Opportunities for experts

Paid AI work, in your field.

Paid, flexible gigs creating, labeling and reviewing the data AI models learn from. Remote, on your schedule, with the pay shown before you apply.

27 open opportunitiesRight now
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Mechanical or civil engineer: check 3D models and drawingsEngineeringRemote · Anywhere · Contract · $50 – $90 per hourReview CAD models, drawings and AI-generated design explanations for errors, missing tolerances and code violations.Certified translator or linguist: Spanish, Hindi, Arabic, Portuguese, FrenchLanguagesRemote · Anywhere · Contract · $40 – $75 per hourJudge translations, rewrite awkward AI text so it reads naturally, and transcribe short audio clips in your native language.Hotel or restaurant general manager: rate guest-service conversationsHospitalityRemote · Anywhere · Contract · $40 – $65 per hourRead chats between guests and an AI concierge and judge them the way a good front-desk manager would.Real estate agent or appraiser: property descriptions and valuationsReal estateRemote · Anywhere · Contract · $40 – $70 per hourRate AI-written listings, comparable-sales reasoning and valuation explanations against what you know of the market.Licensed plumber, electrician or HVAC technician: describe real jobsTradesRemote · Anywhere · Contract · $40 – $75 per hourExplain how real jobs are diagnosed and done, and catch AI repair instructions that would be unsafe or fail inspection.Maths, physics or chemistry (graduate degree): write and grade problemsMathematicsRemote · Anywhere · Contract · $45 – $90 per hourWrite exam-style problems with worked solutions and grade AI attempts step by step.Accountant or bookkeeper: finance and tax question reviewAccountingRemote · Anywhere · Contract · $50 – $100 per hourMark errors in AI answers about bookkeeping, small-business tax, payroll and financial statements, and write the correct treatment.Physician or nurse: check medical responsesMedicineRemote · Anywhere · Contract · $50 – $150 per hourReview AI answers to health questions and clinical scenarios: is it correct, is anything dangerous missing, would a patient be misled.Lawyer: evaluate AI answers to legal questionsLawRemote · Anywhere · Contract · $80 – $150 per hourGrade AI responses to questions on contracts, employment, property and procedure, and write the answer a client should have had.Software engineer: review and rate AI-written codeComputer scienceRemote · Anywhere · Contract · $40 – $90 per hourJudge code written by AI systems for correctness, safety and style, and explain what you would change. Python, TypeScript, Java.Licensed structural or civil engineer (PE): design review and code complianceEngineeringRemote · Anywhere · Contract · $125 – $190 per hourCheck model-generated structural calculations, designs and code interpretations against the standards you stamp drawings under.Machine learning researcher (PhD): evaluation design and red-teamingComputer scienceRemote · Anywhere · Contract · $150 – $250 per hourDesign evaluations that expose real model weaknesses, write adversarial prompts in your specialism, and review model-generated research code and claims.Economist (PhD): econometrics, policy analysis and causal inferenceEconomicsRemote · Anywhere · Contract · $125 – $200 per hourWrite and grade problems in micro, macro and econometrics, and review model-generated empirical analysis for the errors a referee would catch.Biologist or bioinformatician (PhD): genomics, protein science and experimental designLife sciencesRemote · Anywhere · Contract · $125 – $200 per hourGrade model reasoning about molecular biology, genomics and protein structure, review analysis pipelines, and critique proposed experiments.Physicist or chemist (PhD): research-level problems and literature reviewPhysical sciencesRemote · Anywhere · Contract · $125 – $200 per hourWrite and grade graduate-level problems, review model-generated derivations, and judge technical literature summaries against the papers themselves.Research mathematician (PhD): proofs and problem designMathematicsRemote · Anywhere · Contract · $125 – $200 per hourWrite research-level problems with rigorous solutions, verify model-generated proofs line by line, and construct the counterexamples that break them.Clinical psychologist or psychiatrist: assessment and therapeutic dialogueMedicineRemote · Anywhere · Contract · $150 – $225 per hourEvaluate model conversations with people in distress, grade assessment and formulation, and write the response a clinician would give.Clinical pharmacologist or PharmD: drug interactions and dosingMedicineRemote · Anywhere · Contract · $100 – $160 per hourReview model answers on dosing, interactions, pharmacokinetics and adverse effects against the literature and the label, and build reference cases.Board-certified physician: clinical reasoning across specialtiesMedicineRemote · Anywhere · Contract · $175 – $275 per hourSpecialists write and grade clinical cases, differential diagnoses and management plans, and judge model answers for what would harm a patient.Board-certified radiologist: imaging interpretation and report gradingMedicineRemote · Anywhere · Contract · $200 – $300 per hourAnnotate findings on CT, MRI, X-ray and ultrasound, write reference reports, and grade model-generated interpretations for the misses that matter.Fellow actuary: life, pensions and P&C reservingFinanceRemote · Anywhere · Contract · $150 – $225 per hourBuild and grade reserving, pricing and capital problems, and review model output for errors a valuation actuary would never sign.CFA portfolio manager or equity analyst: investment researchFinanceRemote · Anywhere · Contract · $150 – $225 per hourGrade model-written equity research, valuations and investment memos against professional standards, and write the version an investment committee would accept.Quantitative finance PhD: derivatives, risk and market microstructureFinanceRemote · Anywhere · Contract · $175 – $275 per hourWrite and grade research-level problems in pricing, hedging, stochastic calculus and risk, and review model-generated analysis for errors a desk would catch.Tax attorney or CPA: international and corporate taxFinanceRemote · Anywhere · Contract · $150 – $225 per hourBuild worked problems in corporate, partnership and cross-border tax and grade model answers against the Code, regulations and treaties.Patent attorney or agent: claims, prior art and office actionsLawRemote · Anywhere · Contract · $175 – $275 per hourDraft and critique claims, assess novelty against prior art, and grade model-written office action responses in your technical field.Transactional lawyer: M&A, securities and finance documentsLawRemote · Anywhere · Contract · $175 – $275 per hourDeal lawyers mark up model-drafted agreements, flag the clauses that would never survive negotiation, and build annotated precedents.Litigator: build and grade legal reasoning for frontier modelsLawRemote · Anywhere · Contract · $150 – $250 per hourPractising litigators write hard fact patterns, grade model analysis against the actual law, and draft the answer a partner would sign.
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Apply

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Step 2

Get verified

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Step 3

Qualify

A short task built from the project's guidelines shows you understand what good looks like.

Step 4

Work and get paid

Remote and on your schedule, at the rate on the listing, for work that passes review.

Questions

Before you apply.

How much does this work pay?

Each opportunity shows its pay range and what it's per (hour, task or project) before you apply. Rates depend on the field and the task: specialist work like radiology or contract review pays more than general labeling.

What does the work actually involve?

Creating, labeling and reviewing data that AI models learn from: writing and grading answers in your field, annotating images or documents, judging model outputs, and reviewing other experts' work. Each listing describes the task.

How much time do I need to commit?

It varies by opportunity and is stated on the listing. Most work is flexible: you choose when you work, and some experts do a few hours a month while others do much more.

Is this a full-time job?

No. These are paid, flexible gigs: contract work you do remotely, alongside your main practice, job or studies. Each listing states its type and time commitment.

There's nothing open in my field. Should I still apply?

Yes. Apply to the expert network and tell us your field. When an opportunity opens that matches, we'll invite you to it.

Your expertise is the scarce input.

Join the network once, and we'll match you to paid work in your field as it opens.