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Job Description Pathlink is seeking a Board Certified Cytopathologist for a full-time position in Vineland, NJ and Mullica Hill, NJ Full Time 40 hours per week. Ideal candidate will have experience with All specimen types – Hematopathology & Cytopathology with some general Surgical Pathology Surgical Specimen experience About the Role: The Cytopathologist plays a critical role in the diagnosis and management of diseases at the cellular level by examining samples obtained through various minimally invasive procedures. This position involves the detailed microscopic evaluation of cells from body fluids, fine needle aspirations, and exfoliative cytology to detect malignancies, infections, and other pathological conditions. The Cytopathologist collaborates closely with clinical teams to provide accurate and timely diagnostic information that directly influences patient treatment plans. Additionally, the role includes overseeing laboratory operations related to cytopathology, ensuring quality control, and maintaining compliance with regulatory standards. Ultimately, the Cytopathologist contributes to advancing patient care through expert interpretation of cytological specimens and participation in multidisciplinary case discussions. Minimum Qualifications: • Medical degree (MD or DO) from an accredited institution., • Completion of residency training in pathology with subspecialty fellowship training in cytopathology., • Board certification or eligibility in Anatomic Pathology and Cytopathology by the American Board of Pathology., • Valid New Jersey medical license to practice pathology in the United States., • Demonstrated experience in diagnostic cytopathology. Preferred Qualifications: • Experience with molecular diagnostic techniques and integration of molecular data in cytopathology., • Familiarity with digital pathology and telecytology platforms., • Prior involvement in academic research or publication in peer-reviewed journals., • Strong background in quality management systems and laboratory accreditation processes., • Excellent communication skills for effective interdisciplinary collaboration and teaching. Responsibilities: • Perform microscopic examination and interpretation of cytological specimens including fine needle aspirations, body fluids, and exfoliative samples., • Provide accurate and timely diagnostic reports to guide clinical decision-making and patient management., • Collaborate with pathologists, oncologists, and other healthcare professionals to correlate cytological findings with clinical and radiological data., • Oversee quality assurance and quality control processes within the cytopathology laboratory to maintain high standards of diagnostic accuracy., • Participate in continuing education, research activities, and multidisciplinary tumor boards to stay current with advances in cytopathology and related fields. Skills: The Cytopathologist utilizes advanced microscopic and analytical skills daily to interpret complex cellular specimens accurately. Strong diagnostic acumen is essential to differentiate benign from malignant processes and to identify subtle pathological changes. Effective communication skills are employed to convey findings clearly to clinical teams and to participate in multidisciplinary discussions. Organizational and leadership skills are important for managing laboratory workflows, ensuring compliance with regulatory standards, and mentoring junior staff or trainees. Additionally, proficiency with emerging technologies such as digital pathology enhances diagnostic efficiency and supports remote consultations. Monday - Friday 8am-4pm 40 hrs per week

Job Description Join Headrise AVA as a BCBA and lead life-changing ABA programs for children and individuals with autism. Earn $75–$100/hour plus a $500 sign-on bonus. Supervise Behavior Technicians, support families, and help clients thrive—while growing your career with us. Why Choose Us? $500 sign up bonus! Highest BCBA pay rates! $75 - $100 per hour, based on experience and caseload. Flexible Scheduling! Part-time in person/remote/hybrid opportunities available to support work-life balance Board Certified Behavior Analyst (BCBA) Compensation and Schedule Position: Board Certified Behavior Analyst (BCBA) Location: New Jersey Job Type: Part Time Salary: $75 - $100 per hour Board Certified Behavior Analyst (BCBA) Key Responsibilities: Conduct assessments and create individualized ABA treatment plans Supervise and support Behavior Technicians Track progress through data and adjust programs as needed Provide parent training and collaborate with families Maintain documentation and uphold ethical standards Board Certified Behavior Analyst (BCBA) Qualifications: Active BCBA certification from the Behavior Analyst Certification Board (BACB). LBA license issued by the State of New Jersey preferred (will be required in the near future). Previous experience with children or individuals with autism preferred. Strong leadership, communication, and organizational skills. Take the next step in making a meaningful difference as a Board Certified Behavior Analyst (BCBA)! Apply Today!

Job Description PPE is seeking a board-certified/board-eligible Remote Digital Radiologist to provide high-quality diagnostic interpretations on a per diem basis. This role offers flexible scheduling and the ability to work remotely while supporting timely, accurate imaging services. Duties & Responsibilities: Interpret diagnostic imaging studies including X-ray, CT, MRI, and ultrasound (modality mix may vary) Provide accurate, timely, and high-quality radiology reports in accordance with clinical standards Communicate critical and urgent findings promptly to referring providers Utilize PACS, RIS, and voice recognition systems efficiently Adhere to all regulatory, quality, and patient safety standards Collaborate with referring physicians and clinical staff to support optimal patient care Maintain compliance with HIPAA and data security protocols in a remote environment Qualifications: MD or DO with completion of an ACGME-accredited Radiology residency Board Certified or Board Eligible in Diagnostic Radiology Active and unrestricted NJ medical license Fellowship training a plus but not required Prior tele-radiology experience preferred Strong attention to detail and excellent communication skills Ability to work independently in a remote setting Compensation & Highlights: • Competitive per-study or hourly compensation Flexible scheduling and shift availability Fully remote work environment Malpractice Insurance

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work and the freedom to set your own schedule. This is an opportunity to work with us as an independent contractor. We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands financial principles and decision-making. In this role, you might: Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets Leverage your education and work experience to check the reasoning and accuracy of an AI Assistant's work Push the models with complex, real-world scenarios and edge cases to see where their reasoning holds up – and where it doesn’t. Share clear, structured feedback to help make each new version of the AI smarter and more reliable. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. A Master’s or PhD (completed or in progress) is strongly preferred. Relevant backgrounds include Financial Accounting, Investment Banking, Corporate Development, Wealth Management, and Insurance Planning. Advantages of contracting with us: You'll be able to choose which projects you want to work on and when You work on your own schedule, on your own computer, from the comfort of your own home Projects are paid hourly starting at USD $50-$60 per hour, with bonus rates available on some projects Responsibilities: Give AI chatbots diverse and complex problems and evaluate their outputs Evaluate the quality produced by AI models for correctness and performance Qualifications: Fluency in English (native or bilingual level) Detail-oriented Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises related to finance management A current, in progress, or completed Master's and/or PhD is preferred but not required Note: Payment is made via PayPal. We will never ask for any money from you. PayPal will handle any currency conversions from USD. This is an independent contract position.

Maverick Currencies is a proprietary trading firm that has been funding and developing traders since 1997. We provide capital, structured training, and ongoing mentorship — so you trade our money, not yours. Keep a competitive share of every dollar you earn. If you have a disciplined approach to forex or crypto trading and want to scale up with firm capital behind you, this is the role. • Funded trading account — trade firm capital, not your own, • Profit splits of 60%-90% in your favor, • Flexible remote schedule — work from anywhere in the US, Canada, or UK, • Structured onboarding and proprietary training program, • Mentorship from experienced traders and coaches, • Access to multiple markets: forex (major, minor & exotic pairs) and cryptocurrency, • Clear path to increased buying power as you hit performance milestones, • No desk fees, no monthly charges — we earn when you earn, • Execute trades in forex and/or cryptocurrency markets using technical and/or fundamental analysis, • Follow Maverick’s risk management rules and position-sizing guidelines, • Maintain a daily trading journal and track performance metrics, • Continuously refine your trading strategy based on market conditions and performance data Required: • Genuine interest in trading forex and/or cryptocurrency markets, • Analytical mindset and comfort working with charts and price data, • Strong self-discipline and ability to follow a rules-based trading plan, • Reliable internet connection and availability during major market sessions, • Resident of the United States, Canada, or United Kingdom Preferred (not required): • Prior forex, crypto, futures, or options trading experience, • Familiarity with platforms such as MetaTrader 4/5, TradingView, or similar, • Background in finance, economics, mathematics, or a related field, • Experience with technical analysis, candlestick patterns, or price action strategies This is a performance-based independent contractor role. There is no base salary. Traders earn a share of their profits under a clearly defined profit split agreement. Top traders at Maverick Currencies have consistently grown their accounts and buying power over time. Estimated first-year earnings range widely based on effort, skill development, and market conditions. High-performing traders regularly achieve six-figure annual income. Maverick Currencies is the forex and crypto division of Maverick Trading, one of the longest-running proprietary trading firms in North America. Founded in 1997, Maverick has trained and funded thousands of traders. Our model is simple: we provide the capital and infrastructure, you provide the skill and discipline, and we share in the results together. We are not a copy-trading service, a signal provider, or a get-rich-quick program. We are a serious trading firm looking for motivated individuals who want to build a real trading career. Submit your application through this listing. Qualified candidates will be invited to complete a brief online assessment, which includes a trading aptitude evaluation and our trader personality profile. No trading history is required to apply — we train the right people from the ground up.

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

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).

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

$80 - $160/hourpayPhysics MasteryExpert Judgment in Ambiguous CasesMeta-Level ReasoningResearch LeadershipDefensible Written Articulationmicro1 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 (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful 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 • Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield., • Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes., • Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations., • Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field., • Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor., • Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed., • Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications • PhD in physics with demonstrated expertise and scholarly impact in your specified subfield., • Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership., • Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials., • 3–5 recent representative publications in your target subfield, with arXiv or DOI references., • Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings., • Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools)., • Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments.

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

$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.

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.

$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.

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

$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.

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

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

$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.

$40 - $50/hourpayLogisticsSupply ChainsPacking ListsBills of LandingInventory Registersmicro1 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: Logistics & Supply Chain Management Specialist Role Type: Contractor Location: Remote micro1 is engaging Logistics & Supply Chain Management Specialists to contribute expertise to a customer's project focused on optimizing supply chain processes and documentation. 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 engagement prioritizes professionals with advanced knowledge of global logistics, an analytical mindset, and fluency in English. Scope of Work • Review, analyze, and provide input on logistics documents such as packing lists, bills of lading, and inventory registers for authenticity, accuracy, and industry compliance., • Develop and annotate sample documentation to highlight best practices in logistics and supply chain management., • Evaluate and suggest improvements in current supply chain workflows based on real-world experience., • Deliver detailed feedback on logistics-related scenarios, focusing on document structures and process optimization., • Collaborate with project teams to clarify requirements and explain complex logistics concepts through clear communication., • Participate in quality assurance processes by validating the relevance and correctness of supply chain data sets., • Contribute to the creation of training materials and resources reflecting industry standards and nuanced supply chain challenges. Preferred Qualifications • 3+ years of hands-on experience in logistics and supply chain management, particularly with packing lists, bills of lading, and inventory registers., • Comprehensive understanding of logistics workflows, documentation, and global supply chain operations., • Ability to communicate complex technical concepts with clarity in English., • Meticulous attention to detail when reviewing and creating supply chain documentation., • Proven analytical skills and experience identifying process improvements in a logistics context., • Master’s degree in Supply Chain Management, Logistics, or a related field is a plus., • Comfort working independently in a remote, collaborative environment and delivering timely, high-quality contributions.

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.

$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.

$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.

Extended team$15 - $20/hourpaySourcingRecruitment pipelineRemote work self-managementStakeholder communicationmicro1 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. Associate Recruiter: Job Type: Full-time Location: Remote Job Summary: Join our team as an Associate Recruiter and play a pivotal role in building high-performing, diverse teams at a fast-growing organization. You will drive a full-cycle recruitment process and help source exceptional talent by leveraging your expertise and proactive communication skills. This is a fantastic opportunity to further your recruitment career in a dynamic, remote-first startup environment. Key Responsibilities: • Source, identify, and engage potential candidates using creative and innovative methods., • Effectively manage the recruitment pipeline from initial outreach to offer acceptance., • Coordinate interviews, facilitate feedback, and ensure a smooth candidate experience., • Communicate proactively and professionally with stakeholders, hiring managers, and candidates., • Track, analyze, and report on key recruitment metrics to optimize hiring strategies., • Maintain accurate candidate records and documentation within the applicant tracking system., • Continuously share market insights and recommendations to enhance the recruitment process. Required Skills and Qualifications: • Minimum 1 year of experience in full-cycle recruitment, ideally within a startup environment., • Strong sourcing techniques and familiarity with a variety of recruitment platforms and tools., • Proven ability to manage recruitment pipelines and multiple requisitions simultaneously., • Exceptional written and verbal communication skills, with attention to detail., • Ability to work independently and self-manage effectively in a remote setting., • Strong organizational and time management abilities., • Experience building relationships with diverse stakeholders across all levels. Preferred Qualifications: • Prior experience recruiting for technical or hard-to-fill roles., • Familiarity with employer branding strategies and digital outreach., • Passion for creating a positive candidate experience and a collaborative team culture.

$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.

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

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.

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

$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.

$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.

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

Core team$130K - $180K/yr compensationAccounts ReceivableRevenue recognitionASC 606Accounting Softwaremicro1 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: Revenue & Accounts Receivable Manager Job Type: Full-time Location: Remote Job Summary: Join our team as a Revenue & Accounts Receivable Manager and play a pivotal role in ensuring the financial health and operational integrity of micro1’s revenue cycle. This is an exceptional opportunity to own end-to-end A/R operations, drive revenue recognition accuracy, and build scalable financial processes within a fast-moving, mission-driven company. We value team members who bring sharp analytical instincts, a bias toward action, and a commitment to excellence in every detail. Key Responsibilities: • Own the full accounts receivable lifecycle, including invoicing, collections, cash application, and reconciliation, ensuring accuracy and timeliness across all customer accounts, • Manage and continuously improve revenue recognition processes in accordance with ASC 606 and GAAP standards, • Monitor aging reports and lead proactive collections outreach, escalating as necessary to resolve delinquencies and minimize DSO, • Partner cross-functionally with Sales, Legal, and Customer Success to resolve billing disputes, credit holds, and contract discrepancies in a timely manner, • Prepare and deliver weekly and monthly A/R reporting, including aging summaries, cash flow forecasts, and KPI dashboards for finance leadership, • Maintain and optimize financial systems for transaction accuracy, workflow efficiency, and audit readiness, • Support monthly and quarterly close processes, including A/R subledger reconciliation to the general ledger, • Develop, document, and enforce internal controls and A/R policies to mitigate risk and ensure compliance, • Assist with audit preparation and respond to external auditor inquiries related to revenue and receivables, • Identify opportunities to automate and scale A/R workflows as the company grows Required Skills and Qualifications: • Bachelor’s degree in Accounting or Finance; CPA or CA preferred, • 4–6 years of experience in accounts receivable, revenue operations, or a related finance role, ideally within a high-growth technology or SaaS company, • Hands-on experience with ERP/accounting system, • Deep understanding of accounts receivable processes, revenue recognition principles (ASC 606), and GAAP, • Strong command of Google Sheets and Excel, • Demonstrated ability to manage collections and resolve billing disputes with professionalism and urgency, • Exceptional written and verbal communication skills, with attention to detail, • Proven ability to thrive in a fast-paced, remote environment and work independently with minimal oversight Preferred Qualifications: • CPA, or progress toward a professional certification., • Prior experience implementing or improving A/R automation tooling. Compensation & Benefits Notice The national pay range for this full-time position is base salary of $110,000 –$150,000 USD. All employees are eligible for equity compensation, and employees may also receive performance-based bonuses, dependent on role and subject to company policies. micro1 provides a comprehensive benefits package, including up to 100% reimbursement for health-insurance premiums, paid time off, a 401(K) plan with a company match, and additional benefits designed to support a high-performing, remote-first workforce. micro1 is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, veteran status, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation during the application process, reach out to support@micro1.ai. Our hiring process utilizes artificial intelligence tools to assist in candidate screening and assessment. Our AI tools are designed to complement, not replace, human decision-making. Disclaimer The information contained in this job posting, including but not limited to role responsibilities, qualifications, compensation, and benefits, is provided for informational purposes only and does not constitute a binding offer of employment. micro1 reserves the right to amend, modify, or withdraw any portion of this posting at its sole discretion and without prior notice. All employment decisions are made in accordance with applicable laws and regulations.

$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).

$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.

$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.

$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).

$80 - $150/hourpayPhysics MasteryWritten Technical CommunicationCritical Evaluation & Error DetectionCalibrated Technical JudgmentVerification & Cross-Checking 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 (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. 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 review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms., • Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology., • Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback., • Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement., • Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument., • Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate., • Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications • PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials)., • Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist., • Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links., • Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation., • Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars., • Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor., • Reliable access to high-speed internet and a computer suitable for rigorous technical work.

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

$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.