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Job Description Company Overview Since 2002, Mason Technologies has been a leader in technology integration, proudly certified as a Woman-owned Business Enterprise (WBE) both in NYC and nationally. With headquarters and a fully equipped warehouse in Deer Park, NY, an additional office in downtown NYC, and resources across the nation, we design, implement, and service innovative solutions in low-voltage structured cabling, audio visual systems, data centers, and unified security. We serve a variety of industries including healthcare, government, higher education, finance, and business (both big and small). We're always aiming to build lasting relationships based on trust, respect, and a shared vision for a better future. Our founder, Jennifer Mason, has cultivated a family-like environment that emphasizes deep care and commitment to our people and the clients and communities we serve, forming the foundation of everything we do. At Mason Technologies, diversity and inclusion drive our hiring, ensuring we bring together the most talented individuals regardless of race, age, religion, gender identification, or sexual orientation. If you want to have a career of unparalleled growth, a team with a family-strong bond, and an unmatched atmosphere of motivated and caring professionals, apply to Mason today! Let’s craft a future together that's built upon integrity, equality, professional pride, the authentic spirit of our family, and a commitment to making the world a better place. Our Comprehensive Employee Benefit and Perk Package: • Medical, Dental, and Vision Coverage: We provide comprehensive healthcare benefits to keep you and your family healthy and secure., • 401k with Matching: Plan for your future with our 401k program, featuring competitive company matching., • Paid Time Off (Holiday/Vacation/Sick/Personal): Generous PTO to ensure a healthy work-life balance and time for relaxation and personal needs., • Unlimited Growth Opportunities: We believe in fostering talent and providing opportunities for continuous professional growth., • Family-Friendly Company Events & Outings: We host regular events and outings to foster a family-friendly atmosphere and build team camaraderie, like our Warehouse Jam Sessions and Holiday Parties!, • Bagel Thursdays: Enjoy weekly treats with Bagel Thursdays, • Caring Ownership: We believe in mutual dedication. If you're committed to Mason Technologies, we are equally committed to you. We prioritize the well-being of our employees and their families, ensuring a supportive and caring work environment. About the Position: We are seeking a highly skilled and detail-oriented Senior Accountant to take full ownership of core accounting operations, including the general ledger, bookkeeping, reconciliations, and month-end close processes. This role is critical to ensuring the accuracy, integrity, and timeliness of our financial reporting. The ideal candidate will have a minimum of 4+ years of progressive accounting experience and be comfortable operating in a fast-paced, hands-on environment. You will serve as a key finance team member and a go-to resource for accounting accuracy, reporting, and operational support. This role offers strong exposure across the full accounting cycle today, with a clear path to expand into Financial Planning & Analysis (FP&A) responsibilities such as budgeting, forecasting, and variance analysis as the company grows. You will work closely with finance leadership as a trusted right hand, while also partnering cross-functionally across departments to support financial transparency and decision-making. Responsibilities: • Own and maintain the general ledger, ensuring accuracy, completeness, and proper classification of all transactions, • Manage full-cycle bookkeeping activities, including journal entries, accruals, and adjustments, • Perform and review bank and account reconciliations on a monthly and as-needed basis, • Lead and support the month-end and year-end close process, including preparation of supporting schedules and reconciliations, • Prepare, analyze, and distribute internal financial reports for management and leadership review, • Ensure financial records are maintained in accordance with GAAP and internal controls, • Assist with accounts payable and accounts receivable, including invoice processing, aging reviews, and collections support when needed, • Develop and maintain Excel-based financial models, reports, and reconciliations (advanced Excel required), • Support audits, tax filings, and any external reporting requirements as needed, • Partner with cross-functional teams to resolve discrepancies and improve financial processes, • Identify opportunities to improve efficiency, automation, and accuracy within accounting workflows, • Contribute to building a strong, collaborative finance culture aligned with company values, • (Future) Support budgeting, forecasting, and FP&A initiatives, including variance analysis and financial planning support Qualifications: • Bachelor’s degree in Accounting, Finance, or related field (CPA or CPA track strongly preferred), • 4+ years of accounting experience (private accounting background preferred), • Strong understanding of GAAP and core accounting principles, • Hands-on experience with general ledger accounting and full month-end close ownership, • Advanced proficiency in Microsoft Excel (pivot tables, VLOOKUP/XLOOKUP, formulas, data analysis), • Experience with accounting systems/ERP software (Sage, QuickBooks, NetSuite, or similar), • Strong analytical skills with exceptional attention to detail and accuracy, • Ability to manage multiple priorities in a deadline-driven environment, • Strong communication skills with the ability to collaborate across departments and present financial information clearly, • Self-starter mindset with the ability to work independently while also being a team player, • High level of accountability, ownership, and problem-solving ability Salary: $90,000.00-$100,000.00 per year Job Type: Full-time, In-Person We are currently only considering candidates who already live within commuting distance of our office. This role is not open to relocation and relocation assistance is not provided.

Job Description Position Title: Staff Accountant Location: Melville, Long Island, NY (On-Site) Industry: Healthcare A growing healthcare company in Melville is seeking a motivated and detail-oriented Staff Accountant to join its finance team. This is an excellent opportunity for an early-career accounting professional looking to build a strong foundation in core accounting functions while gaining hands-on experience in a fast-paced manufacturing environment. Perks & Benefits: Comprehensive Medical, Dental & Vision Coverage 401(k) Plan with Company Match Paid Time Off (PTO) and Paid Holidays Life, Short-Term & Long-Term Disability Insurance Health Savings Account (HSA) & Flexible Spending Accounts (FSA) Employee Assistance Program (EAP) Other benefits aligned with state regulations and employment classification Core Responsibilities: Assist with day-to-day accounting operations including journal entries and general ledger support Support month-end close activities, including account reconciliations and schedules Prepare and reconcile bank, balance sheet, and expense accounts Assist with inventory tracking, cost accounting, and manufacturing-related transactions Support preparation of financial reports and variance analysis Maintain accurate and organized accounting records and documentation Assist with accounts payable and accounts receivable processes Support audit preparation by compiling schedules and responding to information requests Collaborate with operations and finance teams to resolve discrepancies Participate in process improvements and system enhancements as needed Ideal Candidate Profile: Bachelor's degree in Accounting, Finance, or a related discipline 1-2 years of accounting experience (internships or co-op experience considered) Basic understanding of GAAP and accounting principles Strong Excel skills and comfort working with data Experience with accounting software; ERP exposure a plus Detail-oriented with strong organizational and time-management skills Eagerness to learn and grow within an accounting team Strong communication skills and a positive, team-oriented mindset Ready to Start Your Accounting Career? If you're an early-career accounting professional looking to grow your skills in a supportive manufacturing environment, we'd love to connect. Please send your resume (in Word format) to Steven.Mas@ lhh.com for immediate consideration. Not the perfect match? Let's stay connected. We're recruiting for a variety of finance and accounting roles across other sectors. Equal Opportunity Employer/Veterans/Disabled To read our Candidate Privacy Information Statement, which explains how we will use your information, please navigate to https://www.lhh.com/us/en/candidate-privacy Pay Details: $75,000.00 to $90,000.00 per year Search managed by: Steven Mas Equal Opportunity Employer/Veterans/Disabled Military connected talent encouraged to apply To read our Candidate Privacy Information Statement, which explains how we will use your information, please navigate to https://www.lhh.com/us/en/candidate-privacy The Company will consider qualified applicants with arrest and conviction records in accordance with federal, state, and local laws and/or security clearance requirements, including, as applicable: • The California Fair Chance Act, • Los Angeles City Fair Chance Ordinance, • Los Angeles County Fair Chance Ordinance for Employers, • San Francisco Fair Chance OrdinanceMassachusetts Candidates Only: It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.

Job DescriptionCo-CFOJob Description • General Purpose of the Job Provides executive financial leadership to the organization including planning, organizing, coordinating and directing all aspects of the Finance department. Leads FQHC financial strategy including PPS optimization, wrap reconciliation, and reimbursement maximization. Oversees HRSA Section 330 grant financial management and compliance. Responsible for all aspects of Financial Management, which includes, but is not limited to: Reporting, Budgeting, Cash Management, Banking, Taxes, Regulatory Compliance, Revenue Cycle, and Internal Control. • Essential Duties & Responsibilities, • Participates on the Executive Team to develop and implement strategic objectives in support of the organization’s mission, strategic plan and objectives., • Leads value-based payment strategy and managed care financial modeling., • Oversees 340B program financial performance., • Owns enterprise revenue cycle performance including KPIs (Days in AR, Net Collection Rate, PPS realization)., • Develops long-term financial plans including service line profitability and expansion., • Provides financial analytics and dashboards for decision-making., • Leads Board Finance Committee engagement., • Supervises Finance staff including but not limited to: Controller, Accounting Manager, Senior Financial Analyst, Jr. Accountant, Credentialing Manager, & Purchasing Manager., • Selects, trains, orients, and supervises departmental personnel., • Recommends merit increases, promotions and disciplinary actions., • Develops, implements, evaluates and revises, as necessary, company-wide and departmental financial policies and procedures., • Supervises the preparation of budgets, to include the annual Operating, Capital, and Cash budgets, as well as non-routine budgets in support of grant applications., • Supervises the preparation of annual and interim financial statements in accordance with Generally Accepted Accounting Principles (GAAP)., • Supervises or performs financial analyses and keeps the Board of Directors, the Chief Executive Officer and other appropriate parties apprised of the Corporation’s financial position., • Supervises the preparation and assures timely submission of the Medicaid and Medicare cost reports, Consolidated Fiscal Report (Article 16), and the MCVR Annual Report., • Supervises the purchasing and information technology functions., • Supervises and assures timely completion of required external audits., • Ensures that adequate general liability and property insurance are maintained to protect the organization’s assets., • Participates in professional development activities and maintains professional affiliations., • Serves as Administrator of the Group 403B Pension Plan., • Responsible for implementing state-of-the-art systems to further financial functions across department., • Collaborate with Human Resources for benefits, pension, and payroll., • Competencies, • Self-awareness, • Optimism, • Provocativeness, • Flexibility, • Strategic thinking, • Problem solving, • Collaboration/ Partnership, • Accountability, • Commitment, • Communication, • Integrity, • Self-Awareness, • Self Esteem, • Decision Making, • Organizational Development, • Vision Setting, • Supervisory Responsibilities Responsible for the overall direction, coordination, and evaluation of Finance and Credentialing team. Carries out supervisory responsibilities in accordance with the organization's policies and applicable laws. Responsibilities include interviewing, hiring, and training employees; planning, assigning, and directing work; appraising performance; rewarding and disciplining employees; addressing complaints and resolving problems. • Qualifications To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. • Advanced knowledge of FQHC reimbursement including PPS, APGs, and NY Article 28, 31, 16 frameworks (DOH, OMH, OPWDD). Experience with financial systems modernization and BI tools., • Knowledge of the principles and practices of health care administration, fiscal management and government regulations and reimbursements., • Knowledge of revenue & reimbursement methodologies., • Knowledge of the principles and practices of employee development sufficient to manage the department., • Knowledge of computer systems, programs and applications., • Skill in exercising a high degree of initiative, judgment and discretion., • Skill in analyzing situations accurately and taking action., • Skill in establishing and maintaining effective working relationships., • Skill in organizing work, delegating and achieving goals and objectives., • Skill in exercising judgment and discretion in developing, interpreting and implementing departmental policies and procedures., • Ability to plan, organize and integrate priorities and deadlines., • Ability to identify, analyze and resolve financial problems., • Ability to evaluate and make recommendations for continuous quality improvement., • Ability to research, analyze, interpret complex data and present comprehensive reports., • Ability to communicate clearly and effectively orally and in writing., • Education and/or Experience Masters degree in Finance, Accounting, Health Care Administration, Business Administration, or comparable field is required. CPA, CPC, COC, or similar certification is preferred. Minimum of ten years’ experience including seven years in a healthcare. FQHC experience strongly preferred. • Necessary Skills & Abilities Language Skills Ability to read and interpret documents such as safety rules, operating and maintenance instructions, and procedure manuals. Ability to write routine reports and correspondence. Ability to speak effectively before groups of customers or employees of organization. Mathematical Skills Ability to work with complex mathematical concepts such as probability and statistical inference, and fundamentals of plane and solid geometry and trigonometry. Ability to apply concepts such as fractions, percentages, ratios, and proportions to practical situations. Reasoning Ability Ability to solve practical complex problems and deal with a variety of concrete variables in situations where only limited standardization exists. Ability to interpret a variety of instructions furnished in written, oral, diagram, or schedule form. Computer Skills To perform this job successfully, an individual should have advanced knowledge of Microsoft Office software (Word, Outlook, Excel), and financial software packages, i.e. Great Plains, eClinicalWorks, PayChex, UltiPro, Dynamics. Certificates, Licenses, Registrations Certified Public Accountant (CPA), Certified Professional Coder (CPC), Certified Outpatient Coder (COC), or similar certifications. Other Skills and Abilities Possess excellent verbal and written communication skills necessary for effective communication • Physical Demands The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. While performing the duties of this Job, the employee is regularly required to sit; use hands to finger, handle, or feel and talk or hear. The employee is frequently required to stand; walk and reach with hands and arms. The employee is occasionally required to stoop, kneel, crouch, or crawl. The employee must occasionally lift and/or move up to 25 pounds. • Travel The employee must be able to travel between sites. • Work Environment The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. The noise level in the work environment is usually moderate.

Job Description The CNC Programmer plays a critical role within a small team environment, responsible for preparing and optimizing CNC machinery to produce precise components. Reporting to the Production Lead, this position involves interpreting blueprints and setting up machines to ensure efficient and accurate production. The role offers growth opportunities to advance to Lead Programmer, allowing for career development within the production team. Responsibilities • Set up CNC machines according to specifications, • Interpret and apply blueprint information to programming, • Calibrate machinery to maintain accuracy, • Troubleshoot issues during production runs, • Maintain detailed documentation of processes and changes, • Plan and coordinate routine machine maintenance, • Ensure compliance with all safety standards Required Qualifications • Minimum 2 years experience in CNC programming Preferred Qualifications • Proficiency in G-code programming, • Experience with CAD/CAM software, • Strong blueprint reading skills, • Effective problem-solving abilities, • High attention to detail, • Familiarity with turret punch and laser machinesCompany DescriptionHumanHire was founded on the premise that the human touch in the recruiting process is still the essential component to successful hiring. We apply a consultative approach to building client and candidate relationships. Our client-centric model allows for an unsurpassed service delivery experience. We recognize recruiting technologies can significantly enhance our team’s performance. Yet, we remain steadfast in our belief that some recruiting technologies are overhyped, and we routinely resist over-automating the talent acquisition process. Our leadership team has over 50 years of experience as trusted industry professionals specializing in direct hire, temp to hire and temporary placements. We have cultivated long-lasting relationships and utilize them to connect our candidates and clients in several industries and job functions: • Healthcare, • Accounting and Finance, • Human Resources, • Office and Administration, • Legal, • Real Estate, • Logistics, • Manufacturing & Engineering We encourage you to contact us today to discuss how HumanHire can grow your career!HumanHire was founded on the premise that the human touch in the recruiting process is still the essential component to successful hiring. We apply a consultative approach to building client and candidate relationships. Our client-centric model allows for an unsurpassed service delivery experience.\r\n \r\nWe recognize recruiting technologies can significantly enhance our team’s performance. Yet, we remain steadfast in our belief that some recruiting technologies are overhyped, and we routinely resist over-automating the talent acquisition process.\r\n \r\nOur leadership team has over 50 years of experience as trusted industry professionals specializing in direct hire, temp to hire and temporary placements. We have cultivated long-lasting relationships and utilize them to connect our candidates and clients in several industries and job functions:\r\n \r\n• Healthcare\r\n• Accounting and Finance\r\n• Human Resources\r\n• Office and Administration\r\n• Legal\r\n• Real Estate\r\n• Logistics\r\n• Manufacturing & Engineering\r\n \r\nWe encourage you to contact us today to discuss how HumanHire can grow your career!

Job Description Financial Operations Analyst Farmingdale, NY Job Summary We are seeking a motivated and analytical Financial & Operations Analyst to support reporting, business performance analysis, operational insights, and strategic initiatives within a growing Medical Equipment company. This individual will work directly with company leadership to help drive data-informed decision-making across sales, operations, finance, and overall business performance. The ideal candidate is highly detail-oriented, comfortable working with data, and eager to contribute in a fast-paced entrepreneurial environment. This role offers strong exposure to business strategy, operational analytics, financial reporting, and executive-level decision support. Key Responsibilities • Prepare weekly, monthly, and quarterly business performance reports and dashboards., • Analyze sales, operational, financial, and inventory data to identify trends, risks, and growth opportunities., • Develop and maintain KPIs, management reports, and executive presentations., • Support strategic planning, forecasting, budgeting, and business analysis initiatives., • Monitor revenue performance, margins, inventory levels, and operational efficiency metrics., • Conduct market, industry, and competitor research within the healthcare and medical equipment sectors., • Assist leadership with reporting and analysis related to business growth and operational performance., • Collaborate with finance, sales, operations, and vendor teams to collect, validate, and analyze data., • Identify opportunities to improve reporting processes, workflow efficiency, and data automation., • Support ad hoc projects and analytical initiatives for senior management. Qualifications • Bachelor's degree in business, Finance, Economics, Accounting, Healthcare Management, or related field., • 3 years of experience in business analysis, Private Equity or Investment Banking experience a must., • Strong analytical, problem-solving, and organizational skills., • Advanced proficiency in Microsoft Excel and PowerPoint., • Ability to interpret data and communicate actionable business insights., • Strong attention to detail and ability to manage confidential information., • Excellent communication skills with the ability to work cross-functionally. Preferred Qualifications • Experience or interest in healthcare, medical equipment, distribution, or related industries., • Familiarity with Power BI, Tableau, SQL, or reporting automation tools., • Understanding of business KPIs, financial metrics, and operational reporting., • Experience supporting leadership teams with reporting and strategic analysis., • Comfortable working in a fast-growing entrepreneurial business environment.

Job DescriptionSalary: $60,000 Job description About Us LTE Care Plus Inc. is a nonprofit organization providing Applied Behavior Analysis (ABA) and Early Intervention (EI) services to children and families in New York. We are seeking a detail-oriented and reliable Bookkeeper to join our Finance & Accounting team. This role will ensure accurate financial recordkeeping, payroll processing, and compliance with state and federal requirements. Responsibilities Bookkeeping & Accounting • Accurately enter and categorize all financial transactions in QuickBooks Online, • Maintain a complete and organized set of records for audits and internal reviews, • Reconcile all bank and credit card accounts on a monthly basis, • Prepare adjusting journal entries as needed, • Generate financial reports (Statement of Activity, Statement of Financial Position, Cash Flow) Payroll (ADP) • Process bi-weekly payroll using ADP Workforce Now, • Collect and verify staff timesheets, ensuring accurate hours and compensation, • Input and double-check payroll data, including LBA hours, training pay, PTO, and bonuses, • Run preview reports and confirm accuracy before submission, • Download payroll reports, tax liability reports, and maintain payroll folders, • Ensure compliance with federal and state payroll regulations Finance & Compliance • Serve as liaison with external accountants; provide requested documentation, • Review internal books quarterly with accountants, • Respond to financial claims, notices, and maintain compliance with all agency policies, • Assist in preparing and submitting finance-related documents and forms as needed Requirements • 3+ Proven experience as a Bookkeeper, Payroll Specialist, or Accounting Clerk (nonprofit or healthcare experience preferred), • Proficiency in QuickBooks Online and ADP (Workforce Now or RUN), • Strong knowledge of payroll compliance, reconciliations, and financial reporting, • Excellent attention to detail, organizational skills, and ability to meet deadlines, • Strong communication skills and ability to collaborate with multiple departments, • Associates or Bachelors degree in Accounting, Finance, or related field preferred Tools & Systems • QuickBooks Online (accounting), • ADP Workforce Now (payroll), • Google Drive / Cloud storage (file management), • Gmail (communication) Compensation & Benefits • Competitive hourly rate or salary based on experience, • Bi-weekly pay schedule, • PTO and paid holidays, • Opportunity to grow with a mission-driven nonprofit organization Benefits: 401(k) Health insurance Paid time off Work Location: In person

Job Description Vice President, Dental Revenue Cycle Leadership & Finance | New York, NY Full-Time | Executive Leadership | DSO / Multi-Site Dental Organization Position Overview We are looking for an accomplished and strategic Vice President of Revenue Cycle to oversee and optimize all revenue cycle functions across a rapidly expanding multi-site dental organization. This leader will be responsible for the entire revenue cycle process, from patient intake and insurance verification through collections and payment resolution. The role requires building and leading a high-performing revenue cycle team while partnering closely with Operations, Finance, Clinical, and Technology stakeholders. The ideal candidate possesses extensive dental billing and revenue cycle expertise, a proven history of improving financial performance metrics, and the leadership skills necessary to drive operational excellence and accountability across a growing organization. Location Remote candidates will be considered. The selected individual should be willing to travel periodically to our headquarters locations in New Hyde Park and Melville, New York. Key Responsibilities Revenue Cycle Leadership • Develop and execute scalable revenue cycle strategies across all practice locations, including scheduling, eligibility verification, coding, claims management, payment posting, and collections., • Standardize and optimize workflows to improve operational efficiency and financial performance. Insurance & Reimbursement Management • Oversee insurance verification processes, provider credentialing, fee schedule administration, and payer contract negotiations., • Maximize reimbursement opportunities while ensuring compliance with payer requirements. Accounts Receivable Optimization • Improve AR performance by reducing aging balances and implementing structured follow-up processes., • Monitor collection trends and implement corrective actions to achieve benchmark performance. Denial Prevention & Resolution • Establish proactive denial management programs focused on reducing claim rejections and increasing first-pass claim acceptance., • Develop effective appeals processes to recover revenue and minimize write-offs. Patient Financial Experience • Create patient-centered financial policies, payment options, and point-of-service collection strategies that support both patient satisfaction and revenue goals. Team Development & Leadership • Lead, mentor, and develop a distributed team of billing professionals, coders, credentialing specialists, and AR representatives., • Foster a culture of accountability, continuous improvement, and professional growth. Technology & Process Improvement • Evaluate and implement revenue cycle technologies, analytics platforms, clearinghouse solutions, and automation tools to improve efficiency and scalability., • Leverage reporting and data analytics to identify opportunities for improvement. Performance Reporting • Establish key performance indicators (KPIs) and provide regular reporting to executive leadership on revenue cycle performance and financial outcomes. Vendor & Payer Management • Manage relationships with third-party billing partners, vendors, and insurance payers., • Ensure service-level expectations are met through performance monitoring and accountability measures. Compliance & Audit Oversight • Ensure adherence to ADA, CDT, HIPAA, and applicable state regulations., • Lead internal auditing efforts and coordinate responses to external payer audits. Practice Integration & Growth • Support revenue cycle integration for newly acquired practices, ensuring consistent processes and minimal disruption to collections and cash flow. Cross-Functional Collaboration • Partner with executive leadership, including Finance, Operations, Clinical, and IT teams, to align revenue cycle initiatives with broader organizational objectives. Qualifications Required • Minimum of 8 years of progressive revenue cycle management experience, including at least 3 years in a senior leadership role such as Vice President or Director., • Prior experience within a dental organization, DSO, or multi-site specialty dental environment., • Extensive knowledge of dental billing and coding, including CDT codes, ADA claim forms, coordination of benefits, and dual-coverage billing., • Demonstrated success improving AR performance, increasing clean claim rates, and enhancing overall collection effectiveness., • Experience leading teams of 10+ revenue cycle professionals across multiple locations., • Strong financial and analytical skills with experience managing revenue cycle-related financial performance., • Proficiency with dental practice management systems such as Dentrix, Eaglesoft, Open Dental, or similar platforms., • Thorough understanding of HIPAA regulations, payer compliance standards, and state-specific billing requirements. Preferred • Experience working within a private equity-backed DSO or rapidly growing healthcare organization., • Familiarity with automation tools, AI-driven revenue cycle solutions, and predictive analytics platforms., • Experience negotiating payer contracts and optimizing reimbursement structures., • Bachelor's degree in Healthcare Administration, Business, Finance, or a related field; MBA or MHA preferred., • Revenue cycle certifications such as CHBME, CRCR, or similar credentials are a plus. Compensation & Benefits We offer a competitive executive compensation package that includes base salary, performance-based incentives, potential equity participation, comprehensive medical and dental coverage, a 401(k) with company match, and ongoing professional development opportunities. We are committed to fostering a diverse and inclusive workplace and welcome candidates from all backgrounds and experiences to apply.

Job Description • General Purpose of the Job The Data and Performance Analyst supports quality improvement, Population Health, and value-based care initiatives across Long Island Select Healthcare (LISH). This role is responsible for collecting, validating, analyzing, and reporting clinical, operational and financial data to drive performance improvement, regulatory compliance, and improved patient outcome. The analyst partners with clinical and operational leaders to monitor FQHC-specific metrics, meet HRSA Uniform Data System (UDS) reporting requirements, and advanced value-based care performance across payer contracts. • Essential Duties & ResponsibilitiesData Management & Analytics, • Collect, validate, and analyze data from multiple systems including EHR (eClinical Works), payer reports, registries, and internal databases., • Maintain data integrity and ensure consistent, accurate, and timely reporting., • Produce routine and ad hoc reports to support clinical operations, finance, and executive leadership., • Identify performance trends, disparities in care, and opportunities for improvement using statistical analysis.FQHC Performance Metrics & Reporting, • Monitor, analyze, and report on HRSA UDS measures, • Track access and utilization metrics, • Monitor care management and population health metrics, including:, • High-risk patient engagement, • Care gap closure rates, • Chronic disease registries Value Based Care (VBC) & Payer Performance • Track and report performance on value-based contracts and payer scorecards, including:, • HEDIS quality measures, • Risk adjustment (RAF/HCC coding accuracy), • Total cost of care/utilization trends (ED visits, hospitalizations, readmissions), • Preventable admissions and avoidable ED utilization, • Quality incentive metrics and shared savings performance, • Support provider and care team performance reviews tied to VBC metrics, • Identify opportunities to improve quality scores, utilization efficiency, and financial performance under VBC arrangements. Dashboard & Reporting Tools • Develop and maintain dashboards and reporting tools (using available platforms and Excel-based solutions), • Ensure timely refresh of performance data (weekly/monthly), • Standardized KPI definitions and reporting methodologies across departments. Quality Improvement & Performance Management • Partner with Quality, Clinical, and Operations team to support Performance Improvement Initiatives, • Provide analytical support for quality committees (e.g., QI Committee, Leadership, Department meetings), • Translate complex datasets into actionable insights for clinical and non-clinical stakeholders, • Support initiatives using Learn or continuous improvement methodologies EHR & Technical Reporting • Develop and maintain reports using EHR reporting systems, • Collaborate with IT and clinical staff to improve data capture and workflow efficiency, • Support implementation and optimization of registries and quality reporting tools Regulatory & External Reporting • Lead and support HRSA Uniform Data System (UDS) reporting and submission, • Coordinate external reporting requirements (e.g., HRSA operational reports, payer submissions, quality programs), • Analyze results and provide actionable recommendations to improve compliance and performance. Stakeholder Support & Communication • Prepare data summaries, scorecards, and presentations for leadership and board-level reporting, • Serve as a strategic analytical partner across clinical, operational, and administrative teams, • Clearly communicate findings through visualizations and concise executive summaries Operations Support • Provide ongoing analytical and technical support to Quality & Performance teams, • Assist with departmental operations and special projects as needed, • Qualifications & Experience, • Bachelor’s degree in Public Health, Healthcare Administration, Data Analytics, Business, or related field, • 1-3 years of experience in healthcare analytics, preferably in an FQHC, ambulatory, or population health setting, • Strong analytical and critical thinking skillsPreferred Qualifications, • Experience working in an FQHC or community health center environment, • Knowledge of HRSA UDS reporting requirements and FQHC quality measures, • Experience with value-based care models and payer performance reporting, • Experience with eClinical Works or equivalent EHR systems, • Familiarity with HEDIS, risk adjustment (HCC/RAF), and population health tools Skills & Competencies • Advanced proficiency in Microsoft Excel (pivot tables, formulas, data modeling), • Strong written and verbal communication skills, • Ability to translate complex data into actionable insights for diverse audiences, • Strong attention to detail and organizational skills, • Ability to manage multiple priorities in a fast-paced healthcare setting, • Collaborative mindset with strong stakeholder engagement Key Performance Indicators (KPIs) for Role • Accuracy and timeliness of UDS and regulatory reporting, • Improvement in clinical quality measures (e.g., diabetes, hypertension control), • Performance on value-based care metrics and payer scorecards, • Reduction in care gaps and improvement in preventative screening rates, • Improved access metrics (e.g., appointment availability, no-show reduction), • Stakeholder satisfaction with analytics and reporting support, • Necessary Skills & Abilities Language Skills Ability to read and interpret documents such as safety rules, operating and maintenance instructions, and procedure manuals. Ability to write routine reports and correspondence. Ability to speak effectively before groups of customers or employees of organization. Mathematical Skills Ability to add, subtract, multiply, and divide in all units of measure, using whole numbers, common fractions, and decimals. Ability to compute rate, ratio, and percent and to draw and interpret bar graphs. Reasoning Ability Ability to apply common sense understanding to carry out instructions furnished in written, oral, or diagram form. Ability to deal with problems involving several concrete variables in standardized situations. Computer Skills To perform this job successfully, an individual should have basic to intermediate knowledge of Microsoft Office software (Outlook, Excel, Word), as well as Practice Management and Electronic Medical Record software – eClinicalWorks a plus). Certificates, Licenses, Registrations Clean valid NYS Driver's license. Other Skills and Abilities Interpersonal skills, organization & planning, problem solving, conflict resolution ability, assertiveness, strong teamwork & networking skills, ability to carry out job duties independently in the community. In addition, attendance at all mandated agency management training activities. Demonstrated ability to work effectively with culturally diverse populations. • Physical Demands The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. While performing the duties of this Job, the employee is regularly required to use hands to finger, handle, or feel and talk or hear. The employee is frequently required to stand; walk and sit. The employee is occasionally required to reach with hands and arms; climb or balance; stoop, kneel, crouch or crawl, and taste or smell. The employee must occasionally lift and/or move up to 25 pounds. • Travel Means and Ability to travel between sites required. • Work Environment The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. The noise level in the work environment is usually moderate.

Job Description I. General Purpose of the Job The Accounting Manager is responsible for overseeing the daily operations of the accounting department, including ledger management, account reconciliations, cash management, accruals, fixed assets, accounts receivable, account reconciliations, cash management, accruals, fixed assets, accounts receivable and payable oversight. The Accounting Manager supervises and develops accounting staff, ensures compliance with applicable accounting standards and regulatory requirements, and collaborates with leadership and external auditors to maintain the organization's financial health and reporting accuracy. II. Essential Duties & Responsibilities • Monitor cash flow, fixed assets, and capital expenditures, • Assist in maintaining compliance with Health Resources Services Administration (HRSA) regulations and FQHC financial standards., • Assist in management of grant accounting, including Section 330 of the Public Health Service Act funding and restricted fund tracking, • Assist with providing information for federal and state cost reports such as OPWDD, UDS, Medicare, Medicaid, and others., • Preparation of invoices., • Ensure that all general ledger accounts are reconciled to subsidiary records monthly including regular Trial Balance reviews, • Supervise payroll, billing, receivables, payables, cash receipts, cash disbursements, and general ledger functions., • Monitor and follow-up on aged receivables., • Maintain the chart of accounts., • Work collaboratively to oversee filing of tax forms including 1099s, IRS pension report., • Reconcile bank and investment accounts, and prepares related journal entries, • Work collaboratively on annual audits and serve as liaison to external auditors, • Supervise and develop accounting staff, • Assist with budget preparation, forecasting, and financial analysis, • Stays current with industry best practices, • Perform other duties as assigned by CFO III. Supervisory Responsibilities Supervision of Payroll/AP Clerk IV. Qualifications To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. V. Education and/or Experience Bachelor's degree in Finance, Accounting, Information Science, or Business Administration. Advanced knowledge of accounting platforms such as: Sage, Great Plains, FundEZ, Quickbooks, etc. Experience with Accounting B.I. packages such as Great Plains, Solomon, Quickbooks, Cognos, etc. Experience with Microsoft Suite (e.g. Excel, Word, etc.) Minimum of five (5) years of relevant experience in finance and/or accounting in a healthcare environment. A28 Clinic/FQHC, healthcare network, or hospital setting experience strongly preferred. Experience with cost reporting, such as Medicaid and/or Medicare preferred. CPA preferred. VI. Necessary Skills & Abilities Language Skills Ability to read and interpret documents such as safety rules, operating and maintenance instructions, and procedure manuals. Ability to write routine reports and correspondence. Ability to speak effectively before groups of customers or employees of organization. Mathematical Skills Ability to add, subtract, multiply, and divide in all units of measure, using whole numbers, common fractions, and decimals. Ability to compute rate, ratio, and percent and to draw and interpret bar graphs. Reasoning Ability Ability to apply common sense understanding to carry out instructions furnished in written, oral, or diagram form. Ability to deal with problems involving several concrete variables in standardized situations. Computer Skills To perform this job successfully, an individual should have intermediate to advanced knowledge of Microsoft Office software and Accounting software including but not limited to Excel, PowerPoint, B.I. software, Outlook, Word, etc.. VII. Physical Demands The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. While performing the duties of this Job, the employee is regularly required to use hands and fingers, handle, or feel and talk or hear. The employee is frequently required to stand; walk and sit. The employee is occasionally required to reach with hands and arms; climb or balance; stoop, kneel, crouch or crawl. The employee must occasionally lift and/or move up to 10 pounds. VIII. Travel This job may require minimal travel between clinic sites and/or business travel depending upon scheduling needs. IX. Work Environment The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. The noise level in the work environment is usually quiet to moderately loud. Limited exposure risk to Bloodborne Pathogens (Category 3).

Job DescriptionSalary: $22$28 Make a real impact behind the scenes. As Payroll Coordinator at LTE Care Plus, youll ensure our caregivers and clinical staff are paid accurately and on schedule so they can focus on delivering exceptional ABA therapy. Youll own payroll operations end to end, strengthen compliance, and partner with HR and Finance to keep everything running smoothly in a fast-paced, mission-driven healthcare environment. What Youll Do • Run full-cycle, multi-state payroll using ADP (or similar), processing weekly/biweekly cycles with zero missed deadlines., • Build and maintain advanced Excel models for payroll tracking, reconciliations, GL support, and reporting (lookups, pivots, macros, data validation), • Perform precise data entry and account reconciliations across payroll, HRIS, and financial systems with strong version control and documentation., • Post and review payroll journal entries (wages, taxes, benefits, PTO) and reconcile to the GL; support audits with clean, organized records., • Manage payroll-related accounts payable/receivable and coordinate vendor payments tied to payroll and benefits., • Analyze complex payroll data to quickly spot and resolve discrepancies; drive continuous improvements in accuracy and timeliness., • Maintain audit-ready employee records: hours, leave, tax forms, benefits enrollments, and HRIS data., • Partner with HR on benefits administration (enrollments, changes, COBRA/leave updates) and compliance reporting What You Bring • 2+ years of hands-on payroll processing experience,including running large-scale payroll(200+ employees; multi-state/multi-location experience preferred), • Tech-savvy operator: confident navigating multiple systems (ADP/HRIS/accounting platforms), learning new tools quickly, and using shortcuts, templates, and automation to work faster and cleaner, • Excel mastery required: advanced formulas (XLOOKUP/VLOOKUP, INDEX/MATCH, SUMIFS/COUNTIFS), pivot tables, data validation, conditional formatting, error handling, and macro/VBA exposure preferred, • Solid grasp of accounting fundamentals: double-entry bookkeeping, debits/credits, journal entries, and GL reconciliation, • High accuracy with data entry and 10-key; strong analytical and problem-solving skills, • Working knowledge of payroll tax rules, wage/hour compliance, and benefits administration basics, • Professional discretion with confidential information; clear, proactive communication with HR, Finance, and managers, • Non-profit experience is a plus(familiarity with grant-aligned reporting, fund accounting concepts, or 501(c)(3) environments), • Healthcare or multi-site experience is a plus; bilingual (Spanish/Mandarin) skills are a plus. Why LTE Care Plus • Mission that matters: support caregivers who change lives every day, • Stable, in-person role with a collaborative HR/Finance team, • Benefits: 401(k), health insurance, and paid time off, • Competitive pay: $22$28/hour, based on experience Details • Job Type: Full-time, in-person, • Location: Melville, NY 11747 Ready to bring precision and purpose to payroll? Apply today and help us keep our team paid right every single pay period.

Job DescriptionSenior Revenue Cycle Manager – Melville, New YorkPosition Type: Revenue Cycle ManagementJob Type: Full-Time Compensation: • Base Salary: $110,000 – $150,000 annually., • Performance Bonus Opportunity. Schedule: • Full-Time., • Remote arrangements may be considered for the right candidate., • Periodic travel to New Hyde Park, NY and Melville, NY headquarters locations required., • Occasional travel to supported practice locations as needed. Position Summary:We are seeking an experienced and people-focused Senior Revenue Cycle Manager to lead and support our billing, collections, and credentialing teams across a rapidly growing multi-site dental organization. This role combines operational leadership with hands-on revenue cycle expertise. The ideal candidate is a collaborative leader who enjoys coaching and developing teams while driving process improvements, maximizing collections, and ensuring exceptional financial performance across the organization. The Senior Revenue Cycle Manager will oversee the full revenue cycle process, including claims management, accounts receivable, denial resolution, credentialing support, and revenue cycle performance monitoring. This position offers the opportunity to play a critical role in the continued growth and success of a leading dental organization. About the Organization:Since its founding in 2014, this dentist-led organization has grown into one of the Northeast's premier dental support organizations, supporting more than 160 dental practices across multiple states.The organization is committed to creating exceptional patient experiences while supporting clinical teams through operational excellence, innovation, and continuous improvement. Leadership places a strong emphasis on professional development, collaboration, and building scalable systems that support sustainable growth.This role offers the opportunity to work alongside operational, financial, and executive leaders while helping shape the future of revenue cycle management across a growing healthcare organization. Key Responsibilities:Revenue Cycle Leadership: • Oversee the full dental revenue cycle across supported practice locations., • Ensure efficient management of eligibility verification, claim submission, payment posting, denial management, and collections workflows., • Monitor accounts receivable performance and implement strategies to improve collection outcomes., • Develop and maintain revenue cycle standards, processes, and best practices., • Support revenue optimization initiatives while maintaining compliance and patient satisfaction.Team Leadership & Development:, • Lead, mentor, and develop billing specialists, AR representatives, and credentialing coordinators., • Provide ongoing coaching, performance feedback, and professional development opportunities., • Foster a culture of accountability, collaboration, and continuous improvement., • Monitor team productivity and establish performance expectations., • Assist with hiring, onboarding, and retention initiatives within the revenue cycle department.Accounts Receivable & Denial Management:, • Oversee AR follow-up activities and ensure timely resolution of outstanding balances., • Analyze denial trends and identify root causes., • Develop corrective action plans to reduce denials and improve reimbursement rates., • Escalate and resolve complex payer issues as needed., • Monitor aging reports and implement strategies to improve overabll AR pberformance.Practice & Operational Support:, • Partner with Operations, Practice Managers, and Finance teams to resolve billing challenges., • Support newly affiliated practices through revenue cycle integration and workflow standardization., • Assist with training initiatives related to billing and collections best practices., • Ensure consistent communication between practice-level teams and centralized billing operations.Compliance & Credentialing Oversight:, • Ensure compliance with HIPAA regulations, ADA guidelines, CDT coding standards, and payer requirements., • Support provider credentialing and enrollment processes., • Maintain accurate payer rosters and provider participation records., • Monitor regulatory changes and ensure appropriate operational adjustments. Benefits: • Competitive compensation package., • Performance bonus opportunity., • Comprehensive medical, dental, and vision insurance., • 401(k) retirement plan with employer matching., • Generous paid time off., • Professional development and continuing education support., • Opportunity for career advancement within a rapidly growing organization. Qualifications: • Minimum 4+ years of dental revenue cycle management experience required., • Minimum 1–2 years of leadership, supervisory, or team management experience required., • Strong knowledge of dental billing, collections, insurance verification, coordination of benefits, and claims processing., • Demonstrated experience managing accounts receivable and denial resolution workflows., • Experience leading teams in a multi-location or high-volume environment., • Strong communication and relationship-building skills., • Proficiency with dental practice management software such as Dentrix, Eaglesoft, or Open Dental., • Working knowledge of HIPAA and dental billing compliance requirements., • Ability to analyze operational and financial performance metrics. Preferred Skills: • Previous experience within a DSO, multi-site dental group, or healthcare organization., • Familiarity with clearinghouse platforms and revenue cycle reporting tools., • Associate's or Bachelor's degree in Healthcare Administration, Business, Finance, or a related field., • Revenue cycle certification (CRCR, CHBME, or equivalent) preferred., • Experience managing large-scale revenue cycle operations and process improvement initiatives. Why Join Us: • Join one of the fastest-growing dental organizations in the Northeast., • Lead a high-impact team supporting more than 160 dental practices., • Opportunity to influence revenue cycle strategy and operational performance., • Collaborative, team-oriented culture focused on growth and development., • Competitive compensation and comprehensive benefits package., • Career advancement opportunities within a rapidly expanding organization., • Make a meaningful impact on the financial success of a leading healthcare organization.

Job DescriptionSalary: $22-$30 Job Title: AR Finance Assistant Location: 315 Walt Whitman Road, Huntington Station, NY 11746 Schedule: Monday Friday | 9:00 AM 5:30 PM | 30-minute lunch break Position Type: Full-Time, Hourly About Us: We are a mid-sized general contracting company with a strong reputation for delivering projects across sectors including banking, corporate interiors, education, retail, and healthcare. Our team values integrity, accuracy, and professionalism, and we offer a collaborative environment with opportunities for growth. Position Summary: We are seeking a detail-oriented AR Finance Assistantto support our finance and billing operations. This in-person role is critical to ensuring accurate and timely invoicing for our projects, with a focus on progress billing, lien waiver management, and coordination with project managers and subcontractors. Key Responsibilities: • Receive and track project percentage completions on a weekly basis, • Prepare AIA billing packages, including AIA G703, G704, and G701 forms, • Manage and update lien waiver trackers and collect executed lien waivers, • Generate invoice cover sheets and ensure all supporting documentation is attached, • Perform basic Certificate of Insurance (COI) management for billing compliance, • Coordinate with project managers to ensure billing accuracy and timing, • Maintain organized electronic and physical billing records, • Assist with other general administrative and finance tasks as needed Qualifications: • 13 years of experience in construction finance, billing, or AR support preferred, • Familiarity with AIA billing documents (G703, G704, G701) REQUIRED, • Strong proficiency in Microsoft Excel, Word, and Outlook, • Experience with construction management software is a plus, • Detail-oriented with excellent organizational skills, • Effective communication skills and professional demeanor, • Ability to work independently and handle sensitive information with discretion Compensation and Benefits: • Hourly pay range: $22.00$30.00/hour based on experience, • Medical, dental, vision, and supplemental insurance available after probationary period, • 30-minute paid lunch break daily, • Currently no PTO and no paid holidays for hourly positions, • Growth potential within the finance or project administration departments Why Join Us: • Play a key role in keeping projects financially on track, • Work with a supportive and experienced team, • Develop skills in construction billing, compliance, and project finance, • Be part of a reputable and growing construction company

biological data analysisscientific reading comprehensionassessment and question creationwritten and verbal communicationremote team collaborationmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Biology Expert Job Type: Contractor Location: Remote Rate: 20$-50$ per task Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Analyze technical documents and extract key information relevant to your domain expertise, • Generate, review, and refine questions and solutions based on real-world mechanical engineering scenarios, • Collaborate with multidisciplinary teams to ensure accuracy and depth of data and analysis, • Provide detailed written and verbal feedback on document clarity, technical accuracy, and effectiveness, • Apply advanced subject matter knowledge to evaluate and solve complex engineering problems, • Work independently, managing your time to deliver high-quality outputs with minimal supervision, • Contribute to the continuous improvement of data quality and project processes Required Skills and Qualifications: • 2-6 years of professional or academic experience in mechanical engineering or a closely related field (lab, workplace, or academia), • Strong reading comprehension skills, with proven ability to analyze and interpret technical documents, • Exceptional English communication skills, both written and verbal, • Demonstrated experience in creating or evaluating technical content, such as reports, studies, or problem sets, • Ability to work independently and efficiently, with excellent self-management, • High attention to detail and commitment to data accuracy, • Experience interfacing with technical documentation and performing analytical tasks Preferred Qualifications: • Advanced degree (Master’s or PhD) in Mechanical Engineering, Chemistry, Physics, or Biology, • Previous experience contributing to interdisciplinary or research-driven projects, • Familiarity with data-driven analysis or training data preparation Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. Key Responsibilities: • Analyze, review, and interpret complex biological documents, research papers, and data sets to create high-quality assessment content., • Formulate and vet biology-related questions focused on data retrieval, computation, and critical analysis., • Deliver clear explanations and detailed feedback to enhance AI model understanding., • Collaborate with a remote, interdisciplinary team to ensure ongoing content accuracy and quality., • Contribute domain-specific expertise to support the continuous improvement of AI systems., • Work independently to meet deadlines and achieve high productivity with minimal supervision., • Uphold rigorous standards for written and verbal communication in English. Required Skills and Qualifications: • Minimum 2 years of professional experience in biology, either in academia, laboratory settings, or relevant industry roles., • Demonstrated ability to analyze and synthesize complex biological information from diverse sources., • Strong written and verbal English communication, with an emphasis on clarity and detail., • Excellent reading comprehension, particularly in interpreting research and technical documents., • Experience creating or reviewing problem sets, assessments, or scientific analyses., • Ability to work autonomously and efficiently in a remote environment., • High attention to detail and commitment to quality. Preferred Qualifications: • Advanced degree (Master’s or PhD) in Biology or closely related field., • Experience collaborating with multidisciplinary teams or involvement in cross-functional projects., • Familiarity with computational biology or data analysis tools.

chemistry expertisescientific document analysisanalytical reasoningdata interpretationresearch skillsquestion and assessment creationenglish written and verbal communicationcollaborationattention to detailindependent workmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Chemistry Expert Job Type: Contractor Location: Remote Rate: 20$-50$ per task Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Analyze and interpret complex scientific documents, datasets, and research papers related to chemistry., • Develop, review, and refine high-quality questions and answers that challenge and expand AI understanding., • Apply analytical techniques to assess and extract key insights from provided materials., • Collaborate with cross-functional teams to ensure scientific rigor and clarity in content., • Interface with documentation and contribute to continuous process improvement., • Provide feedback and domain expertise on model outputs and system performance., • Ensure the accuracy, relevance, and integrity of all chemistry-related data and input. Required Skills and Qualifications: • Bachelor’s degree or higher in Chemistry or a closely related field., • 2+ years of professional experience in academia, laboratory, or industry settings., • Proven ability to read, comprehend, and analyze technical documents and research studies., • Excellent English proficiency, with strong written and verbal communication skills., • Demonstrated experience in data retrieval, computation, and analytical reasoning., • Ability to work independently with minimal supervision, delivering high-quality results., • Strong attention to detail and scientific accuracy. Preferred Qualifications: • Advanced degree (MS, PhD) in Chemistry or related discipline., • Experience in creating educational or assessment materials., • Familiarity with interdisciplinary collaborations (e.g., physics, biology).

$20 - $70/hourpayLibrespritePixel ArtGraphic DesignIllustrationmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: LibreSprite Expert Job Type: Contract Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Drive complete pixel art and animation projects from concept through final asset export using LibreSprite., • Demonstrate real-time animation previews, refining motion and timing to studio-quality standards., • Utilize onion skinning, layers, and complex sprite composition features to create smooth, dynamic animations., • Design and develop cohesive asset sets, sprite sheets, character animations, tilesets, UI elements, and retro-style illustrations., • Leverage tiled drawing mode, palette customization, and pixel-precise tools for intricate patterns and detail work., • Export optimized sprites and animations in required production formats, adhering to technical and artistic specifications., • Clearly articulate workflow decisions, creative choices, and technical approaches—both in writing and verbally. Required Skills and Qualifications: • Expert-level proficiency with LibreSprite, with a proven track record of production usage., • Strong portfolio showcasing professional pixel art, animation, and graphic design., • Exceptional written and verbal communication skills, able to explain concepts and workflow logic clearly., • Experience independently managing end-to-end projects, from concept through asset delivery., • Deep understanding of sprite composition, animation techniques, and stylistic nuances in pixel art., • Proficient in customizing color palettes, tile creation, and managing complex layers and animation frames., • Ability to work autonomously within a remote, collaborative environment. Preferred Qualifications: • Prior experience capturing or teaching creative workflows for training, tutorials, or educational initiatives., • Familiarity with retro game art pipelines or production environments., • Experience contributing to open-source or collaborative art projects.

$50 - $90/hourpayChild SafetyCSAM-adjacent PolicyTeen SafetyCrisis-careMental-healthmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Child & Online Safety Expert Role Type: Contractor Location: Remote micro1 is engaging Child & Online Safety Experts to contribute to a high-impact customer project focused on online safety and mental-health support for young people. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity centers on developing a robust mental-health safety evaluation framework for vulnerable youth online, leveraging your deep knowledge of crisis-care and digital risk assessment. Scope of Work • Develop comprehensive taxonomies related to self-harm, suicide prevention, eating disorders, and emotional dependency in digital contexts., • Establish best-practice standards for digital support and clinical safety regarding youth and adolescent mental health., • Create detection frameworks to identify, flag, and evaluate potentially harmful online content and advice related to mental-health crises for minors., • Design and refine clinical response rubrics and escalation protocols for at-risk individuals in digital environments., • Collaborate with project leads to ensure that all evaluation benchmarks and guidelines are grounded in current research and clinical best practices., • Offer insights on CSAM-adjacent policy and online exploitation dynamics, enhancing digital child safety protocols., • Deliver clear, actionable written and verbal feedback that shapes the ongoing development of AI safety tools and frameworks. Preferred Qualifications • Licensed therapist, psychiatrist, clinician, or mental-health professional with direct crisis-care experience., • 5+ years of focused work in adolescent mental health, suicide prevention, eating-disorder intervention, or related fields; 8–20 years welcomed for senior contributors., • Demonstrated expertise in clinical risk assessment and intervention in digital or online settings., • Advanced degree, specialized certification, or equivalent operational experience in mental-health or child safety domains., • Experience evaluating or implementing CSAM-adjacent policies, or working within child online exploitation prevention initiatives., • Strong written and verbal communication skills, with the ability to distill complex information for diverse audiences., • High credibility and a recognized track record of impact in clinical, crisis-response, or safety evaluation communities.

$80 - $90/hourpayadvanced mathematicsmathematical problem-solvingacademic writingcontent review and editingremote team collaborationmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Math Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Math Experts (PhD) to contribute to an advanced AI training project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Develop and provide comprehensive, accurate, and insightful responses to complex mathematics prompts spanning undergraduate and graduate curricula., • Review, refine, and deliver "golden responses"—high-quality model answers that exemplify subject mastery for use in AI training., • Collaborate with a distributed team of experts to ensure clarity, precision, and educational value in all mathematics content produced., • Analyze and interpret intricate mathematical problems, proofs, and concepts, distilling them into structured and accessible explanations., • Contribute feedback to improve project guidelines, response standards, and content workflows as the engagement evolves., • Adhere to project requirements regarding format, quality, and timeliness of deliverables. Preferred Qualifications • PhD in Mathematics or closely related discipline from an accredited institution., • Proven track record of academic excellence and subject-matter expertise, especially at the graduate level., • Exceptional written and verbal communication skills; ability to articulate complex concepts clearly and succinctly., • Experience authoring or reviewing mathematics materials, such as textbooks, exams, problem sets, or journal articles., • Familiarity with various branches of pure and applied mathematics., • Demonstrated attention to detail and commitment to producing precise, high-quality work., • Adaptability and openness to collaborative, iterative feedback in a remote expert network environment.

statistics & Mathematicsdata handlingdata collectingdata analysis and modelingdata visualizationdata clesningprogrammingmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Data Scientist Job Type: Contractor Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Collect, clean, and preprocess diverse data sets to ensure integrity and readiness for analysis., • Develop, validate, and implement statistical models to extract actionable insights from complex data., • Conduct exploratory data analysis to identify trends, patterns, and opportunities for business improvement., • Present findings and recommendations through compelling data visualizations and reports, tailored for technical and non-technical stakeholders., • Collaborate closely with team members to design and execute end-to-end data projects, from ideation to delivery., • Continuously improve analytical methodologies and automation processes to enhance data workflows., • Communicate effectively in both written and verbal formats, ensuring clarity and impact of data-driven recommendations. Required Skills and Qualifications: • Expertise in statistics, mathematics, and data analysis techniques., • Proven experience in collecting, handling, and cleaning large, complex data sets., • Proficiency in programming languages such as Python, R, or similar for data manipulation and modeling., • Strong data modeling skills with experience in building and validating predictive models., • Advanced ability to visualize data using tools like Tableau, Power BI, or related libraries., • Meticulous attention to detail and commitment to data quality at every stage., • Excellent written and verbal communication skills, with an emphasis on clarity and precision. Preferred Qualifications: • Experience working in a remote, cross-functional, or customer-focused team environment., • Background in developing and deploying machine learning solutions in production settings.

$40 - $110/hourpayCommercial ContractsContract RedliningEmployment LawStructured FinancePriavte EquityMergers and AcquisitionsSaaS MSARegulatory ComplianceData Privacymicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Legal Expert Job Type: Contract (Part-time) Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Review, analyze, and redline commercial contracts to ensure accuracy and compliance with relevant laws and business objectives., • Provide expert input on matters relating to employment law, structured finance, private equity, and mergers and acquisitions., • Evaluate and advise on SaaS Master Service Agreements (MSAs) to identify areas of risk and recommend improvements., • Interpret complex regulatory requirements and shape guidelines for compliance within evolving legal landscapes., • Assess data privacy policies and practices in accordance with international standards and regulations., • Collaborate closely with multidisciplinary teams to clarify legal concepts and deliver clear, actionable written feedback., • Contribute high-quality insights that enhance the effectiveness of AI models in understanding legal documents and scenarios. Required Skills and Qualifications: • Active Bar membership and in good standing., • Minimum of 3 years of experience practicing law, with a demonstrable track record in commercial contracts, employment law, and structured finance., • Deep knowledge of private equity, mergers and acquisitions, and regulatory compliance., • Proficiency in contract redlining and negotiation, with attention to detail and accuracy., • Hands-on experience reviewing and advising on SaaS MSAs and data privacy matters., • Exceptional written and verbal communication skills, with the ability to distill complex legal concepts for diverse audiences., • Strong analytical and problem-solving skills, demonstrating sound legal judgment. Preferred Qualifications: • Experience working with or advising technology-driven organizations., • Familiarity with international regulatory frameworks and multi-jurisdictional transactions., • Previous involvement in AI, legal technology, or knowledge transfer initiatives.

$50 - $90/hourpayWar FightingWeapons TargetingDefense OperationsHumanitarian Lawmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Military Operations & IHL Expert Role Type: Contractor Location: Remote micro1 is engaging Military Operations & IHL Experts to contribute to a prominent defense-policy and humanitarian-law project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. You will leverage your deep understanding of warfighting, weapons targeting, defense operations, and international humanitarian law to support the development of frameworks that responsibly evaluate military and humanitarian scenarios. This is a unique opportunity to influence technology at the intersection of operational expertise and conflict ethics while working alongside other experts at the forefront of these domains. Scope of Work • Develop comprehensive taxonomies for military-use and defense operations within diverse conflict contexts., • Create dual-use triage frameworks that help distinguish between military and civilian applications of technology and knowledge., • Establish clear boundaries for prohibited assistance under international humanitarian law, providing structured input for AI training and evaluation., • Design conflict-risk rubrics and scenario-based evaluation tools to assess operational and ethical implications of defense activities., • Evaluate and refine policy-relevant benchmarks to ensure responsible testing of AI models in defense and humanitarian contexts., • Contribute written and verbal analyses articulating complex warfighting, targeting, and IHL concepts for interdisciplinary audiences. Preferred Qualifications • 5+ years of relevant military, defense analysis, or IHL experience; ideally 8–20 years for senior contributors., • Advanced degree (e.g., MA, LLM, PhD) or equivalent operational experience in military science, security studies, international law, or related fields., • High credibility and established track record in warfighting, operational planning, targeting law, or humanitarian law application., • Expertise in interpreting and applying conflict ethics, IHL, and defense policy frameworks in real-world scenarios., • Exceptional written and verbal communication skills, with the ability to convey technical and ethical concepts clearly and concisely., • Experience in research, policy analysis, or advisory roles within military, governmental, legal, or think-tank environments., • Prior involvement with conflict analysis, war-crimes investigation, or weapons-policy development is a strong plus.

$105 - $140/hourpayContract ReviewQuality AssuranceeDiscoveryCompliancePersonal Identifiable InformationData Privacymicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Privacy Annotation Specialist Job Type: Contractor Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Review and annotate sensitive legal documents with a focus on identifying Personal Identifiable Information (PII) and other confidential content., • Utilize your expertise in contract review and eDiscovery to ensure the highest quality and accuracy in data labeling., • Validate and confirm outputs of OCR (Optical Character Recognition) processes to ensure data integrity in legal investigation workflows., • Collaborate with compliance and legal technology teams to meet information governance and privacy standards., • Conduct quality assurance checks and audits on document batches to guarantee compliance with regulatory requirements., • Stay current with evolving best practices in privacy, digital forensics, and litigation support., • Communicate findings and recommendations to cross-functional teams in a clear and actionable manner. Required Skills and Qualifications: • Strong background in contract review, quality assurance, eDiscovery, and compliance processes., • In-depth understanding of Personal Identifiable Information (PII) and data privacy regulations., • Background as a Paralegal, eDiscovery Specialist, Privacy Analyst, Information Governance Specialist, Compliance Manager, or Legal Document Review Lead., • Experience in legal document review, litigation support, or managed legal services., • Proven track record of working with sensitive data in high-stakes environments., • Detail-oriented, analytical, and able to maintain accuracy under pressure. We are seeking professionals who bring practical experience in legal technology and data privacy. Join the customer's team and contribute your expertise to impactful projects that advance the quality and security of AI-driven legal solutions.

$35 - $100/hourpayEViewsMacroeconomicsmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Macroeconomic Modeling Specialist (EViews) Job Type: Contract Location: Remote Job Summary Join our customer's team as a Macroeconomic Modeling Specialist (EViews) and drive the creation, validation, and automation of advanced macroeconomic models. Leverage your expertise in EViews to develop robust time-series and forecasting solutions, contributing essential economic insights that inform key decisions at the organizational level. This remote opportunity is ideal for a passionate modeler who values clarity in communication and excellence in quantitative analysis. Key Responsibilities • Design and implement sophisticated time-series models such as VAR, VECM, ARIMA, and cointegration frameworks using EViews., • Conduct rigorous model diagnostics and validation to ensure robustness and reliability of forecasts., • Automate forecasting workflows for efficiency and scalability within the modeling process., • Translate complex statistical outputs into clear, actionable macroeconomic insights for both technical and non-technical stakeholders., • Document modeling approaches and results with precise, concise written reports., • Collaborate with the customer's team to integrate modeling results into broader economic narratives and policy recommendations., • Stay current with macroeconomic modeling best practices and EViews software updates. Required Skills and Qualifications • Extensive hands-on experience with EViews, including scripting and automation functionalities., • Proven expertise in building, estimating, and validating time-series models—especially VAR, VECM, ARIMA, and cointegration models., • Deep knowledge of model diagnostics, stability tests, and forecasting accuracy measures., • Strong quantitative background with the ability to explain complex modeling processes in clear written and verbal communication., • Demonstrated success in automating modeling and forecasting workflows., • Ability to extract economic meaning from statistical outputs and present findings insightfully., • Self-driven, detail-oriented, and adept at remote collaboration. Preferred Qualifications • Advanced degree in Economics, Econometrics, Applied Statistics, or related field., • Previous experience supporting central banks, policy institutions, or financial sector clients with macroeconomic modeling., • Familiarity with additional econometric software or programming languages (e.g., R, Python, Stata).

$100 - $150/hourpayLegal ReasoningLitigation & Practice ExpertiseAnalytical RigorCalibration in Ambiguous CasesLegal WritingCommunication Precisionmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Litigator / Practicing Attorney Role Type: Contractor Location: Remote, US only. micro1 is engaging Litigator / Practicing Attorneys to contribute expertise to a customer project focused on the intersection of law and emerging technology. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Apply legal reasoning and litigation experience to evaluate, refine, and enhance AI-generated legal content, such as briefs, arguments, and memos., • Review and assess AI outputs for factual and legal accuracy, analytical rigor, and adherence to professional standards., • Provide detailed, written feedback identifying errors, logical inconsistencies, and areas for improvement in legal responses., • Contribute expert judgment on ambiguous or complex edge cases, informing model calibration for nuanced legal issues., • Draft or edit sample legal language and arguments to strengthen model understanding of varied litigation and practice scenarios., • Collaborate asynchronously with a cross-functional project team, incorporating iterative feedback and delivering clear written communication. Preferred Qualifications • JD degree from an ABA-accredited U.S. law school and active license in good standing in at least one U.S. jurisdiction., • 3–15 years of post-JD legal experience, with a strong preference for trial, appellate, or litigation specialists., • Judicial clerkship experience at the federal or state level (trial or appellate courts) is highly valued., • Proven expertise in legal writing, with experience as a law journal editor or published legal author considered a plus., • Substantial trial experience, federal court admissions, or appellate practice background enhances your candidacy., • Demonstrated ability to communicate complex legal concepts with clarity, precision, and professionalism., • Prior instruction or teaching experience in legal education (law school faculty, adjunct, lecturer, or fellow) is desirable.

$20 - $70/hourpayKritaIllustrationmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Krita Expert Job Type: Contract Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities • Develop full-fledged digital illustrations in Krita, from initial sketch to final polish, while adhering to best practices and structured layer management., • Perform hour-long, live illustration workflows in a virtual machine, capturing each step of your process for AI training purposes., • Demonstrate and articulate your creative decision-making, effectively communicating both written and verbally with the team., • Collaborate closely with project coordinators to ensure workflows meet high standards and align with AI research objectives., • Utilize advanced Krita features and tools, sharing insight into professional techniques and methodologies., • Provide clear documentation and feedback on your workflows to support continuous improvement of AI systems., • Uphold a high level of organization, structure, and quality across all artwork produced. Required Skills and Qualifications • Demonstrated expertise in Krita with a professional or extensive freelance portfolio showcasing complete illustration projects., • Mastery in digital illustration and structured layer-based workflows from rough sketch to refined artwork., • Strong written and verbal communication skills, with a focus on articulating creative processes and feedback., • Hands-on experience in using Krita’s advanced features, brushes, and layer management tools., • Ability to consistently work independently within virtual environments and meet project goals., • Meticulous attention to detail and a commitment to producing polished, high-quality art assets., • Proven ability to document and communicate workflow steps clearly for technical and non-technical audiences. Preferred Qualifications • Previous experience training or collaborating with AI or machine learning teams on creative projects., • Background in art education or content creation around digital illustration tools., • Familiarity with recording and explaining digital illustration workflows for educational or research purposes.

$80 - $90/hourpayCalculusData Analysis & InterpretationLiterature ReviewExperimental DesignResearch Methodologymicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: PhD Engineer (Electrical, Mechanical, Chemical) Role Type: Contractor Location: Remote micro1 is engaging PhD-level Engineers in Electrical, Mechanical, or Chemical disciplines to contribute to a high-impact customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Deliver authoritative written responses to complex engineering prompts in your area of expertise, • Review and interpret scientific literature to provide contextually accurate and current insights, • Design and document realistic experimental scenarios based on advanced engineering principles, • Analyze data and interpret results to inform AI training datasets with precision, • Apply sophisticated calculus and quantitative methodologies to problem-solving tasks, • Ensure clarity, accuracy, and completeness of all submitted materials based on provided guidelines, • Collaborate with project coordinators to refine prompt response quality as needed Preferred Qualifications • PhD in Electrical, Mechanical, or Chemical Engineering, • Demonstrated expertise in calculus, data analysis, research methodology, and experimental design, • Exceptional written and verbal communication skills with the ability to convey complex concepts clearly, • Strong literature review capabilities and familiarity with synthesizing scientific knowledge, • Experience with or interest in AI, machine learning, or technology-driven projects (a plus, not required), • Proven ability to produce "golden response" level deliverables with accuracy and completeness, • Detail-oriented mindset and commitment to high-quality, impactful contributions

Financial Data AnalysisEmbedded FinanceInvestment Strategy & AdvisoryPredictive Analytics & Visualizationmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Financial Analyst Job Type: Full-time or Part-time, Contract Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities • Analyze complex financial data to identify key trends and provide actionable insights for strategic decision-making., • Lead the evaluation of embedded finance opportunities and contribute to advisory on investment strategies., • Develop predictive financial models and dynamic visualizations using up-to-date analytics platforms., • Conduct thorough market and industry research, synthesizing information from diverse sources to inform business recommendations., • Communicate findings and strategic recommendations clearly in both written reports and verbal presentations to stakeholders., • Stay ahead of the latest trends in the Asian economy, embedded finance, and digital financial solutions., • Collaborate with cross-functional teams to translate analytical results into business outcomes. Required Skills and Qualifications • Bachelor’s degree in Finance, Economics, or related field., • Professional certification (CFA, CIIA, CMA) or proven experience as a financial analyst in a leading finance institution., • Strong proficiency in financial data analysis, predictive analytics, and visualization tools (e.g., Power BI, Tableau, Python or R)., • Demonstrated experience in investment strategy and advisory, particularly within embedded finance contexts., • Exceptional written and verbal communication skills, with a keen eye for detail and clarity., • Advanced online research capabilities and ability to synthesize diverse financial information rapidly., • Experience working in or with Asia, with a solid understanding of regional financial markets and economic drivers. Preferred Qualifications • Previous experience at an MBB (McKinsey, BCG, Bain) firm or a major financial institution., • Familiarity with digital finance platforms and emerging fintech trends in the Asian market., • Based in Asia, or extensive prior exposure to the Asian economic landscape.

$80 - $105/hourpayM&AAPAsSPAsContract NegotiationsRedliningmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: M&A Attorney Role Type: Contractor Location: Remote We are seeking seasoned M&A attorneys for a part-time role at the forefront of legal AI. This opportunity is for elite lawyers who want to help shape how advanced AI is trained, evaluated, and applied in real-world legal work, especially those who have deep experience with drafting, reviewing, negotiating, and redlining within the tech field. In this role, you will review, assess, and contribute to contract redlining workflows used to train and evaluate state-of-the-art AI models. Your work will directly improve how these systems identify risk and interpret contract language to create tools with improved precision and legal judgment. Key Responsibilities: • Perform simulated contract negotiations and redlining exercises., • Review and assess AI responses to contract scenarios, providing expert feedback to improve model performance and output precision., • Create objective evaluation frameworks and grading criteria to assess AI performance on contract tasks with rigor and consistency., • Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions. Required Skills and Qualifications: • J.D. from an ABA-accredited law school., • Active bar admission in at least one U.S. jurisdiction., • Minimum of 2 years in the M&A department of a corporate law firm., • Familiarity with standard M&A agreements, including APAs and SPAs., • Exceptional written and verbal communication skills with meticulous attention to detail., • Strong analytical capabilities and ability to translate legal expertise into actionable feedback for AI systems., • Demonstrated commitment to innovation at the intersection of law and technology., • Experience working with cross-disciplinary teams in fast-paced environments. Preferred Qualifications: • Prior exposure to AI, legal tech, or training initiatives., • Experience working with private equity firms. Why Join: • This is an opportunity to work at the intersection of law and technology., • You will help define how AI is developed for a new generation of legal practitioners., • You will apply your experience in a high-impact research environment.

$20 - $60/hourpayacademic researchdocument reviewms word (advanced features: tracked changes, formatting)pdf editing and data extractionwritten communicationverbal communicationattention to detailliterature review and synthesisreport writingpresentation developmentcollaboration with cross-functional teamsremote work proficiencytime managementdeadline managementmultidisciplinary teamworkmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Academic Researcher Job Type: Contractor Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. Key Responsibilities: • Conduct in-depth research and analysis in your area of expertise, delivering high-quality, evidence-based insights., • Prepare, format, and review complex documents in Word and PDF, utilizing advanced features such as tracked changes, form filling, and data extraction., • Collaborate with cross-functional teams, including legal, healthcare, policy, and finance professionals, to support diverse project needs., • Translate complex research findings into clear, concise reports and presentations tailored for Fortune 500 standards., • Evaluate and synthesize academic literature, legal documents, or industry data to inform project outcomes., • Ensure accuracy, consistency, and compliance with designated guidelines in all written deliverables., • Maintain clear and professional written and verbal communication with project stakeholders and team members. Required Skills and Qualifications: • Minimum 3+ years of relevant professional experience in academic research, legal, policy, healthcare, or related sectors., • Master’s degree, PhD, or JD from a recognized institution., • Demonstrated expertise in preparing and reviewing Word and PDF documents (tracked changes, formatting, data extraction, document review)., • Outstanding written and verbal communication skills; meticulous attention to detail., • Ability to manage multiple priorities in a remote, deadline-driven environment., • Experience collaborating with multidisciplinary teams on complex deliverables., • Proven record of producing high-quality, client-ready outputs. Preferred Qualifications: • Experience working with or for Fortune 500 companies., • Prior involvement in legal, healthcare, policy, or financial operations document workflows., • Active publication or presentation record in academic or industry settings.

financial planningbudgetingretirement planningdebt managementrisk managementcfp certificationcompliancewritten communicationverbal communicationclient relationship managementfinancial problem-solvingfiduciary standardholistic financial coachingmentoringworkflow/process developmentmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Financial Advisor (CFA or CFP) Job Type: Contractor - US ONLY Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Evaluate and review realistic advisory scenarios involving budgets, emergency funds, debt management, retirement planning, and investment decisions tailored to mainstream households., • Assess AI-generated recommendations for suitability, clarity, compliance, and actionable practicality for W-2 earners and middle-income families., • Document how actual advisor-client conversations unfold, including prioritizing goals, discussing tradeoffs, and walking clients through decision points., • Detail decision rules, rules of thumb, and benchmarks commonly used in practice (e.g., cash reserve targets, debt payoff sequencing, retirement savings rates)., • Deliver clear, plain-language written feedback to enhance AI explanations, next steps, and client communication., • Identify and flag compliance or risk issues, emphasizing a fiduciary, client-first approach and appropriate referral scenarios (CPA, attorney, insurance)., • Contribute to the development of workflows and processes that reflect best practices in everyday personal finance advising. Required Skills and Qualifications: • 3+ years of hands-on, client-facing experience providing holistic financial planning to mainstream households in roles such as Financial Advisor, Wealth Advisor, or Personal Financial Consultant., • Expertise in budgeting, cash flow analysis, debt management, retirement savings strategies, college planning, and basic risk management (insurance needs analysis)., • CFP® certification strongly preferred (or CFP exam passed with substantial relevant experience); CFA, ChFC, or similar planning credentials considered with strong mainstream client work., • Exceptional written and verbal communication skills, with a talent for breaking down complex topics for non-experts., • Demonstrated commitment to fiduciary standards, compliance, and high-integrity client service., • Experience mentoring others, developing workflows, or standardizing planning processes., • Comfort working asynchronously and independently in a remote setting. Preferred Qualifications: • Prior experience in roles blending financial planning and ongoing coaching, such as workplace financial consultant or advisor at national firms., • Background designing or improving standardized planning processes or digital advisory journeys., • Familiarity with personal finance apps, digital advice platforms, or AI-driven tools and a strong interest in innovation within the advisory space.

$45 - $65/hourpaymicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Marketing Consultant Expert Job Type: Contract Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. Key Responsibilities: • Analyze complex marketing datasets to extract actionable insights and inform strategic recommendations., • Collaborate with cross-functional teams to design, evaluate, and enhance AI-driven marketing models., • Create detailed rubrics and frameworks using advanced marketing knowledge to assess model performance and campaign effectiveness., • Deliver high-quality, articulate written and verbal communications to effectively convey findings and recommendations., • Guide the customer's team in best marketing and consulting practices to optimize campaign outcomes and business growth., • Stay up-to-date with industry trends, emerging technologies, and AI advancements relevant to marketing., • Continuously iterate on consulting approaches to maximize impact in a rapidly evolving digital landscape. Required Skills and Qualifications: • Bachelor’s degree or higher in Marketing, Communications, or a related field., • Minimum of 3 years’ experience in marketing, communications, or a closely related role., • Exceptional written and verbal communication skills, with demonstrated ability to distill complex data into clear business insights., • Hands-on experience with marketing analytics, campaign assessment, and consulting methodologies., • Proficiency in interpreting marketing metrics and leveraging data for model improvement., • Strong organizational skills and the ability to manage multiple projects remotely., • Proactive mindset, always seeking innovative ways to drive results and foster collaboration. Preferred Qualifications: • Average of 7+ years of professional experience in marketing consulting or related field., • Background in training, evaluating, or deploying AI-driven marketing tools or technologies., • Advanced certifications in digital marketing, data analytics, or AI applications in marketing.

$20 - $60/hourpayadvanced word skillsadvanced pdf toolspolicy analysisregulatory compliancedocument drafting and reviewprofessional written communicationverbal communicationproject managementattention to detailstrategic consultationmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Policy Consultant Job Type: Contractor Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. Key Responsibilities: • Analyze, draft, and review policy documents, legal contracts, proposals, and research papers using advanced Word and PDF skills., • Provide strategic consultation and actionable recommendations on regulatory, legal, healthcare, academic, or finance-related matters., • Conduct thorough document reviews, ensuring compliance, clarity, and adherence to industry best practices., • Support clients with precise document formatting, tracked changes, form filling, and data extraction., • Collaborate with cross-functional teams to synthesize complex data into succinct, actionable policies and procedures., • Stay abreast of evolving regulations and guidelines relevant to your field of expertise., • Communicate findings and recommendations in clear, compelling written and verbal formats. Required Skills and Qualifications: • Minimum 3+ years of professional experience in government policy operations., • Advanced proficiency with Word and PDF tools, including tracked changes, formatting, document review, and data extraction., • Exceptional communication skills, with a strong emphasis on clear, professional written and verbal interactions., • Demonstrated expertise in drafting, analyzing, and reviewing complex policy or regulatory documents., • Proven ability to manage multiple projects and meet stringent deadlines in a fast-paced remote environment., • Keen attention to detail and commitment to delivering high-quality work. Preferred Qualifications: • Experience working with Fortune 500 clients or on high-profile regulatory, legal, or policy projects., • Track record of collaborating with multidisciplinary teams to achieve impactful outcomes.

$45 - $65/hourpaymicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Consultant Expert Job Type: Contractor Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. Key Responsibilities: • Leverage your specialized industry knowledge to provide critical input and feedback for AI system training and evaluation., • Review, edit, and generate written materials in Word and PDF formats, ensuring content aligns with professional standards in your field (legal, government communications, healthcare, etc.)., • Assess the accuracy, clarity, and relevance of technical or domain-specific documents utilized by AI models., • Collaborate with a dynamic remote team to improve model performance and reliability through hands-on assessments., • Communicate findings and recommendations clearly and professionally, both in written reports and verbal discussions., • Stay current with trends and best practices within your domain to ensure AI learning remains relevant and up-to-date. Required Skills and Qualifications: • Exceptional written and verbal communication skills, with a proven ability to articulate complex concepts clearly., • Expertise in a specialized field where professional writing and document review are core components (e.g., legal, government, healthcare)., • Experience working with Word and PDF formats for professional documentation., • Minimum 3 years of relevant industry or domain experience., • Master’s, PhD, or JD from a recognized university, or equivalent practical expertise., • Experience working within Fortune 500 companies or other highly recognizable brands., • Strong attention to detail and analytical abilities. Preferred Qualifications: • Track record of producing or reviewing regulatory, policy, or compliance documents., • Experience with cross-functional or cross-disciplinary project teams in a remote environment., • Published papers, thought leadership, or formal recognition within your area of expertise.

Core team$110K - $150K/yr compensationAccountingGAAPGeneral Ledgermicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Senior Accountant Job Type: Full-time Location: Remote Job Summary: We are seeking a Senior Accountant to own our general ledger and month-end close processes. You will be part of our financial reporting function — ensuring books are accurate, close timelines are met, and the integrity of our financial data supports confident decision-making at every level of the organization. Key Responsibilities: • Own the end-to-end month-end close process, including preparation and posting of journal entries, accruals, and adjustments, • Maintain and reconcile the general ledger, investigating and resolving discrepancies promptly, • Prepare monthly, quarterly, and annual financial statements in accordance with GAAP, • Perform balance sheet reconciliations and ensure all accounts are substantiated and documented, • Support external audits by preparing schedules, documentation, and reconciliations, • Identify and implement improvements to the close process to reduce cycle time and increase accuracy, • Partner with leadership to ensure financial data is audit-ready and decision-ready at all times, • Maintain and strengthen internal controls around the close and reporting cycle Required Skills and Qualifications: • Bachelor’s degree in Accounting or Finance; CPA or CA preferred, • 3-5 years of accounting experience with a clear focus on G/L and month-end close, • Hands-on experience with ERP/accounting system, • Strong command of Google Sheets and Excel, • Deep knowledge of GAAP, account reconciliation, and financial statement preparation, • Strong attention to detail with the ability to manage tight close deadlines without sacrificing accuracy, • Excellent written and verbal communication skills in English, • Comfortable working independently in a fully remote, fast-paced startup environment Preferred Qualifications: • CPA license, or progress toward professional certification, • Exposure to AI tools or automated accounting workflows Compensation & Benefits Notice The national pay range for this full-time position is base salary of $90,000 –$120,000 USD. All employees are eligible for equity compensation, and employees may also receive performance-based bonuses, dependent on role and subject to company policies. micro1 provides a comprehensive benefits package, including up to 100% reimbursement for health-insurance premiums, paid time off, a 401(K) plan with a company match, and additional benefits designed to support a high-performing, remote-first workforce. micro1 is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, veteran status, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation during the application process, reach out to support@micro1.ai. Our hiring process utilizes artificial intelligence tools to assist in candidate screening and assessment. Our AI tools are designed to complement, not replace, human decision-making. Disclaimer The information contained in this job posting, including but not limited to role responsibilities, qualifications, compensation, and benefits, is provided for informational purposes only and does not constitute a binding offer of employment. micro1 reserves the right to amend, modify, or withdraw any portion of this posting at its sole discretion and without prior notice. All employment decisions are made in accordance with applicable laws and regulations.

$50 - $80/hourpayBuilding code knowledgePlan review and blueprint readingmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Building Code Compliance Expert Job Type: Contractor Location: Remote (US only) Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input related to building codes, permitting, inspections, and construction compliance. Key Responsibilities: • Conduct reviews of architectural and engineering plans to assess building code compliance., • Interpret blueprints, permit documents, zoning requirements, and construction documentation., • Analyze code-related scenarios and provide clear compliance reasoning and recommendations., • Identify permitting issues, code violations, and regulatory concerns across residential and commercial projects., • Collaborate with architects, engineers, contractors, inspectors, and permitting teams to resolve compliance questions., • Deliver clear written reports and explanations related to code interpretation and compliance findings., • Support AI training projects by providing accurate, real-world building compliance expertise. Required Skills and Qualifications: • Demonstrated experience in building codes, permitting, inspections, zoning, or plan review., • Strong ability to read and interpret construction drawings and technical documentation., • Experience working with residential and/or commercial construction projects., • Strong analytical, problem-solving, and communication skills., • Ability to work independently and remotely while managing multiple assignments., • Experience collaborating with cross-functional project teams. Preferred Qualifications: • Relevant certifications such as ICC, NFPA, or state-issued licenses., • Experience working with city/county building departments or municipal permitting offices., • Experience in code enforcement, plan review, virtual inspections, or compliance consulting., • Background in architecture, engineering, construction management, or land use development.

$40 - $100/hourpayQGISGeographyMappingmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: QGIS Expert Job Type: Contract Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Lead end-to-end projects in QGIS, from raw spatial data acquisition and cleaning to final map outputs and comprehensive deliverables., • Document your workflow and reasoning in real-time as you perform data management, spatial analysis, and map production tasks., • Organize, clean, and validate diverse spatial datasets, ensuring high accuracy and consistency throughout the process., • Manage projections, coordinate systems, and spatial references to optimize data interoperability and output quality., • Style and symbolize map layers for clarity, interpretability, and professional presentation in various contexts., • Build advanced layouts and cartographic products, explaining your design decisions along the way., • Troubleshoot issues and explain problem-solving strategies as they arise within QGIS workflows. Required Skills and Qualifications: • Extensive hands-on experience with QGIS, including managing full GIS projects independently., • Proven track record of delivering high-quality spatial analyses, maps, and geospatial outputs using QGIS., • In-depth understanding of spatial data formats, coordinate systems, projections, and related GIS principles., • Exceptional written and verbal communication skills, with the ability to clearly explain technical decisions and workflow rationale., • Strong data organization, cleaning, and transformation skills within QGIS., • Experience troubleshooting and resolving complex challenges in GIS workflows., • Comfortable working remotely while maintaining consistent project documentation and communication with the broader team. Preferred Qualifications: • Experience documenting GIS processes for training, teaching, or AI research purposes., • Background in mentoring or collaborating within multi-disciplinary GIS teams., • Familiarity with integrating QGIS with other geospatial tools or programming languages.

physics research analysisscientific writingcritical thinkingproblem-solvingdata analysisquestion and exam creationremote collaborationtime managementanalytical reasoningtechnical document synthesisai training content developmentinterdisciplinary teamworkattention to detailindependent workdigital content creationmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Physics Expert Job Type: Contractor Location: Remote Rate: 20$-50$ per task Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Thoroughly analyze, interpret, and summarize complex physics documents and research papers., • Create and review high-quality questions and problems related to diverse physics topics for AI model training., • Extract key data, perform detailed computations, and validate analytical solutions in various physics domains., • Deliver clear, concise written explanations and rationales for technical problems and solutions., • Collaborate with a multidisciplinary remote team while maintaining independence in daily work., • Leverage your specialist expertise to ensure accuracy and depth in all content generated or reviewed., • Maintain a high standard of quality and consistency while meeting ongoing deadlines. Required Skills and Qualifications: • 2+ years of professional experience in physics or a closely related field, either in academia or a lab/workplace setting., • Exceptional written and verbal English communication skills, with strong attention to detail., • Proven ability to read, analyze, and synthesize technical documents and research literature., • Demonstrated experience creating, editing, or reviewing scientific questions, exams, or technical exercises., • Ability to work independently and proactively with minimal supervision in a remote setting., • Excellent critical thinking and analytical skills for data evaluation and problem solving., • Strong time management abilities to handle multiple tasks efficiently. Preferred Qualifications: • Advanced degree (MSc, PhD) in Physics or a related discipline., • Experience interfacing with AI, EdTech, or digital content creation projects., • Familiarity with interdisciplinary scientific analysis and collaborative workflows.

$80 - $110/hourpayfinancial planninginvestment managementretirement planningtax-aware strategiesclient relationship managementcommunicationregulatory compliancehigh-net-worth client advisingjudgment and decision-makingcertified financial planner (cfp)Certified Financial Advisor (CFA)micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Personal Financial Advisor (Private Wealth) Job Type: Contractor - US ONLY Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Deliver personalized, actionable financial guidance spanning budgeting, investment planning, retirement strategies, and debt management., • Review and assess realistic client scenarios to inform the development of advanced AI-assisted financial planning tools., • Provide clear, structured written feedback to help enhance AI systems’ ability to support advisors and end clients with diverse financial needs., • Communicate complex financial concepts in a client-centric, easily understandable way., • Utilize strong judgment to balance immediate financial needs with long-term planning considerations., • Ensure all guidance reflects up-to-date regulatory compliance and best practices in private wealth management., • Act as a subject matter expert to ensure AI outputs reflect high-quality, thoughtful advice aligned with industry standards. Required Skills and Qualifications: • 3+ years of hands-on experience in personal financial advisory or private wealth management, advising individual clients., • Proven ability to build trust and rapport with high-net-worth or mass affluent clients., • Deep knowledge of financial planning, investment management, retirement planning (401k, IRA, etc.), and debt management., • Solid grasp of tax-aware strategies and regulatory frameworks relevant to personal finance., • Excellent written and verbal communication skills, with an ability to translate complex advice into clear, actionable steps., • Exceptional judgment and decision-making capability in high-impact client scenarios., • CFP, CFA, or equivalent credential required. Preferred Qualifications: • Direct experience at leading financial institutions such as Schwab, J.P. Morgan, Morgan Stanley, Bank of America Merrill Lynch, or Chase Private Banking., • Exposure to AI-assisted financial planning tools or processes (helpful but not required)., • Track record of delivering high-quality advice that balances both technical accuracy and client-centric clarity. Join our customer’s team and leverage your expertise to help design the next generation of AI-assisted financial advisory solutions. This high-bar role offers you the chance to impact how tomorrow’s advisors and clients will make better financial decisions—through your expert input, judgment, and real-world experience.

LegalContract Review & NegotiationCase AnalysisRisk AssessmentCorporate LawRegulatory ComplianceLitigation SupportLegal ResearchDue DiligenceDispute ResolutionConfidentiality & Ethicsmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Legal Specialist Job Type: Contractor Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Conduct thorough contract review, drafting, and negotiation to optimize business outcomes while managing risk., • Analyze cases and perform in-depth legal research to provide actionable insights and recommendations., • Support litigation and dispute resolution by preparing documentation and assisting internal and external counsel., • Assess regulatory compliance and assist with due diligence for corporate matters, mergers, and acquisitions., • Design system prompts and rubrics for legal applications, engaging in multi-turn conversations with agents to ensure task accuracy and coherence., • Uphold the highest standards of confidentiality and professional ethics in all legal processes and communications., • Collaborate across teams to build and enhance legal tools or applications, leveraging your industry expertise. Required Skills and Qualifications: • Proven expertise in legal principles, corporate law, and regulatory compliance., • Strong contract review and negotiation abilities across a variety of legal domains., • Demonstrated experience in case analysis, risk assessment, and due diligence., • Hands-on experience in litigation support and dispute resolution., • Exceptional written and verbal communication skills, with a keen attention to detail and clarity., • Deep commitment to confidentiality, ethics, and integrity in all legal matters., • Track record of building or contributing to legal applications, tools, or systems. Preferred Qualifications: • Experience designing legal-focused conversational agents, rubrics, or AI-driven workflows., • Background in developing digital legal solutions or productizing legal expertise., • Ability to manage complex multi-turn conversations and system prompt design.

$60 - $120/hourpayPythonRustGoLangFull-stackJAVANode.jsAndroid DevelopmentiOS Developmentmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Software Developer Job Type: Contract Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Design, implement, and maintain scalable back-end and full-stack applications using Python, Rust, GoLang, Java, or Node.js., • Collaborate closely with cross-functional team members to deliver high-quality software solutions that meet evolving business requirements., • Write clean, efficient, and well-documented code, following best software engineering practices., • Troubleshoot, debug, and optimize existing codebases to improve performance and reliability., • Participate in code reviews, technical discussions, and architectural planning to drive continuous improvement., • Contribute to the full software development lifecycle, from concept and design to testing and deployment., • Maintain clear, concise, and thoughtful written and verbal communication across distributed teams. Required Skills and Qualifications: • 3+ years of hands-on experience in software development with one or more of the following: Python, Rust, GoLang, Java, Node.js, Android, IOS or full-stack development (backend or full-stack)., • Proficiency in building scalable, reliable, and maintainable software systems., • Experience working in remote, collaborative, and agile environments., • Expertise in modern development tools, version control systems, and CI/CD pipelines., • Strong problem-solving skills with keen attention to detail., • Excellent written and verbal communication skills, with a high standard for clarity and professionalism., • Self-driven, proactive, and able to work independently in a distributed setting. Preferred Qualifications: • Experience with cloud platforms such as AWS, GCP, or Azure., • Knowledge of DevOps principles and containerization technologies., • Background in mentoring or leading small engineering teams.

management consulting methodologiesstrategic analysisbusiness process improvementorganizational transformationcase study developmentbusiness frameworkswritten communicationverbal communicationanalytical skillsproblem-solvingremote team collaborationattention to detailindependent workclient-ready deliverablesmentoringbusiness transformationdigital transformationai-driven business modelsmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Management consultant Job Type: Contractor Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Provide expert insights on management consulting methodologies, strategic analysis, and business transformation practices., • Review, assess, and refine complex business scenarios, documents, and case studies to ensure accuracy and relevance., • Deliver high-quality, detailed written and verbal feedback to help improve AI system outputs and reasoning capabilities., • Collaborate remotely with the customer’s team to support the training and evaluation of AI models with real-world management consulting perspectives., • Leverage your advanced experience to identify gaps, propose improvements, and ensure alignment with industry best practices., • Utilize strong communication skills to clearly articulate recommendations and process flows in both written and spoken formats., • Continually stay updated on management consulting trends to provide current, impactful input into the AI training process. Required Skills and Qualifications: • Minimum of 4+ years’ experience as a management consultant, ideally with a top-tier consulting firm., • Proven expertise in strategic projects, business process improvement, and organizational transformation., • Exceptional written and verbal communication skills with high attention to detail., • Ability to synthesize complex problems and deliver practical, actionable insights., • Strong analytical skills and experience working with cross-functional teams in remote environments., • Experience developing or reviewing case studies, business frameworks, and client-ready deliverables., • Self-motivation and discipline required for high-quality independent work. Preferred Qualifications: • MBA or advanced degree in business, management, or a related field., • Familiarity with digital transformation initiatives or AI-driven business models., • Demonstrated experience mentoring or training consultants or business professionals.

$45 - $65/hourpaymicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Financial Planning and Analysis Expert Job Type: Contract Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. Key Responsibilities: • Analyze complex financial and marketing datasets to deliver actionable business intelligence., • Develop, refine, and implement advanced financial models, forecasts, and scenario analyses., • Create comprehensive rubrics using your field knowledge to enhance and refine AI models., • Prepare, review, and optimize financial reporting under US GAAP/IFRS standards., • Collaborate with cross-functional teams to support strategic planning and decision-making., • Ensure compliance with financial regulations and internal controls., • Advise on key SaaS metrics, including ARR, MRR, CAC, and LTV, to inform business strategies. Required Skills and Qualifications: • Bachelor’s degree in Accounting, Finance, Economics, Engineering, or a related quantitative field., • Minimum 3 years’ experience in finance, accounting, FP&A, audit, or SaaS finance., • Investment banking experience is highly preferred, • Exceptional written and verbal communication skills, with the ability to distill complex concepts for diverse audiences., • Strong analytical mindset and attention to detail. Preferred Qualifications: • CPA, CFA, or a similar advanced financial certification., • 7+ years of overall professional experience., • In-depth experience with SaaS metrics and performance analytics.

$50 - $90/hourpayChemistryChemical WeaponsToxicologyHazardous Substancesmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Chemical Safety & Toxicology Expert Role Type: Contractor Location: Remote micro1 is engaging Chemical Safety & Toxicology Experts to contribute to a customer’s project focused on enhancing chemical safety evaluation frameworks. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is tailored for professionals with proven backgrounds in chemical weapons nonproliferation, hazardous materials, toxicology, and industrial chemistry—especially those experienced with controlled-substance risks, regulatory protocols, or chemical-risk assessment. Strong communication skills, both written and verbal, are highly valued as you will provide nuanced insights and feedback throughout the engagement. Scope of Work • Analyze and evaluate data related to chemical safety, toxicological risk, precursor chemicals, and hazardous-substance scenarios., • Review, annotate, and provide critical feedback on documents, datasets, and model outputs related to chemical weapons, toxicology, and hazardous materials., • Contribute expert perspectives on nonproliferation standards, regulatory protocols, and safety operations for chemical handling and risk mitigation., • Develop and refine guidelines for the assessment of chemical and toxicological hazards in realistic and hypothetical situations., • Interpret and explain the implications of chemical interactions, exposure risks, and toxicity profiles for AI training purposes., • Collaborate remotely with project coordinators, providing written and verbal clarifications or additional context as needed., • Identify gaps or inaccuracies in content or model assessments pertaining to chemical safety and toxicology topics. Preferred Qualifications • Advanced degree (PhD, MD, JD, PsyD, or relevant master’s) in chemistry, toxicology, industrial hygiene, or closely related disciplines., • Minimum 5 years of specialized experience in areas such as chemical weapons nonproliferation, hazardous materials handling, toxicological risk assessment, or chemical safety protocols., • Experience as an independent consultant, policy advisor, response specialist, or safety officer in industry, government, or research settings., • Expertise in controlled substances, precursor risk evaluation, or nonproliferation regulatory frameworks., • Demonstrated ability to communicate complex technical information effectively in both written and verbal formats., • Familiarity with standards for chemical safety, hazardous material management, or toxicology operations in high-stakes environments., • Interest in supporting AI advancement through the application of domain expertise to new and emerging technology platforms.

$80 - $105/hourpayIn-house Counsel ExperienceAttention to DetailContract DraftingDeal NegotiationTechnology Transactionsmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Transactional Attorney Job Type: Contractor Location: Remote Job Summary: We are seeking seasoned in-house transactional attorneys for a part-time role at the forefront of legal AI. This opportunity is for elite lawyers who want to help shape how advanced AI is trained, evaluated, and applied in real-world legal work, especially those who have deep experience with drafting, reviewing, negotiating, and redlining within the tech field. In this role, you will review, assess, and contribute to contract redlining workflows used to train and evaluate state-of-the-art AI models. Your work will directly improve how these systems identify risk and interpret contract language to create tools with improved precision and legal judgment. Key Responsibilities: • Perform simulated contract negotiations and redlining exercises., • Review and assess AI responses to contract scenarios, providing expert feedback to improve model performance and output precision., • Create objective evaluation frameworks and grading criteria to assess AI performance on contract tasks with rigor and consistency., • Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions. Required Skills and Qualifications: • J.D. from an ABA-accredited law school., • Active bar admission in at least one U.S. jurisdiction., • Minimum of 3 years of in-house experience focused on technology transactions, particularly negotiating MSAs, NDAs, and DPAs., • Exceptional written and verbal communication skills with meticulous attention to detail., • Strong analytical capabilities and ability to translate legal expertise into actionable feedback for AI systems., • Demonstrated commitment to innovation at the intersection of law and technology., • Experience working with cross-disciplinary teams in fast-paced environments. Preferred Qualifications: • Prior exposure to AI, legal tech, or training initiatives., • Experience at a corporate law firm in either M&A or fund formation for private equity firms. Why Join: • This is an opportunity to work at the intersection of law and technology., • You will help define how AI is developed for a new generation of legal practitioners., • You will apply your experience in a high-impact research environment.

$55 - $70/hourpayCommercial InsuranceSpecialty InsuranceCommercial P&CUnderwritingLiability CoveragePolicy InterpretationInsurance ComplianceCoverage AnalysisInsurance Operationsmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Insurance Underwriter – Excess & Specialty Job Type: Contractor Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Leverage your extensive underwriting expertise to evaluate complex commercial and specialty risk scenarios in the US insurance market., • Analyze, interpret, and structure coverage for excess and specialty lines, focusing on liability, umbrella, and unique risk categories., • Assess policy language and provide nuanced feedback on policy interpretation and coverage analysis., • Identify risk factors, apply sound underwriting judgement, and ensure compliance with industry standards and insurance regulations., • Support the development of AI training data by contributing real-world insights on underwriting practices and coverage operations., • Collaborate in a remote environment, providing clear, effective written and verbal communication to enhance AI system understanding., • Share insight into evolving trends, emerging risks, and innovations within specialty and excess insurance lines. Required Skills and Qualifications: • 4–5+ years of hands-on underwriting experience in commercial lines, specialty insurance, excess casualty, or umbrella products., • In-depth understanding of commercial P&C, liability coverage, and policy evaluation best practices., • Demonstrated expertise in policy interpretation, insurance compliance, and comprehensive coverage analysis., • Experience working with insurance operations in complex or specialty risk environments., • Excellent written and verbal communication skills, with the ability to articulate nuanced underwriting concepts., • Proven track record within the US insurance market or with US-based clients and frameworks. Preferred Qualifications: • Prior exposure to emerging risk types, complex liability structures, or innovative coverage solutions within excess & specialty lines., • Experience collaborating on cross-functional teams or contributing to process improvement initiatives in insurance operations., • Global candidates with deep familiarity with US underwriting standards and commercial insurance practices are strongly encouraged to apply.

mechanical engineeringtechnical document analysisproblem-solvingwritten and verbal communicationdata analysisattention to detailself-managementinterdisciplinary collaborationtechnical content creationdata quality assurancemicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Mechanical Engineer Job Type: Contractor Location: Remote Rate: 20$-50$ per task Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Analyze technical documents and extract key information relevant to your domain expertise, • Generate, review, and refine questions and solutions based on real-world mechanical engineering scenarios, • Collaborate with multidisciplinary teams to ensure accuracy and depth of data and analysis, • Provide detailed written and verbal feedback on document clarity, technical accuracy, and effectiveness, • Apply advanced subject matter knowledge to evaluate and solve complex engineering problems, • Work independently, managing your time to deliver high-quality outputs with minimal supervision, • Contribute to the continuous improvement of data quality and project processes Required Skills and Qualifications: • 2-6 years of professional or academic experience in mechanical engineering or a closely related field (lab, workplace, or academia), • Strong reading comprehension skills, with proven ability to analyze and interpret technical documents, • Exceptional English communication skills, both written and verbal, • Demonstrated experience in creating or evaluating technical content, such as reports, studies, or problem sets, • Ability to work independently and efficiently, with excellent self-management, • High attention to detail and commitment to data accuracy, • Experience interfacing with technical documentation and performing analytical tasks Preferred Qualifications: • Advanced degree (Master’s or PhD) in Mechanical Engineering, Chemistry, Physics, or Biology, • Previous experience contributing to interdisciplinary or research-driven projects, • Familiarity with data-driven analysis or training data preparation

$50 - $120/hourpayGodotGame Developmentmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Godot Game Engine Expert Job Type: Contract Location: Remote Job Summary Join our customer's team as a Godot Game Engine expert, where you will have the opportunity to work on cutting-edge interactive experiences in a dynamic and collaborative environment. You will leverage your deep knowledge of Godot to drive the technical direction of game projects, ensuring robust architecture and seamless gameplay. This position is ideal for professionals passionate about creating high-quality games and excelling in both communication and technical domains. Key Responsibilities • Design, implement, and optimize gameplay systems and features using the Godot Game Engine., • Collaborate closely with designers, artists, and other developers to deliver polished and engaging player experiences., • Architect and maintain clean, scalable, and well-documented codebases., • Troubleshoot and resolve complex technical issues throughout the development lifecycle., • Contribute to the evaluation and selection of technical solutions and tools related to the Godot ecosystem., • Mentor and support team members in best practices, Godot workflows, and robust coding standards., • Participate actively in sprint planning, code reviews, and quality assurance processes. Required Skills and Qualifications • Deep expertise with the Godot Game Engine (GDScript, C#, or VisualScript)., • Proven track record of shipping commercial or high-quality independent titles using Godot., • Strong understanding of 2D/3D game development pipelines, asset integration, and performance optimization., • Ability to communicate complex technical concepts clearly in both written and verbal form., • Experience collaborating in a remote, distributed team environment., • Solid problem-solving abilities and passion for learning new technologies., • Demonstrated ability to produce clean, maintainable, and efficient code. Preferred Qualifications • Experience contributing to open-source Godot projects or plugins., • Background in gameplay, UI/UX, or multiplayer networking systems., • Exposure to agile development methodologies and tools.

$100 - $230/hourpayJavaScriptTypescriptJAVAC#C++GoLangRubymicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Software Engineering Job Type: Contractor (10-15 hours per week) Location: Remote Job Summary: We are looking for experienced software engineers to help train and evaluate next-generation AI systems through real-world software engineering tasks. This role is best suited for developers who can reason through unfamiliar codebases, explain engineering decisions clearly, and solve practical backend, full-stack, systems, or infrastructure-related problems. On this project, you will be creating Reinforcement Learning Environments which test an AI model's ability to find and patch security vulnerabilities in code. Your task will be to create a reproducible RL env in which a known CVE is present/injected in the repository and must be fixed by the model. As an expert you will be creating Reinforcement Learning Environments which test and AI model’s ability to solve complex software engineering problems related to fixing code, creating features, refactoring code and optimizing performance. You will be tasked with creating a reproducible environment and golden reference solution for the problem. Required Skills and Qualifications: • 3+ years of hands-on software engineering experience., • Strong experience in at least one backend or full-stack engineering environment, such as Python, JavaScript/TypeScript, , Java, C++, Go or Rust, • A Cybersecurity/SecOps background or exposure is highly preferred, • Strong understanding of software engineering fundamentals, including debugging, testing, code quality, architecture, and technical tradeoffs., • Ability to explain complex engineering decisions clearly and objectively., • Comfortable reading and reasoning through unfamiliar code or technical requirements Compensation Structure Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

$80 - $140/hourpayPhysics MasteryWritten Technical CommunicationTechnical Problem-Solving DepthMathematical & Computational Fluencymicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (PhD / Postdoc) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts (PhD / Postdoc) to contribute deep scientific knowledge and problem-solving skills to a high-impact customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses., • Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation., • Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant., • Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency., • Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed., • Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated., • Uphold rigorous standards in documentation and reproducibility consistent with professional research practice. Preferred Qualifications • PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield., • Research expertise in one or more of: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter (including moiré systems, magnetism, PXP/Rydberg), AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials., • 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records., • Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicate areas for further support if needed., • Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs., • Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems., • Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week).