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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 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: Mason Technologies is seeking an experienced Senior Buyer to join our growing procurement team. This is a highly hands-on role responsible for sourcing materials, negotiating pricing and supplier agreements, and ensuring the timely procurement of products supporting structured cabling, audio-visual, data center, security, wireless networking, and related low-voltage projects. The ideal candidate has extensive purchasing experience within the low-voltage, electrical, or technology integration industry and is passionate about building strong supplier relationships, driving cost savings, and supporting field operations through strategic procurement. This individual will play a key role in identifying the best products, securing competitive pricing, and ensuring material availability for both project and inventory needs. Responsibilities: • Source products, materials, and equipment from manufacturers and distributors supporting low voltage construction and technology integration projects, • Lead pricing negotiations with manufacturers, distributors, and vendors to secure the most competitive costs, favorable terms, and reliable lead times, • Develop and maintain strong relationships with key suppliers while identifying new sourcing opportunities and strategic vendor partnerships, • Analyze quotes, compare supplier proposals, and make purchasing decisions based on cost, quality, availability, and project requirements, • Identify opportunities for cost savings, rebates, standardization, and procurement process improvements, • Manage purchase orders from creation through delivery, ensuring accurate and timely fulfillment, • Monitor inventory levels and collaborate with Inventory, Project Management, Engineering, and Operations to forecast material requirements, • Work closely with project teams to procure materials that meet project specifications and installation schedules, • Resolve supplier issues including pricing discrepancies, shortages, backorders, shipping delays, and product substitutions, • Maintain accurate purchasing records, vendor pricing, and product information within ERP and procurement systems, • Stay informed on market trends, manufacturer product updates, pricing fluctuations, and supply chain risks impacting the low-voltage industry Preferred Qualifications: • Bachelor's degree in supply chain management, business administration, or a related field preferred (or equivalent industry experience), • 5+ years of purchasing or procurement experience, preferably within the low-voltage, electrical, AV, structured cabling, security, or technology integration industries, • Strong knowledge of low-voltage products including structured cabling, fiber optics, security systems, access control, surveillance, audio-visual, networking, and data center infrastructure, • Demonstrated success negotiating pricing, contracts, and supplier agreements resulting in measurable cost savings, • Established relationships with manufacturers and distributors within the low-voltage industry are highly desirable, • Strong analytical, organizational, and problem-solving skills with exceptional attention to detail, • Excellent communication and relationship-building skills, • Experience with ERP systems, procurement software, and Microsoft Excel Salary: Starting from $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 DescriptionJob Summary We are seeking an experienced and compassionate Elder Law Attorney to provide legal counsel in Medicaid planning, asset protection, long-term care planning, and crisis Medicaid applications. The ideal candidate will have a strong background in Elder Law, Estate Planning, and Trusts & Estates, with a commitment to delivering exceptional client service. Advise clients on Medicaid eligibility and asset protection strategies. Develop and implement Medicaid pre-planning and crisis planning solutions Oversee Medicaid applications and appeals. Counsel clients regarding long-term care planning, nursing home placement, and community Medicaid programs. Prepare and oversee estate planning documents. Work closely with families navigating urgent healthcare and financial challenges. Build and maintain strong relationships with clients and referral sources. Qualifications J.D. from an accredited law school. Active admission to the New York State Bar. Experience in Elder Law, Medicaid Planning, Estate Planning, or Trusts & Estates. Strong knowledge of Medicaid eligibility rules and crisis planning strategies. Excellent communication, client service, and organizational skills. Ability to manage sensitive client matters with professionalism and compassion. Company DescriptionSynectics is a leading staffing and workforce solutions company dedicated to connecting exceptional talent with top organizations. We specialize in IT, engineering, finance, healthcare, and professional services recruitment, offering both contract and permanent staffing solutions. With a people-first approach, we focus on understanding the unique needs of our clients and candidates to create long-term, successful matches. Our mission is to empower businesses with the right talent while helping professionals achieve rewarding career opportunitiesSynectics is a leading staffing and workforce solutions company dedicated to connecting exceptional talent with top organizations. We specialize in IT, engineering, finance, healthcare, and professional services recruitment, offering both contract and permanent staffing solutions. With a people-first approach, we focus on understanding the unique needs of our clients and candidates to create long-term, successful matches. Our mission is to empower businesses with the right talent while helping professionals achieve rewarding career opportunities

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 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.

Extended team$20 - $40/hourpayRecruitment marketingProject ManagementCampaing performance monitoringmicro1 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. Recruitment Marketing Specialist: Job Type: Full-time Location: Remote Job Summary: Join our team as a Recruitment Marketing Specialist and play a pivotal role in driving talent acquisition through innovative marketing strategies. You will spearhead the planning, execution, and analysis of recruitment marketing campaigns, ensuring our initiatives attract top talent and deliver measurable impact. This is a dynamic opportunity to leverage your expertise in recruitment marketing and project management within a collaborative, fully remote environment. Key Responsibilities: • Own and maintain the supply marketing team’s projects, keeping all initiatives organized, prioritized, and up to date., • Coordinate marketing projects from inception to execution, aligning stakeholders on deliverables and timelines throughout the process., • Manage the seamless production and delivery of both organic and paid content across acquisition channels., • Oversee the marketing content pipeline, working closely with content creators to ensure timely and quality output., • Track, analyze, and report on the performance of marketing campaigns across paid ads, job boards, social media, email, and other platforms., • Surface actionable insights from campaign and channel data, providing clear recommendations to optimize performance and achieve recruitment goals., • Champion effective communication across teams, ensuring alignment and transparency in all project stages. Required Skills and Qualifications: • Proven experience in recruitment marketing, employer branding, or talent acquisition marketing roles., • Strong project management skills with a history of coordinating multiple complex initiatives simultaneously., • Demonstrated expertise in campaign performance monitoring and data-driven optimization., • Exceptional written and verbal communication abilities, with an emphasis on clarity and stakeholder alignment., • Experience managing content calendars and collaborating with cross-functional teams including content creators and recruiters., • Proficiency with analytics tools and platforms such as Google Analytics, applicant tracking systems, and marketing dashboards., • Detail-oriented, highly organized, and able to thrive in a fast-paced, remote team environment. Preferred Qualifications: • Background in B2B or high-growth technology environments., • Familiarity with paid advertising for recruitment (e.g., job board ads, programmatic platforms)., • Experience with employer branding initiatives and creative recruitment campaigns.

$40 - $50/hourpayComponent Style GuidesPixel-Perfect UI ImplementationTypescriptResponsive Web DesignCSS3micro1 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: Frontend Software Engineer Role Type: Contractor Location: Remote micro1 is engaging expert Frontend Software Engineers to participate in a high-impact customer project, focusing on crafting exceptional user interfaces. 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. Leverage your ability to interpret detailed component style guides and screenshots, delivering pixel-accurate, responsive web interfaces that set new standards in usability and aesthetics. Strong communication skills are highly valued for effective collaboration and documentation. Scope of Work • Interpret and translate component style guides and interface screenshots into precise, visually consistent UI deliverables., • Implement pixel-perfect, responsive web components using modern technologies such as Typescript and CSS3., • Ensure all UI elements adhere to established design systems and accessibility standards., • Collaborate asynchronously through clear documentation and constructive feedback within a remote-first environment., • Proactively identify, communicate, and resolve inconsistencies or ambiguities in design specifications., • Optimize UI performance across devices, focusing on fast load times and smooth interactions., • Contribute domain-specific expertise to guide the training and development of advanced AI models. Preferred Qualifications • Minimum of 3 years of professional experience delivering high-quality front-end solutions., • Proven proficiency with Typescript, CSS3, and responsive web design principles., • Demonstrated success in building pixel-perfect interfaces from detailed visual references., • Experience working with and extending component style guides and design systems., • Strong English communication skills, • Self-motivated and capable of delivering autonomously within distributed project environments., • Advanced degree (Master’s or PhD) in Computer Science or a related technical discipline is a plus.

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.AI systems learn, reason, and perform.Our platform identifies and vets top talent through an AI recruiter

Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. Generate, review, and refine questions and solutions based on real-world mechanical engineering scenarios. Apply advanced subject matter knowledge to evaluate and solve c

PhD Engineer (Electrical, Mechanical, Chemical). Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. PhD Engineer (Electrical, Mechanical, Chemical).

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.AI systems learn, reason, and perform.Our platform identifies and vets top talent through an AI recruiter

GCP certifications such as Associate Cloud Engineer or Professional DevOps Engineer. 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.

Core team$200K - $300K/yr compensationAzureDevOpsKubernetesDockermicro1 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 Type: Full-time Location: Remote - US Job Summary: Join our team as an Azure DevOps Engineer, where you will play a pivotal role in building, maintaining, and optimizing cutting-edge cloud infrastructure. This is an opportunity to leverage your expertise in Azure, DevOps, Kubernetes, and Docker to drive innovative solutions and ensure seamless deployment pipelines. As a core team member, your passion for clear written and verbal communication will be critical to collaborating across distributed teams and delivering high-impact results. Key Responsibilities: • Design, implement, and manage scalable, secure cloud infrastructure on Microsoft Azure., • Develop and maintain CI/CD pipelines using Azure DevOps tools to ensure reliable application delivery., • Orchestrate and manage containerized applications with Kubernetes and Docker., • Monitor system performance, automate operational tasks, and proactively resolve issues., • Collaborate closely with development teams to streamline deployments and improve operational efficiency., • Ensure robust system security, compliance, and reliable backup/recovery strategies., • Document processes and solutions, and communicate insights effectively with technical and non-technical stakeholders. Required Skills and Qualifications: • Minimum 5 years of hands-on experience in DevOps roles, with a strong focus on Azure cloud environments., • Deep expertise in Azure DevOps tools and services., • Advanced proficiency in Kubernetes and Docker for orchestration and container management., • Excellent written and verbal communication skills, with a passion for clear, collaborative work., • Experience designing and optimizing CI/CD pipelines., • Solid understanding of infrastructure automation, monitoring, and troubleshooting., • Strong problem-solving skills, attention to detail, and a proactive approach to continuous improvement. Preferred Qualifications: • Familiarity with additional cloud platforms such as GCP and AWS., • Experience supporting large-scale, distributed systems., • Relevant Azure or Kubernetes certifications are a plus. Compensation & Benefits Notice The national pay range for this full-time position is base salary of $160,000-$220,000. 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 - $70/hourpaymanagement consultingbusiness strategymarket analysisfinancial modelingexecutive communicationpresentation designdata visualizationreport writinganalytical thinkingcritical thinkingmicro1 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: Management Consultant / Business Strategy Specialist Role Type: Contractor Location: Remote micro1 is engaging Management Consultant / Business Strategy Specialists to contribute to a customer's strategic project initiative. 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 involves leveraging your background in management consulting and business strategy to develop recommendations, executive presentations, market analyses, and operational assessments. Success in this engagement depends on your ability to craft clear written and verbal communications, develop visually rich materials, and distill complex information for diverse audiences. Scope of Work • Develop and review strategic recommendations based on client objectives and industry best practices, • Create executive-level presentations, slide decks, and business reports with compelling visualizations and data-driven insights, • Conduct market analyses and operational assessments, synthesizing findings into actionable frameworks, • Construct and interpret complex financial models, business cases, and scenario analyses, • Evaluate and critique business documents, providing structured feedback to enhance clarity and impact, • Design rubrics and scoring criteria from visual documents or presentations (e.g., PowerPoint decks), • Summarize key insights in a manner that supports high-level decision-making and AI model training use cases Preferred Qualifications • Demonstrated experience as a Management Consultant, Strategy Consultant, Corporate Strategy Manager, Business Consultant, Transformation Consultant, or Big 4 Consultant, • Exceptional written and verbal communication skills, with a focus on clarity, precision, and professionalism, • Proficiency in developing executive presentations, business reports, and visually engaging documents, • Advanced analytical and critical thinking abilities, including experience with market research and financial modeling, • Skilled in interpreting and summarizing complex information for non-technical and executive audiences, • Familiarity with creating rubrics, frameworks, or scoring guides from business materials, • Comfort working independently in a remote, collaborative project environment

$40 - $50/hourpayFloor PlansElevation SetsCAD DrawingsGD&T CalloutsMulti-Sheet Electrical SchematicsPCB layoutsmicro1 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: Architect (CAD & Construction Documentation) Role Type: Contractor Location: Remote micro1 is engaging Architect (CAD & Construction Documentation) experts to contribute their advanced skills to a dynamic 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 • Create detailed floor plans and elevation sets based on project requirements, • Develop comprehensive CAD drawings for architectural and engineering purposes, • Prepare accurate Geometric Dimensioning and Tolerancing (GD&T) callouts for manufacturing documentation, • Produce and annotate multi-sheet electrical schematics to industry standards, • Design and review PCB layouts, integrating best practices for manufacturability and functionality, • Collaborate through exchanges to clarify requirements and resolve technical questions, • Deliver thorough documentation packages consistent with project milestones and quality expectations Preferred Qualifications • Minimum of 3 years of recent experience in architectural CAD and construction documentation, • Proficiency with industry-standard tools for 2D/3D CAD and PCB layout design, • Proven ability to generate and interpret GD&T callouts and complex schematic diagrams, • Experience developing multi-sheet electrical schematics and integrating PCB layouts within building projects, • Strong attention to detail and organizational skills for managing multi-document sets, • Advanced communication skills in English, • Background in collaborating on remote, cross-functional projects is a plus

$80 - $90/hourpayComputer SciencePhDPythonData Sciencemicro1 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: Computer Science Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Computer Science Experts (PhD) to contribute their advanced subject-matter expertise to a customer's AI training initiative. 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 • Produce authoritative, accurate, and well-explained responses to advanced computer science queries aimed at AI model improvement, emphasizing clarity and depth rather than rubric-based scoring., • Review and evaluate computer science data, questions, and solutions to guarantee accuracy, completeness, and current best-practice alignment., • Develop comprehensive explanations and justifications across a wide array of computer science concepts, spanning foundational and specialized areas of the field., • Collaborate with annotation leads and project managers to refine requirements and uphold high standards for response quality., • Create exemplary "golden responses" that set benchmarks for future model outputs, ensuring consistency and reliability in training data., • Document context and rationale behind answers to assist model interpretability and future annotation efforts., • Participate in remote discussions or workshops to clarify objectives and maintain alignment across the contributor community. Preferred Qualifications • PhD in Computer Science or a closely related field with robust expertise in both foundational and advanced topics., • Proven ability to communicate intricate computer science concepts with precision in both written and verbal forms., • Experience in developing, reviewing, or publishing scientific, technical, or educational computer science materials (such as research articles, curricula, industry reports, or peer reviews)., • Familiarity with multiple sub-disciplines within computer science (algorithms and theory, systems, artificial intelligence and machine learning, databases, computer networks, security, etc.) and the ability to adapt explanations for diverse audiences., • Exceptional attention to detail with a commitment to analytical accuracy and methodological rigor., • Experience with AI, data annotation, or digital content development projects is advantageous but not essential., • Strong collaboration skills, particularly in remote or cross-functional environments. 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.

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.

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.AI systems learn, reason, and perform.Our platform identifies and vets top talent through an AI recruiter

$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.

$40 - $130/hourpayelectrical engineeringanalog circuitsdigital circuitsrfpower electronicsintegrated circuits (ic)educational content creationrubric designassessment developmentinstructional designtechnical writingverbal communicationasynchronous collaborationremote workindependent 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. Role Title: Electrical Engineering Professor Role Type: Contractor. Location: Remote micro1 is engaging Electrical Engineering Professors to contribute expertise to a high-impact project advancing AI research and assessment 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 • Design and author graduate-level single-option (multiple-choice) exam questions within your area of electrical engineering specialization, ensuring rigor and authenticity., • Develop detailed explanations and precise grading rubrics for each question, consistent with academic standards and best practices in assessment., • Review and validate the technical accuracy and pedagogical strength of AI-generated content related to electrical engineering concepts., • Collaborate asynchronously with other subject matter experts to refine question quality, ensuring clarity, relevance, and academic rigor., • Evaluate AI model outputs, providing nuanced feedback that reflects your understanding of where models meet or diverge from human reasoning., • Clearly communicate complex technical concepts in written form, as for exam solutions or instructional content., • Contribute to a continually evolving, high-quality question bank that reflects advanced engineering reasoning. Preferred Qualifications • PhD or advanced Master's degree in Electrical Engineering with demonstrated teaching experience at the university level (professor, adjunct, lecturer, or TA)., • Experience authoring or reviewing graduate-level assessments, exams, or coursework in electrical engineering., • Deep subject matter knowledge in one or more of: Analog Circuits, Digital Circuits, RF, Power Electronics, with emphasis on Integrated Circuits (IC)., • Expertise in rubric design, assessment development, or educational content creation., • Exceptional written communication skills, with a strong emphasis on clarity and academic rigor., • Demonstrated capacity to work independently, meet project milestones, and deliver high-quality contributions remotely., • Comfort with asynchronous collaboration on remote research or content development projects.

$80 - $90/hourpayadvanced chemistry knowledgescientific writingverbal commsattention to detaileducational content 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. Role Title: Chemistry Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Chemistry Experts (PhD) to contribute their advanced subject-matter expertise to a customer’s AI training initiative. 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 • Produce authoritative, accurate, and well-explained responses to advanced chemistry queries aimed at AI model improvement, emphasizing clarity and depth rather than rubric-based scoring., • Review and evaluate chemistry data, questions, and solutions to guarantee scientific accuracy, completeness, and current best-practice alignment., • Develop comprehensive explanations and justifications across a wide array of chemical concepts, spanning foundational and specialized areas of chemistry., • Collaborate with annotation leads and project managers to refine requirements and uphold high standards for response quality., • Create exemplary “golden responses” that set benchmarks for future model outputs, ensuring consistency and reliability in training data., • Document context and rationale behind answers to assist model interpretability and future annotation efforts., • Participate in remote discussions or workshops to clarify objectives and maintain alignment across the contributor community. Preferred Qualifications • PhD in Chemistry or a closely related scientific field with robust expertise in both foundational and advanced topics., • Proven ability to communicate intricate chemistry concepts with precision in both written and verbal forms., • Experience in developing, reviewing, or publishing scientific, technical, or educational chemistry materials (such as research articles, curricula, industry reports, or peer reviews)., • Familiarity with multiple sub-disciplines within chemistry (organic, inorganic, physical, analytical, materials science, etc.) and the ability to adapt explanations for diverse audiences., • Exceptional attention to detail with a commitment to scientific accuracy and methodological rigor., • Experience with AI, data annotation, or digital content development projects is advantageous but not essential., • Strong collaboration skills, particularly in remote or cross-functional environments. 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.

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.

$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.

$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.

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).

$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).

Extended team$30 - $50/hourpayReferral PartnershipsLead-generationOutbound OutreachStakeholder Managementmicro1 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: Referral Partnerships Lead Job Type: Full-time Location: Remote The Role Play a pivotal role in scaling our referral ecosystem by building and managing a network of referral partners. Your primary responsibility will be recruiting, onboarding, and activating individuals and small lead-generation organizations that can expand our referral network and drive company acquisition through downstream referral channels. This is a highly relationship-driven role focused on network expansion, partner activation, and referral ecosystem growth. What You'll Do • Recruit and onboard individuals and small lead-generation organizations into our referral partner program., • Build and scale a multi-layer referral network that expands our ability to generate company leads., • Develop outreach strategies to identify and attract high-potential referral partners., • Educate partners on referral processes, incentives, and best practices., • Manage partner onboarding, activation, engagement, and ongoing communication., • Configure and manage custom referral fee structures when applicable., • Create playbooks, training materials, and resources that help partners successfully grow their own referral networks., • Track partner activity, referral volume, activation rates, and network growth metrics., • Identify top-performing partners and develop strategies to increase their contribution., • Work closely with leadership and growth teams to optimize referral programs and partner incentives., • Continuously improve processes that increase referral network expansion and company acquisition outcomes. What We Look For • Experience in partnerships, affiliate programs, referral programs, community building, business development, or network-driven growth., • Proven ability to recruit, activate, and manage external partners., • Strong relationship-building and communication skills., • Experience working with incentive-based or performance-driven partner ecosystems., • Comfortable with outbound outreach and partner acquisition., • Highly organized with strong follow-through and operational discipline., • Data-driven mindset with the ability to track performance and optimize programs., • Self-starter who thrives in fast-moving, high-ownership environments. Preferred • Experience building referral, affiliate, ambassador, or partner networks., • Experience working with lead-generation organizations or independent business development partners., • Familiarity with partner management, CRM, and referral tracking tools., • Experience in recruiting, staffing, AI, technology, marketplaces, or growth-focused organizations., • History of scaling partner ecosystems that produced measurable business outcomes.

$80 - $100/hourpaycontract draftingcommercial agreementslegal document reviewattention to detailwritten communicationverbal communicationremote collaborationlegal complianceindustry best practiceslegal technologymicro1 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: Contract Specialist Role Type: Contractor Location: Remote micro1 is engaging Contract Specialists to contribute to a customer's project focused on developing a suite of real-world commercial agreements. In this role, you'll apply your expertise to help train next-generation AI systems. We are seeking commercial attorneys who can provide or create practical contractual documents for a seeding project. Contributors will be paid per document delivered and are expected to produce agreements such as MSAs, lease agreements, IP licensing, marketing agreements, and licensing agreements. Scope of Work • Draft, review, and provide high-quality templates, samples, and annotated examples of the following agreement types:, • Master Service Agreements (MSAs), • Lease Agreements, • Intellectual Property (IP) Licensing Agreements, • Marketing Agreements, • Licensing Agreements, • Ensure all agreements reflect current legal standards, industry best practices, and practical commercial use cases., • Submit well-structured, high-quality documents that contribute to the project's AI training dataset., • Communicate promptly and professionally, both in writing and verbally, to clarify requirements and deliverables as needed. Preferred Qualifications • Practicing or recently qualified commercial attorney with exposure to contract drafting and negotiation., • Working knowledge of standard commercial agreements, including MSAs, lease agreements, IP and marketing contracts., • Strong written and verbal communication skills, with attention to clarity and accuracy in contractual language., • Demonstrated ability to create or adapt legal documents for practical, real-world scenarios., • Experience with remote collaboration and delivering assignments autonomously., • Detail-oriented approach to ensure agreements comply with relevant laws and best practices., • Interest or background in legal operations, technology, or AI-enabled platforms is a plus. Additional Info: This role is document-driven and centers on the provision of eligible transaction materials. You will be directly responsible for sourcing and supplying the documents. No confidential, NDA-protected, proprietary, or MNPI content can be accepted.

$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.

$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.

$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.

$80 - $90/hourpaybiology expertisecritical evaluationscientific communicationattention to detailmicro1 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: Biology Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Biology Experts (PhD) to contribute to a dynamic customer project focused on advancing artificial intelligence capabilities. 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 • Critically evaluate and provide detailed feedback on biology-related data, prompts, or content used in AI development workflows., • Create, review, and refine scientific scenarios, questions, or explanations reflecting complex, real-world biological problems., • Offer expert-level insights to ensure accuracy, relevance, and depth of AI training datasets and system outputs in the biological domain., • Collaborate with platform teams to clarify ambiguities and improve data quality, coverage, and representativeness for biological subject matter., • Document findings, methodologies, and rationale to support transparency and reproducibility in project deliverables., • Participate in iterative review cycles and ongoing evaluation to enhance the AI system’s capabilities in biology., • Engage in knowledge-sharing sessions with interdisciplinary experts, contributing to the enrichment of project outcomes. Preferred Qualifications • PhD in biology or a closely related life science discipline., • Demonstrated expertise in core biological principles with the ability to contextualize complex topics for diverse audiences., • Exceptional written and verbal communication skills, ensuring clear articulation of feedback and scientific reasoning., • Experience with scientific data analysis, critical evaluation of research, and synthesis of intricate subject matter., • Proven ability to work independently, consistently delivering high-quality outputs within defined project frameworks., • Prior contributions to interdisciplinary scientific or technology-focused projects (exposure to AI is a plus but not mandatory)., • Keen attention to detail, consistency, and a passion for promoting scientific rigor and accuracy. 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.

$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.

$80 - $105/hourpayFund ManagementFund FormationContract RedliningContract Negotiationsmicro1 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: Funds Attorney Role Type: Contractor Location: Remote We are seeking seasoned Funds 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 funds department of a corporate law firm., • Familiarity with standard M&A agreements, including LPA’s, subscription agreements, and side letters., • 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. 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.

$60 - $130/hourpaymechanical engineeringsolid and structural mechanicsdynamics and vibration and controlthermal-fluidstechnical writingassessment designeducational content creationwritten communicationverbal communicationattention to detailtechnical accuracyremote collaborationself-motivationorganizationdigital workflow toolsmicro1 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: Mechanical Engineering Professor Role Type: Contractor Location: Remote micro1 is engaging Mechanical Engineering Professors, adjuncts, and academic instructors to participate in a high-impact AI research 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 • Design and author rigorous single-option (multiple-choice) assessment questions in your specialization within mechanical engineering, calibrated for graduate or postgraduate complexity., • Translate advanced concepts from Solid & Structural Mechanics, Dynamics & Vibration & Control, or Thermal-Fluids into challenging exam-quality content., • Develop detailed explanations and rationales for answer choices, maintaining the clarity and precision expected in academic settings., • Review and validate the technical accuracy and pedagogical quality of AI-generated mechanical engineering materials., • Collaborate asynchronously with other subject matter experts and project coordinators to refine and improve content quality., • Conduct quality checks, revisions, and enhancements on contributed materials based on feedback and project standards., • Maintain thorough records of assignments and submissions using digital workflow tools provided for the engagement. Preferred Qualifications • PhD or MS in Mechanical Engineering, with current or previous university-level teaching experience (professor, adjunct, lecturer, or TA) in one or more core areas: Solid & Structural Mechanics, Dynamics & Vibration & Control, or Thermal-Fluids., • Experience authoring, grading, or reviewing graduate-level exams, problem sets, or coursework., • Demonstrated ability to convert complex mechanical engineering principles into clear, exam-ready written content., • Background in assessment design, rubric development, or educational content creation., • Exceptional written and verbal communication skills; adept at articulating intricate concepts concisely and accurately., • Meticulous attention to detail and commitment to technical accuracy in all deliverables., • Self-motivated, organized, and comfortable working independently in a remote, asynchronous project environment; familiarity with collaborative digital platforms is a plus. 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.

$90 - $120/hourpaystatisticsPhDstatistical approachadvanced data analysisMySQLmicro1 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: Statistics Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Statistics Experts (PhD) to contribute their advanced subject-matter expertise to a customer's AI training initiative. 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 • Produce authoritative, accurate, and well-explained responses to advanced statistics queries aimed at improving AI model performance, emphasizing clarity and depth over score-based metrics., • Review and evaluate statistics data, queries, and solutions to ensure accuracy, completeness, and alignment with current best practices., • Develop comprehensive explanations and justifications across both foundational and specialized statistics concepts, tailored for a range of technical backgrounds., • Collaborate with annotation leads and project managers to refine project requirements and maintain high standards for response quality., • Create exemplary "golden responses" that serve as benchmarks for future AI model outputs, ensuring reliability and consistency in training datasets., • Document the context and rationale behind answers to enhance model interpretability and facilitate future annotation efforts., • Participate in remote discussions or workshops to clarify objectives and maintain alignment within the contributor community. Preferred Qualifications • PhD in Statistics or a closely related field with demonstrated expertise in both core and advanced statistical topics., • Exceptional written and verbal communication skills, with proven ability to convey complex statistical concepts with precision., • Experience creating, reviewing, or publishing scientific, technical, or educational materials in statistics (e.g., research articles, curricula, industry reports, peer reviews)., • Familiarity across various sub-disciplines of statistics, such as probability theory, statistical inference, Bayesian methods, biostatistics, experimental design, or computational statistics., • Strong attention to analytical detail and a commitment to methodological rigor., • Experience with MySQL and advanced data analysis techniques., • Background in AI, data annotation, or digital content development projects is a plus, though not required., • Demonstrated ability to collaborate effectively in remote and cross-functional project environments. 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 - $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.

$80 - $90/hourpayeconomicsPhDmicroeconomicsmacroeconomicsattention to detailmicro1 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: Economics Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Economics Experts (PhD) to contribute advanced subject-matter expertise to a customer's AI training initiative. 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 • Produce precise, comprehensive, and well-articulated responses to advanced economics prompts, focusing on clarity, depth, and educational value rather than rubric-based scoring., • Review and validate economics data, queries, and proposed solutions to ensure accuracy, completeness, and alignment with current methodologies., • Develop robust explanations and justifications across a spectrum of economics concepts, from foundational principles to specialized topics., • Collaborate with annotation leads and project managers to refine project requirements, ensuring delivery of top-quality content for AI model advancement., • Create "golden responses" that serve as benchmarks for model training, setting high standards for future outputs., • Document the context and rationale behind each response to enhance model interpretability and support further annotation efforts., • Participate in remote discussions and workshops to clarify strategic objectives and foster cohesive contributor alignment. Preferred Qualifications • PhD in Economics or a closely related field with proven expertise in both core and specialized areas of economics., • Exceptional ability to communicate complex economics concepts with precision and clarity, both in writing and verbally., • Demonstrated experience developing, reviewing, or publishing scientific, technical, or educational economics materials (e.g., peer-reviewed articles, research reports, curriculum)., • Broad familiarity with multiple economics sub-disciplines (such as microeconomics, macroeconomics, econometrics, behavioral economics, labor, or international economics), and adaptability in tailoring explanations for varied audiences., • Strong attention to detail with a dedication to analytical rigor and methodological accuracy., • Background in AI, data annotation, or digital content projects is advantageous but not mandatory., • Proven collaboration skills, especially in remote or cross-functional project environments. 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 - $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.

$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.

$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.

$80 - $90/hourpayCalculusResearch MethodologyMathematicsmicro1 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. 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.

$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.

$13 - $13/hourpayVideo CapturingIMU (Inertial Measurement Unit)Attention to Detailmicro1 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-Video Generalist Job Type: Contractor Location: Remote - experts based in Alabama, Arkansas, Georgia, Idaho, Indiana, Iowa, Kansas, Kentucky, Louisiana, Mississippi, Montana, Nevada, New Hampshire, North Carolina, North Dakota, Ohio, Oklahoma, Pennsylvania, South Carolina, South Dakota, Tennessee, Utah, Virginia, West Virginia, and Wisconsin. 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: • Capture precise motion data using your smartphone during specified physical tasks., • Supported devices include the iPhone 12 and later, Google Pixel 6 and later, and Samsung Galaxy S21 and later., • Record synchronized video footage to validate and enhance the integrity of collected sensor data., • Follow detailed technical protocols to ensure all submissions meet strict quality, labeling, and determinism standards., • Consistently contribute a minimum of 10 hours of approved video data per week throughout the project duration., • Communicate effectively with the team to clarify guidelines and provide feedback on data collection processes., • Ensure timely and reliable delivery of data outputs in accordance with project milestones., • Participate in required device compatibility checks and a custom AI-enabled interview process. Required Skills and Qualifications: • Access to a head strap to be able to record both hands within 48 hours of the start date., • Demonstrated adherence to standardized protocols and rigorous technical instructions., • Proven ability to manage and deliver reliable output in a fast-paced, data-driven environment., • Strong written and verbal communication skills; ability to document work and collaborate remotely., • Experience with mobile devices and a high level of digital literacy., • Physical capability to perform repetitive movement tasks safely and accurately., • Access to a compatible smartphone for high-fidelity sensor and video data collection., • Eligibility to work in designated U.S. states., • Note: Applications submitted with a Gmail address are strongly preferred for seamless tool integration. Compensation Structure Compensation is output-based; experts are paid per recorded video that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Start Timeline & Availability We typically fill roles within 48 hours, so we’re looking for teammates who are ready to jump in. If selected, we’d love for you to start your first task as soon as you move forward with your application. The expectation is to begin within ~24 hours of completing onboarding. Equipment Requirements Mobile: Tasks for this project must be performed from a mobile device (smartphone). Experts will record their workflow directly from the mobile device while completing tasks. Head Strap / Wearable: Tasks for this project must be performed using a head-mounted camera (head strap setup). Experts will record first-person video of physical tasks. The required head strap and any accompanying equipment specifications will be shared during onboarding.

$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.

$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.

$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).