AfterQuery AI jobs and platform overview
Expert-network data lab for frontier AI training
AfterQuery pairs credentialed professionals — physicians, lawyers, engineers, scientists, bilingual specialists — with paid work producing the expert reasoning data and evaluation AI labs train on. Its board mixes two kinds of listing: most are a fixed rate you apply to directly, while a handful are assessment-gated pools where passing one unpaid qualifying assessment gets you into ongoing matched work across a stated pay band, rather than a single role.
Sidequest tracks the AfterQuery opportunities currently published and lists 228 open AfterQuery roles right now, with advertised rates running a median of $80/hr across 228 hourly listings. Any rate shown is the figure a listing advertises, not earnings, and availability changes as AfterQuery opens and closes projects.
AfterQuery at a glance
Figures reported by AfterQuery and press coverage, not measured by Sidequest. Funding and revenue from the company's April 2026 Series A announcement and press reporting; the September 2026 $3.2B valuation is reported by Forbes and TechCrunch, not company-confirmed.
How screening works
Create an account and apply to a specific listing, or take one unpaid domain assessment to enter a pool matched to a range of paid projects. Some listings add an AI-scheduled interview on top of a resume; assessments and interview requirements vary by listing rather than following one fixed funnel.
Who fits best
Credentialed professionals in medicine, law, finance, software engineering and the sciences, native-level bilingual speakers for its language and audio work, and skilled generalists for its business-practice and creative listings. Its broader assessment pools accept relevant experience without one specific credential.
Open AfterQuery roles
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Compliance Officer Expert
AfterQuery hires practicing compliance professionals to write regulatory scenarios that AI models struggle with, then grade model answers against how compliance actually works in a regulated firm. Work is remote, asynchronous, and paid hourly in an observed $75/hr rate depending on regulatory depth and certifications.
Competitive Programming Expert
AfterQuery is recruiting high-rated competitive programmers — Codeforces Master, ICPC Nationals, USACO Gold, top-percentile LeetCode — to build and evaluate algorithmic problems for a research project with a major AI lab. The work is remote and part-time at 10–20 hours per week, with observed rates of $45/hr.
Diagnostic Medical Sonographer Expert
Write and grade ultrasound scenarios that frontier AI labs use to test whether models reason correctly about scanning technique, findings, and next steps. Requires ARDMS registration in at least one specialty and 2+ years of clinical scanning, at roughly 10 hours a week on your own schedule.
Bilingual Audio Contributor (Arabic/English)
Record yourself reading a short provided script in English with a natural Arabic-influenced accent, following a step-by-step guide. The task takes about 15 minutes and is paid as a flat $50 per accepted submission — the $30/hr band is an implied rate, not an hourly contract.
Elementary School Teacher Expert
Write and grade primary-grade classroom scenarios that frontier AI labs use to test whether models reason soundly about young learners. Work is remote, fully asynchronous, roughly 10+ hours a week, with observed rates of $50/hr paid weekly via Stripe.
Software Developer Expert
AfterQuery contracts working software engineers with 1–3 years of professional experience to build, debug, and review code across varied stacks, with the resulting work used as training and evaluation data for AI coding models. Engagements run 2–3 weeks, fully asynchronous, at roughly 10–20 hours per week on the projects you accept.
ESL Teacher Expert
Write ESL teaching scenarios and reference answers that frontier labs use to test how well models handle language learners, then grade model output for accuracy and level appropriateness. Remote, fully async, roughly 10+ hours a week at an observed $53/hr paid weekly.
Project Manager Expert
Write realistic project delivery scenarios — kickoff, replanning, escalation, retrospective — and grade model-written plans against how delivery actually goes. AfterQuery has posted $103/hr for this work, remote and fully async, with a 10-hour weekly minimum.
Graphic Designer Expert
Graphic designers with typography and brand identity depth write image-generation briefs and grade model outputs on text rendering, logo fidelity, and composition for frontier AI labs. Remote and async through AfterQuery, minimum 10 hours a week, observed rates of $60/hr paid weekly via Stripe.
Biochemistry & Molecular Biology Expert
Write mechanism-level molecular biology scenarios — assay design through data interpretation — and grade AI model output for pathway accuracy and experimental logic. Remote and async through AfterQuery, minimum 10 hours per week, observed rates of $90/hr paid weekly.
Literature Expert
Literary scholars write close reading and interpretation tasks that frontier labs use to test model judgment, then grade model output against the textual evidence. Work is remote and async through AfterQuery, at an observed $75/hr with weekly payment and a 10 hour minimum.
Environmental Scientist & Engineer Expert
AfterQuery contracts environmental scientists and engineers to grade AI-generated environmental analysis and write expert demonstrations of assessment, permitting, and remediation work. Work is hourly, fully remote, and fully asynchronous, with observed rates of $100/hr.
Bilingual Audio Contributor (Russian/English)
Record yourself reading a short English script in your natural Russian-accented English, following a supplied step-by-step guide. The task takes roughly 15 minutes and pays a flat $50 per accepted submission.
Product Manager Expert
Write product judgment scenarios — ambiguous problem to shipped decision — that frontier labs use to test how models reason about prioritization, specs, and strategy. You also grade model-written PRDs and roadmaps, flagging the plans that sound polished but dodge the real tradeoff.
Bilingual Audio Contributor (Indonesian/English)
Record a short English script in your natural Indonesian-accented English and submit it through AfterQuery's recording flow. The task takes roughly 15 minutes and is listed at a flat $50 per accepted submission — the $30/hr band is an observed rate, not a guarantee of ongoing volume.
Econometrics Expert
Author realistic empirical economics problems and rigorous reference answers used to evaluate AI model judgment. The work focuses on causal inference, panel data, choice models, forecasting, and practitioner-level identification or modeling errors.
Senior Internal Auditor (SOX and IT Audit)
Complete end-to-end internal audit assignments involving evidence review, population reconciliation, control testing and exception documentation. Build Excel workbooks and findings memos, then evaluate audit tasks for evidence sufficiency, answer accuracy and grading quality.
Physics Expert
AfterQuery contracts physics MSc/PhDs to write original undergraduate-through-graduate physics problems and audit model solutions line by line for physical and logical soundness. Work is remote and asynchronous, with observed rates in the $65/hr rate depending on subfield and review track.
Consulting expert
AfterQuery hires consultants to build realistic consulting tasks — market overviews, client memos, strategy decks, analytical models — and score how well AI models produce them. Work is remote and self-scheduled, with observed rates of $125/hr for accepted contributor work.
Content Writer & AI Evaluation Specialist (UK/US)
Write and rewrite prompts, responses, and reference content for LLM training, then evaluate model output for fluency, factuality, creativity, and bias. AfterQuery runs this as a full-time remote contract of 3–6 months at an observed $43/hr.
Customer Service Representative Expert
AfterQuery hires experienced customer service representatives to write support scenarios — escalations, policy edge cases, de-escalation moments — and grade how AI models handle them. Work is remote, asynchronous, and paid hourly in an observed $55/hr rate depending on depth of experience and channel breadth.
Bioinformatics Machine Learning Expert
Build and evaluate ML models on real genomic, transcriptomic, and multi-omics data for AfterQuery, working asynchronously on discrete projects over a 2–3 week window. Requires a Master's or PhD in a computational field plus at least one first-author peer-reviewed publication; observed pay is $175/hour.
CRISPR & Gene Editing Subject Matter Expert (PhD / Masters)
Review AI-generated answers to CRISPR and gene-editing prompts, judging scientific accuracy and dual-use risk, and write the rationale behind each call. It's a one-week asynchronous engagement at 10–20 hours, with observed flat fees of roughly $1,000–$1,500 for the window.
Forensic Accountanting Expert
AfterQuery hires practicing forensic accountants to write fraud-investigation and litigation-support problems that AI models currently get wrong, then grade the models' answers against professional standards. Work is remote and asynchronous, with observed rates of $113/hr depending on credentials and case-type breadth.
Students Across All Disciplines (Undergrad)
AfterQuery recruits junior and senior undergraduates from research universities to evaluate, write, and validate AI training content inside their own academic field. Work is remote and asynchronous, assigned project by project, with observed rates of $100/hr and stated project-week earnings of $800–$1,500.
Human Resources Expert
AfterQuery contracts HR practitioners to write case studies and evaluation questions that test whether AI models can handle recruitment, employee relations, compensation, and compliance problems correctly. You also grade model answers and write the feedback explaining exactly where the reasoning breaks down.
Manufacturing Expert
Write and grade manufacturing problems — production planning, quality control, lean, maintenance, supply chain — that AI models are expected to get wrong, then explain in writing why an answer fails. Remote and asynchronous through AfterQuery, with observed rates of $70/hr depending on depth of plant experience and specialization.
Software Engineering Expert
AfterQuery contracts working software engineers with 1–3 years of professional experience to complete development, debugging, and code review tasks that become training and evaluation data for AI models. Work is remote, asynchronous, project-by-project over a 2–3 week window, at roughly 10–20 hours per week on projects you accept.
Students Across All Disciplines (Masters/PhD)
AfterQuery contracts currently enrolled Master's, PhD, MD, and MD/PhD students to evaluate, write, and validate AI-generated material in their own academic field, including discipline-specific visual content like spectra, schematics, maps, and clinical images. Work is remote, asynchronous, and accepted project by project, with observed rates in the $100/hr rate and project weeks commonly quoted at $800–$1,500.
Security Engineer — Cryptanalysis / Reverse Engineering
AfterQuery is assembling a cohort of working security practitioners — cryptanalysts and reverse engineers — to author hard problem sets, reference solutions, and grading rubrics that test how frontier models reason about binary and cryptographic analysis. The work is evaluation and rubric design, not production security engineering, and observed rates run $135/hr depending on experience.
Insurance Policy Analyst
AfterQuery is hiring insurance policy professionals with 1–3 years of experience to build and review coverage-analysis tasks used to train and evaluate AI models. Work is remote, asynchronous, project-based over the next 2–3 weeks, at 10–20 hours per week on the projects you accept, in an observed band of $75/hr.
Health Information Management Expert
Write and grade health information management scenarios — release of information, privacy, record integrity — that frontier AI labs use to test model judgment. Requires an active AHIMA RHIA or RHIT credential, 2+ years of HIM experience, and at least 10 hours a week.
Electrician Expert
Licensed journeyman or master electricians write troubleshooting and code-compliance scenarios that frontier AI labs use to test model judgment on real trade work. The work is remote and async, paid weekly at an observed $70/hr, with a minimum commitment of 10 hours per week.
Earth Science & Geology Expert
Write geoscience and climate scenarios — field observation through interpretation — and grade frontier model answers for physical accuracy. Remote and async through AfterQuery, minimum 10 hours a week, observed rates of $85/hr paid weekly.
Professional Engineer Expert
Licensed PEs author design-and-review scenarios and reference answers that frontier labs use to test whether models reason correctly about code-governed engineering work. You grade model output for technical accuracy and code compliance, and flag designs that look plausible but would fail review.
Registered Nurse Expert
Registered nurses review AI-generated clinical content for accuracy and safety, write expert demonstrations of nursing workflows, and rank model responses against nursing standards of care. Work is hourly, fully remote, and asynchronous, with observed rates of $68/hr depending on specialty and task complexity.
Mortgage Loan Officer Expert
AfterQuery is contracting NMLS-licensed loan originators to write mortgage origination scenarios and grade how AI models reason through them, from prequalification to closing. Work is remote and fully async at an observed $88/hr, paid weekly, with a 10-hour weekly minimum.
History Expert
Write historical reasoning and source-analysis tasks that frontier labs use to probe whether a model can weigh evidence rather than narrate confidently. You also grade model responses for factual accuracy, contextual handling, and historiographical awareness, documenting the evidentiary basis for every judgment you make.
Machine Learning / Data Science Expert
AfterQuery contracts data scientists and ML engineers with 1–3 years of professional experience to build, train, and document models that become training and evaluation material for AI systems. Work is remote and asynchronous over a 2–3 week window, at roughly 10–20 hours per week on the projects you accept.
Mid Level Full-Stack Engineer
Build complete, working web applications — dashboards, workflow tools, internal management systems — that become training data for AI coding models. The stack is fixed: Next.js, Redis, a SQL database, and Tailwind, with each app expected to ship authentication, real data flows, and non-trivial business logic.
Corporate Finance / FP&A Expert
AfterQuery is contracting corporate finance and FP&A practitioners with 1–3 years of experience to build financial models and write out accounting-driven scenarios that become AI training and evaluation data. Work is remote, asynchronous, and project-based over a 2–3 week window at roughly 10–20 hours per week, with observed rates of $80/hr.
Bilingual Audio Contributor (Greek/English)
AfterQuery needs native Greek speakers with authentic Greek-influenced English accents to record a short scripted passage using their own phone or computer microphone. The task is a single submission that takes roughly 15 minutes, paid as a flat $50 fee (observed rate, equivalent to roughly $30/hr on longer audio work).
Bilingual Audio Contributor (Ukrainian/English)
Record a short scripted passage in your natural Ukrainian-accented English and submit it through AfterQuery's collection platform. The task is a single sitting of roughly 15 minutes, paid as a flat $50 per accepted submission.
Bilingual Audio Contributor (Croatian/English)
Record a short English script in your natural Croatian-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task is designed to take about 15 minutes and pays a flat $50 per accepted submission.
Mechanical Engineering Expert
Write original mechanical engineering problems — thermodynamics, stress analysis, machine design, heat transfer, HVAC — and grade AI model answers against them for technical correctness. Remote and asynchronous through AfterQuery, with observed rates of $95/hr depending on depth and specialization.
Bilingual Audio Contributor (Kannada/English)
Record a short English script in your natural Kannada-influenced accent, following a step-by-step recording guide. The task takes roughly 15 minutes and pays a flat $50 for one accepted submission.
Property Manager Expert
AfterQuery hires working property managers to write realistic lease-administration, maintenance, and tenant-relations scenarios that AI models are then tested against, and to grade the model's answers against practice and law. Work is remote and asynchronous, paid hourly in an observed $70/hr rate depending on depth and property-type breadth.
College Software Engineering Expert
AfterQuery hires current CS students and recent graduates to write software engineering challenges — algorithms, debugging, system design, API design, testing — and grade model attempts against them. Work is remote and asynchronous, with observed pay in the $50/hr rate, commonly cited at $50.
Paralegal Expert
Write and grade paralegal-practice tasks — legal research prompts, citation checks, discovery and drafting scenarios — used to train and test AI models for AfterQuery. Work is remote and asynchronous at an observed $55/hr, with volume that varies by project.
Project Iter
AfterQuery is contracting PhD-level researchers and senior industry practitioners for short-run projects that turn domain expertise into evaluation material — literature synthesis, technical writing, experiment design, and benchmark work. Engagements run 2–3 weeks, fully asynchronous, at an observed rate of $150/hour for 10–20 hours per week on projects you accept.
Cybersecurity Expert
AfterQuery pays $300 per accepted task to build small code repositories that contain OSS-Fuzz-style memory-safety bugs, then write and validate the patches that fix them. Work is fully remote and async, sized to fit around a full-time security job.
Sales Manager Expert
AfterQuery hires experienced B2B sales managers to write sales leadership case studies and grade how AI models answer them. The work is remote and asynchronous, covering quota setting, pipeline review, coaching, territory design, and comp planning, with observed rates of $93/hr.
Senior Domain Expert — Multi-Discipline AI Research Program
AfterQuery is assembling a cohort of senior practitioners across seven technical tracks to write hard problems, reference solutions, and rubrics, then grade frontier model attempts against them. Work is fully remote and asynchronous, with observed rates of $135/hr scaled to track and seniority.
Physical Therapist Expert
Licensed physical therapists write rehab scenarios — evaluation through progression and discharge — and grade AI model output against contraindications, red flags, and evidence-based practice. Work is remote, async, paid hourly at an observed $88/hr with a 10 hour weekly minimum.
Psychologist Expert
Licensed psychologists (PhD/PsyD) write clinical vignettes, reference answers, and risk-handling rubrics that frontier labs use to test model judgment in mental health contexts. Work is remote, fully async, roughly 10+ hours a week, with observed rates of $123/hr paid weekly via Stripe.
Bilingual Audio Contributor (Indian/English)
Record scripted, conversational, and code-switched speech in an Indian language and English, then review transcripts against the audio for accuracy. Work is remote, fully async, and paid weekly at an observed $30/hr, with a minimum commitment of 10 hours per week.
Structural Engineer Expert
Structural engineers author load-path and connection-design scenarios that frontier AI labs use to test model judgment, then grade model output against ASCE 7, ACI, and AISC provisions. Work is remote, fully async, roughly 10+ hours a week, with observed rates of $153/hr paid weekly.
Mathematics Teacher Expert
Certified math teachers author instruction scenarios — complete with the misconceptions students actually bring — and grade model responses for both mathematical correctness and teaching quality. Work is remote, async, and paid hourly at an observed $63/hr through AfterQuery.
Aerospace Engineer Expert
Write aerospace design and analysis scenarios — requirements through design review — that frontier AI labs use to test model engineering judgment, then grade model output against your own reference reasoning. Remote, fully async, roughly 10+ hours a week at an observed $115/hr paid weekly.
Materials Science and Engineering Expert
Write materials selection and failure analysis scenarios that frontier labs use to test how well models reason from structure to property to service performance. You author the reference answer and the reasoning chain behind it, then grade model output for technical accuracy and whether the recommendation would actually survive in service.
UI/UX Designer Expert
Author product design scenarios and reference critiques that frontier labs use to test whether models can reason about interfaces. Work is remote and async at roughly 10+ hours a week, with an observed band of $90/hr paid weekly via Stripe.
Quantitative Analyst Expert
AfterQuery contracts quantitative researchers to evaluate and produce training data on pricing, portfolio, and risk modeling for frontier AI labs. Work is hourly, fully remote, and fully async, with observed rates of $175/hr.
Plumber Expert
Licensed journeyman or master plumbers write diagnostic and code-compliance scenarios that AI labs use to test model judgment on real trade work, then grade model answers against those references. The work is remote and asynchronous through AfterQuery, with an observed band of $70/hr and weekly payment via Stripe.
Bilingual Audio Contributor (Czech/English)
Record yourself reading a short provided script in English with a natural Czech-influenced accent, following a step-by-step guide. The task takes about 15 minutes and pays a flat $50 per accepted submission (observed; the board lists an equivalent hourly figure around $30/hr).
Bilingual Audio Contributor (Hungarian/English)
Record a short scripted passage in English spoken with your natural Hungarian accent, following a written step-by-step guide. The whole task runs about 15 minutes and pays a flat $50 per accepted submission (observed rate, roughly $30/hr equivalent).
Bilingual Audio Contributor (Finnish/English)
Record a short scripted passage in English spoken with a genuine Finnish accent, following a written step-by-step recording guide. The task takes roughly 15 minutes and pays a flat $50 for one accepted submission.
Bilingual Audio Contributor (Lithuanian/English)
Record a short scripted passage in your natural Lithuanian-accented English and submit it through AfterQuery's guided upload flow. The task takes roughly 15 minutes end to end, and the platform has posted a flat $50 per accepted submission for this batch.
Bilingual Audio Contributor (Bulgarian/English)
Record a short scripted passage in your natural Bulgarian-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task is designed to take about 15 minutes and is listed at a flat $50 per accepted submission (the $30/hr band is an observed equivalent, not a guarantee of ongoing hours).
Bilingual Audio Contributor (Slovak/English)
Record a short scripted passage in your natural Slovak-accented English and submit it through AfterQuery's platform, following a written step-by-step recording guide. The task is designed to take about 15 minutes and is listed at a flat $50 per accepted submission (the $30/hr band is the platform's observed rate, not a guarantee of ongoing hours).
Bilingual Audio Contributor (Hebrew/English)
Record a short English script in your natural Hebrew-influenced accent, following a written step-by-step guide, and submit the file through AfterQuery's platform. The task takes roughly 15 minutes and is paid as a flat $50 for a single accepted submission (observed rate, listed here at an approximate hourly equivalent).
Bilingual Audio Contributor (Tamil/English)
AfterQuery is recruiting native Tamil-accented English speakers to record a short provided script — roughly 15 minutes of work for a flat $50 payment. The task is a single submission: read the script, follow the recording guide, upload the file.
Bilingual Audio Contributor (Malayalam/English)
Record a short scripted passage in your natural Malayalam-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task is designed to take about 15 minutes and is paid as a flat $50 per accepted submission.
Contract Attorney / Commercial Counsel
Review AI-generated contract redlines and negotiation transcripts and judge whether each edit reflects what competent commercial counsel would actually do. Work is per-task, fully remote across the US, at an observed rate of $150/hr on AfterQuery.
Psychiatrist Expert (Clinical Review)
Review AI responses to psychiatric cases for diagnostic accuracy, treatment reasoning, medication considerations and risk handling. The three-week project is remote and asynchronous, with some contributors also writing clinical vignettes and reference responses.
Computational Materials Science Researcher (Task Author)
Turn computational materials research you have personally implemented and debugged into evaluation tasks for AI models. Each task requires a well-specified problem, connected subproblems, a reference solution, and tests grounded in genuine materials science.
Real Estate Broker Expert
Licensed US real estate brokers write transaction scenarios — listing through closing — and grade AI model responses against contract, agency, and disclosure standards. Work is remote, async, roughly 10+ hours a week, with observed rates of $100/hr paid weekly.
Biology Expert
Write life-science scenarios and reference answers that frontier AI labs use to test whether models actually reason about biology or just sound like they do. Work is remote, async, and paid weekly at an observed $90/hr rate set from your research background.
Case Manager Expert
Licensed case managers write realistic care coordination scenarios — admission through post-acute placement — and grade AI model output against them for clinical appropriateness and benefit accuracy. Work is remote, fully async, paid weekly at an observed $93/hr with a minimum commitment of 10 hours a week.
Bilingual Audio Contributor (Romanian/English)
Record a short English script in your natural Romanian-accented English and submit it through AfterQuery's guided workflow. The task is a single recording that most contributors finish in fifteen minutes or less, listed at a flat $50 per accepted submission.
Senior Full-Stack Engineer
Build complete, working web applications from scratch — Next.js front to SQL back, with Redis in the middle — that AfterQuery packages as training data for AI coding models. Each build is a self-contained product: auth, schema, business logic, real-time features, and a UI that actually holds up.
Bilingual Audio Contributor (Danish/English)
Record a short English script in your natural Danish-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task takes roughly 15 minutes and pays a flat $50 per accepted submission (observed rate; equates to the posted $30/hr band across setup and recording).
Data Engineering Expert
AfterQuery contracts data engineers with 1–3 years of production experience to build, document, and debug pipeline tasks that become training and evaluation material for AI models. Work is remote, asynchronous, project-by-project over a 2–3 week window, at roughly 10–20 hours per week on projects you accept.
Bilingual Audio Contributor (Bengali/English)
Record yourself reading a short provided script in your natural Bengali-influenced English accent, following a step-by-step guide. The task takes roughly 15 minutes and pays a flat $50 per accepted submission.
Machine Learning Research Expert
Author and solve realistic machine learning research problems based on experiment design, ablations, model evaluation and failure analysis. This remote contract role is intended for experienced researchers rather than engineers focused primarily on deployment or data infrastructure.
CAD Design Expert
AfterQuery contracts experienced CAD professionals to build models, drawings, and design-task data used to train and evaluate AI systems on mechanical and product design. Work is remote and project-based, with observed rates of $88/hr depending on task complexity and CAD platform depth.
Dentist Expert
Licensed US dentists write clinical dentistry cases — radiographs, findings, treatment plans — and grade AI model responses against standard of care. Work is remote, fully async, and observed at $128/hr with a 10-hour weekly minimum.
Patent Agent Expert
AfterQuery is contracting USPTO-registered patent agents and attorneys to write claim drafting and prosecution scenarios that frontier labs use to test model judgment. Work is remote, fully async, and paid weekly at an observed band of $108/hr for a minimum of 10 hours per week.
Retail Sales and Wholesaler Expert
AfterQuery contracts retail and wholesale practitioners to write case studies and scored questions on inventory, pricing, merchandising, and vendor negotiation, then grade model answers against them. Work is remote, asynchronous, and paid hourly in an observed $95/hr rate.
Corporate & M&A Attorney Expert
AfterQuery contracts corporate and M&A attorneys to write deal, diligence, and board governance scenarios that frontier labs use to test model judgment, then grade model output against them. Work is remote and async at an observed $150/hr, with a minimum commitment of 10 hours per week.
Scientific Computing Research Expert
Turn problems from your own computational research into self-contained evaluation tasks that test whether AI models can do real scientific work. Paid per approved task ($300, roughly four hours of authoring), with revision cycles against structured reviewer feedback until the task passes.
Bilingual Audio Contributor (Estonian/English)
Record a short English script in your natural Estonian-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task takes roughly 15 minutes and is posted as a flat $50 payment for a single accepted recording.
Construction Expert
AfterQuery is hiring construction and project engineers with 1–3 years of field or office experience to build and review technical tasks used in AI evaluation. Work is remote and asynchronous over a 2–3 week window, at 10–20 hours per week on the projects you accept, with observed rates of $75/hr.
Veterinarian Expert
Licensed US veterinarians write clinical case scenarios and reference answers, then grade AI model output for diagnostic accuracy, dosing safety, and species-specific errors. Work is remote, fully async, roughly 10+ hours a week, with observed pay of $120/hr paid weekly via Stripe.
Linguistics Expert
Author syntax, semantics, and phonology problems that probe whether frontier models can actually analyze linguistic data, then grade model attempts against your own reference analysis. Work is remote and async at roughly 10+ hours a week, with pay observed in the $75/hr rate depending on subfield depth and credentials.
Bilingual Audio Contributor (Spanish/English)
Record a short scripted passage in your natural Spanish-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task is designed to take about 15 minutes and pays a flat $50 per accepted submission.
EMT Expert
AfterQuery is contracting NREMT-certified EMTs to write prehospital scenarios — dispatch through handoff — and grade how frontier models reason through them. Observed pay runs $53/hr, remote and fully async, with a minimum of about 10 hours per week.
Quantitative Research Expert
Author and solve realistic quantitative finance problems used to evaluate AI models, covering areas such as signal research, backtesting, derivatives pricing, risk modeling and time series. This remote contract is intended for practicing quantitative researchers, quant analysts and risk modelers with at least three years of full-time industry experience.
Medical Laboratory Scientist Expert
AfterQuery is contracting ASCP-certified medical laboratory scientists to write lab medicine scenarios — specimen receipt through result interpretation — and grade AI model output against them. Work is remote, fully async, and paid hourly at an observed $80/hr with a 10-hour weekly minimum.
Excel Expert
AfterQuery contracts Excel and spreadsheet modeling experts to build financial models, Power Query workflows, VBA automation, and dashboards as discrete remote projects. Work is asynchronous over a 2–3 week window at 5–20 hours per week, with observed rates of $60/hr.
Bilingual Audio Contributor (Italian/English)
Record yourself reading a short provided script in English spoken with a natural Italian accent, following a step-by-step guide. The task takes roughly 15 minutes and pays a flat $50 per accepted submission.
Earth, Ocean & Climate Science Researcher (Task Author)
Turn computational work from your own earth, ocean or climate research into research-grade AI evaluation tasks with reference solutions and tests. The work is flexible and task-based, with each submission reviewed for scientific validity, reproducibility and clear specification.
ML Research Expert — Published First Author (Benchmark Authoring)
Author and validate research-grade ML benchmark tasks — problem statements, reference solutions, and grading rubrics — in your own area of published expertise. Requires at least one first-author ML paper and a Master's or PhD (completed or in progress) in a quantitative field.
Statistician & Experimentation Expert
Write applied statistics scenarios — study design through analysis and interpretation — that frontier labs use to test how models reason about causality and experimentation. You also author reference solutions explaining each modeling choice and grade model output for methodological soundness, not just numerical agreement.
Network Engineer Expert
Write routing, switching, and troubleshooting scenarios that frontier labs use to test how models reason about production networks, then grade model output against your own reference answers. Remote and async through AfterQuery, roughly 10+ hours a week, observed pay of $100/hr paid weekly.
Generalist Accounting Expert
AfterQuery contracts licensed CPAs to build audit-defensible Excel schedules and PowerPoint memos that become training data for accounting-reasoning models. Work is remote, asynchronous, and project-based at roughly 10 hours a week when you're on an active assignment.
Tax Attorney Expert
Write tax law scenarios and reference answers that frontier AI labs use to test model judgment, then grade model output against the code, regulations, and controlling authority. Remote and async through AfterQuery, minimum 10 hours per week, with observed rates of $160/hr paid weekly.
PowerPoint Specialist
Write and grade presentation-design problems — slide layout, visual hierarchy, chart selection, typography, animation timing — that AfterQuery uses to train and test AI models. Work is remote and asynchronous, with observed rates around $50/hr for experienced presentation designers.
Licensed Professional Counselor Expert
Licensed counselors (LPC or LMHC) write counseling scenarios — including risk and ethics dilemmas — and grade AI model responses for clinical accuracy and safety handling. Work is remote, fully async, roughly 10+ hours a week, with observed pay of $83/hr paid weekly via Stripe.
Occupational Therapist Expert
Licensed OTs write daily living, cognition, and adaptive-strategy scenarios that frontier labs use to test model judgment, then grade model answers for safety and real-world practicality. Work is remote, fully async, roughly 10 hours a week minimum, with observed rates of $88/hr paid weekly via Stripe.
Bilingual Audio Contributor (Filipino/English)
Record a short scripted passage in your natural Filipino-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task is a single recording — the platform lists a flat $50 for one accepted submission, which works out to roughly the posted $30/hr band given the ~15-minute commitment.
Bilingual Audio Contributor (Persian/English)
AfterQuery is recruiting native Persian speakers who speak English with an authentic Persian-influenced accent to record a short provided script from their own phone or computer. The task is a single submission taking roughly 15 minutes, paid as a flat $50 (observed rate; the listing quotes a flat fee rather than an hourly band).
Audio Recording Contributor - Australian English Accent
Record yourself reading a short provided script in your natural English accent and submit the audio file through the platform's uploader. The task is a single submission taking roughly 15 minutes, paid at a flat $50 — the posting's title says Australian English while the body text asks for German-influenced English, so confirm which accent the batch needs before recording.
Computational Physics & Astrophysics Researcher (Task Author)
Author research-grade AI evaluation tasks from computational physics or astrophysics work you have personally run, debugged, and validated. Each task combines a physics problem, connected subproblems, a Python reference solution, and tests, followed by revision through structured review.
Content Writer and Evaluator - Global
Write and stress-test research tasks used to evaluate autonomous AI agents across domains like sports analytics, SEC filings, USPTO patent data, university admissions, and competitive market research. Work is contractor-based and remote, at roughly 10–20 hours a week, with an observed rate of $15 (period unconfirmed on the platform).
Investment Banking / Private Equity Expert
AfterQuery is contracting analysts and associates with 1–3 years in investment banking or private equity to build financial models, run valuations, and write out the reasoning behind them as training data for AI systems. Work is remote, asynchronous, project-by-project over a 2–3 week window at roughly 10–20 hours per week.
Pharmacist Expert
AfterQuery contracts licensed PharmDs to write and grade pharmaceutical reasoning problems used to train and evaluate frontier AI models. You build clinical scenarios — dosing, interactions, therapeutic substitution, counseling — and judge whether model answers would hold up in real pharmacy practice.
3D Designer/Blender Expert
AfterQuery contracts Blender artists with 1–3 years of professional 3D experience to build assets and document the workflows behind them, on a project-by-project basis over a 2–3 week window. Work is remote and asynchronous at 10–20 hours per week, with observed rates of $45/hour.
Bilingual Audio Contributor (Korean/English)
Record a short scripted passage in your natural Korean-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task is a single submission of roughly 15 minutes or less, paid as a flat $50 (the $30/hr band is an implied rate, not a guaranteed hourly engagement).
Software/ML Engineer
AfterQuery is recruiting senior software and ML engineers to build evaluation problems on LLM inference systems, GPU kernel optimization, and model-serving architecture, then grade frontier-model attempts at them. Work is remote, contract, and part-time on your own schedule, with observed rates of $125/hr.
Creative Technologist — Audio / Design / UX
AfterQuery is assembling a cohort of working audio, design, and UX practitioners to write expert-level problem sets and grade how frontier models handle them. You supply the scenarios, the reference solutions, and the rubric that decides what counts as correct — then score model output against it.
Respiratory Therapist Expert
AfterQuery is contracting registered respiratory therapists to write airway and ventilation scenarios and grade AI model output against them. Work is remote, async, roughly 10 hours a week minimum, with observed rates of $75/hr paid weekly via Stripe.
Speech Language Pathologist Expert
AfterQuery contracts ASHA-certified SLPs to write communication and swallowing evaluation scenarios and grade how frontier AI models reason through them. Work is remote, fully async, roughly 10+ hours a week, with observed rates of $88/hr paid weekly via Stripe.
Pharmacy Technician Expert
Certified pharmacy technicians write and grade medication workflow scenarios — prescription intake, sig interpretation, days supply math, insurance adjudication — that AI labs use to test practical accuracy. Work is remote, fully async, paid hourly at an observed $55/hr, with a minimum commitment of 10 hours per week.
Supply Chain Expert
AfterQuery is hiring supply chain practitioners with 1–3 years of experience to build and review evaluation tasks covering demand planning, procurement, logistics, and inventory. Work is remote and asynchronous, running 10–20 hours a week over a two-to-three week project window, with observed rates of $75/hr.
Bilingual Audio Contributor (Maltese/English)
AfterQuery needs speakers with a naturally Maltese-influenced English accent to record a short provided script — roughly 15 minutes of work for a flat $50 per accepted submission. The task is self-directed: read the guide, record on a phone or laptop, upload through the platform.
English Teacher Expert
Write reading and writing instruction scenarios that frontier labs use to test how models handle student writing, then grade the model's feedback and literary analysis against what you would actually tell a student. Requires an English/language arts teaching credential and at least two years in a classroom; work is remote, async, and paid hourly at an observed $50/hr.
Chartered Accountant Expert
Chartered accountants write financial reporting and audit scenarios that frontier AI labs use to test model judgment, then grade model answers against IFRS or local GAAP. Work is remote, fully async, roughly 10+ hours a week, with observed pay of $105/hr paid weekly.
Patent Attorney Expert
Write patent prosecution scenarios — prior art analysis through claim drafting — that frontier labs use to test whether models reason like a registered practitioner. You also grade model output and flag claims that read fluently but would draw a rejection at the USPTO.
Health Economics Expert
AfterQuery contracts health economists to author cost-effectiveness and budget-impact evaluations and to grade frontier model output against them. Work is fully remote, fully async, at a minimum of 10 hours per week, with observed rates of $120/hr paid hourly.
Bilingual Audio Contributor (Gujarati/English)
Record a short English script in your natural Gujarati-influenced accent and submit it through AfterQuery's platform, following a written step-by-step guide. The task is advertised as roughly 15 minutes of work for a flat $50 per accepted submission.
Bilingual Audio Contributor (Thai/English)
AfterQuery needs native Thai speakers with an authentic Thai-influenced English accent to record one short English script from their own phone or laptop. The task is a single submission of roughly 15 minutes, paid as a flat $50 (the board's $30/hr band is a rough hourly equivalent, not a guarantee of ongoing work).
Bilingual Audio Contributor (Punjabi/English)
Record yourself reading a short English script in your natural Punjabi-influenced accent, following a written step-by-step guide. The whole task takes about 15 minutes and pays a flat $50 per accepted submission.
Scientific Researcher (Computational Task Author)
Turn computational work from your own research into scientific evaluation tasks for AI models. You will write problems, reference solutions and tests, then revise submissions through structured review.
High School Teacher Expert
AfterQuery contracts high school educators to build grading rubrics, tiered exemplar responses, and instructional materials that AI models are trained and measured against. Work is remote, asynchronous, and paid per hour at an observed $55/hr rate, with the platform citing higher rates for specialized contributors.
Physician Assistant Expert
AfterQuery contracts PA-C certified physician assistants to write clinical reasoning scenarios and grade AI model output for diagnostic accuracy and patient safety. Work is remote, asynchronous, paid weekly at an observed $100/hr, with a 10-hour weekly minimum.
Economics Expert
AfterQuery contracts economists with a master's degree and 1–3 years of applied experience to build empirical models on real datasets and document the reasoning behind every analytical choice. Work is fully asynchronous over a 2–3 week window, 10–20 hours per week on projects you accept, with observed rates of $80/hr.
Technology and Professional Services Expert
Write consulting case studies and evaluate AI responses on technology delivery topics — requirements gathering, solution architecture, vendor selection, change management, project delivery. Remote and asynchronous, with observed rates of $80/hr on AfterQuery.
Psychology Research Expert
Write behavioral science scenarios and reference answers that frontier labs use to test how AI models reason about human behavior, then grade model output on construct validity and inference quality. Remote and async through AfterQuery, minimum 10 hours a week, observed rates of $90/hr paid weekly.
Actuary Expert
Credentialed actuaries review AI-generated pricing, reserving, and risk-modeling work for technical accuracy and write expert demonstrations of how the analysis should be done. Work is hourly, fully remote, and fully async, with observed rates of $115/hr.
Media and Communications Expert
AfterQuery hires communications practitioners to write media strategy scenarios that AI models routinely get wrong, then grade the models' attempts against professional standards. Work is remote, asynchronous, and paid hourly in an observed band of $35–75 depending on depth of background and task type.
Notary Public Expert
Commissioned notaries public write notarization and document execution scenarios that frontier AI labs use to test model judgment, then grade model answers against state notary law. Work is remote, fully async, at an observed $48/hr with a 10-hour weekly minimum.
Bilingual Audio Contributor (Mandarin/English) | 中英双语专家审核员
Review AI-generated research tables in Mandarin and English, checking every cell against the primary source it cites and adding entries the model missed. Work is project-based and fully remote, with a short qualification assessment before live tasks begin.
Bilingual Audio Contributor (Vietnamese/English)
Record a short scripted passage in your natural Vietnamese-accented English and submit it through AfterQuery's platform, typically in 15 minutes or less. The listing states a flat $50 per accepted recording submission; the board's $30/hr band is an observed rate reference, not a guarantee.
Arcade/Gaming Experts
AfterQuery contracts gamers, esports competitors, and game industry professionals to annotate gaming data and grade AI model outputs about games, mechanics, and player behaviour. Work is remote, project-based, and paid per approved task, with observed rates in the $20/hr rate depending on task type and speed.
BI & Data Visualization Expert
AfterQuery is contracting BI practitioners to write dashboard scenarios — data model through rollout — that frontier labs use to test model judgment, and to grade model output against those references. Work is remote, fully async, at an observed $70/hr with a 10 hour weekly minimum.
Computational Mathematics Researcher (Task Author)
Author research-grade AI evaluation tasks from mathematical software you have personally implemented and validated. Each task combines a well-specified problem, connected subproblems, a reference solution and tests grounded in genuine computational research.
Industrial Engineering Expert
Write and grade industrial engineering problems — process optimization, production planning, facility layout, work measurement, quality systems — used to train and test AI models. Work is remote and asynchronous, paid hourly in an observed $95/hr rate, with volume that varies by project.
Computational Chemistry Researcher (Task Author)
Author research-grade AI evaluation tasks from computational chemistry work you have personally implemented and debugged. Each task includes a defined problem, connected subproblems, a reference solution, and tests grounded in valid chemical reasoning.
Computational Engineering Researcher (Task Author)
Author research-grade AI evaluation tasks from engineering simulations, models, or solvers you have implemented and validated yourself. Each task includes a defined problem, connected subproblems, a Python reference solution, and tests.
Registered Dietitian Expert
Registered dietitians write clinical nutrition scenarios — referral through follow-up — and grade AI model responses against reference answers built on medical nutrition therapy standards. Work is remote, async, paid hourly at an observed $75/hr with a 10 hour weekly minimum.
Paramedic Expert
Write ALS field scenarios and reference answers that frontier AI labs use to test clinical judgment, then grade model output for protocol accuracy and patient safety. Remote, fully async, roughly 10+ hours a week at an observed $68/hr paid weekly via Stripe.
Chemical Engineer Expert
Chemical engineers write process design and safety scenarios that frontier AI labs use to test model judgment, then grade model output against their own reference reasoning. Work is remote, fully async, at least 10 hours per week, with observed rates of $115/hr paid weekly.
Fraud Investigator Expert
AfterQuery contracts working fraud investigators to build end-to-end case scenarios — first alert through disposition — that frontier AI labs use to test model judgment. You write the reference reasoning, grade model output for evidentiary rigor, and flag conclusions that sound right but the evidence never supported.
Finance Expert -Undergraduate / Early Career
Build finance problem sets, models, and memos that mirror real IB, PE, and hedge fund work, then grade AI-generated attempts at the same tasks. Remote and asynchronous, roughly 10–15 hours a week when a project is live, with rates observed up to $50/hr.
SQL & Analytics Engineer Expert
Build analytics scenarios — raw tables through tested dbt models — that frontier labs use to probe how models reason about SQL, then grade model output for correctness and warehouse cost. Observed pay is $80/hr, remote and fully async, with a 10 hour per week minimum.
Cloud Engineer Expert
Write cloud infrastructure scenarios — architecture design, IaC, incident response — and grade model answers on correctness, security, and cost. Work is remote, fully async, and paid weekly at an observed $125/hr for a minimum of 10 hours a week.
Medical MD Expert
Write clinical case studies and decision-making scenarios that stress-test AI models, then grade the models' answers against current guidelines and sound clinical reasoning. Remote and asynchronous, open to licensed MDs and MD candidates, with observed rates of $160/hr.
Bilingual Audio Contributor (Portuguese/English)
Record a short scripted passage in your natural Portuguese-accented English and submit it through AfterQuery's platform. The task takes roughly 15 minutes and is posted as a flat $50 per accepted recording, which is where the observed hourly figure comes from.
Certified Financial Planner Expert
Write realistic client financial planning scenarios and reference answers that frontier AI labs use to test model judgment, then grade model output for accuracy and fiduciary soundness. Requires active CFP certification and at least two years of client-facing planning experience; remote, async, minimum 10 hours per week.
Full-Stack Software Engineer - Testing & Evaluation
Build realistic, multi-file software projects that serve as evaluation tasks for AI coding models, each shipped with deterministic test suites and Docker containers. The work is contract, remote, and judged on whether your tests pass and fail for exactly the reasons you intended.
Marketing Expert
AfterQuery hires practicing marketers to write marketing strategy problems that current AI models get wrong, then grade model answers against what a real campaign or positioning decision would require. Work is remote, asynchronous, and paid hourly in an observed $45/hr rate.
Chemistry Expert
Write graduate-level chemistry problems with fully worked solutions and grade AI model attempts against them for AfterQuery. Project-based, remote, asynchronous, with observed rates of $75/hr depending on subfield and task type.
Office Manager Expert
AfterQuery hires experienced office managers and administrative supervisors to write office-operations scenarios that AI models struggle with, then grade the models' answers against real practice. Work is remote, asynchronous, and paid hourly in an observed $85/hr rate depending on depth of experience and the project.
Bilingual Audio Contributor (Polish/English)
Record a short English script in your natural Polish-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task is a one-off, takes about 15 minutes, and is paid as a flat $50 for an accepted submission.
Bilingual Audio Contributor (Latvian/English)
Record a short scripted passage in your natural Latvian-accented English and submit it through AfterQuery's audio pipeline. The task takes roughly 15 minutes and is paid as a flat $50 per accepted submission (observed rate; the board lists an hourly equivalent near $30/hr).
Financial Advisor Expert
Write and grade personal financial planning problems — retirement drawdown, asset location, estate and tax strategy, suitability — used to train and test AI models. AfterQuery requires active securities licenses (Series 7 and 65/66 or equivalent) plus real advisory experience; work is remote, asynchronous, and paid hourly in an observed $98/hr rate.
Producer and Director Expert
AfterQuery is hiring working producers and directors to write production challenges — scheduling, budgeting, blocking, script breakdown, post workflows — and grade model answers against how the work is actually done. Remote and asynchronous, with observed rates of $75/hr depending on depth and format range.
Bilingual Audio Contributor (Telugu/English)
Record a short English script in your natural Telugu-influenced accent, following a written step-by-step guide, and submit the audio file through AfterQuery's platform. The task is designed to take about 15 minutes and pays a flat $50 per accepted submission.
Audit or Assurance Accounting Expert
AfterQuery contracts practising and former auditors to write audit case studies and grade model answers against GAAS, PCAOB and internal control frameworks. Work is remote, asynchronous and paid hourly, with observed rates in the $113/hr rate depending on credentials and task type.
Real Estate Agent Expert
Write and grade real estate reasoning problems — valuation, contracts, zoning, financing, property management — used to train and test AI models. Requires an active real estate license and hands-on transaction or brokerage experience; remote and asynchronous, paid hourly in an observed $75/hr rate.
Bilingual Audio Contributor (German/English)
AfterQuery needs three to five speakers with a genuine German-influenced English accent to record a short provided script from home. The task is one sitting of roughly 30 minutes, paid as a $50 flat fee for an accepted submission (an observed rate of about $30/hr).
Bilingual Audio Contributor (Japanese/English)
Record a short English script in your natural Japanese-accented English and submit it through AfterQuery's recording guide. The task takes roughly 15 minutes and pays a flat $50 per accepted submission (the hourly figure shown is an implied rate, not a guaranteed schedule).
Nurse Practitioner Expert
Board-certified NPs write patient scenarios from presentation to disposition and grade frontier model output for diagnostic accuracy and patient safety. Work is remote, fully async, roughly 10+ hours a week, with observed rates of $103/hr paid weekly via Stripe.
Licensed Clinical Social Worker Expert
Write clinical social work scenarios — intakes, safety plans, ethical binds — and grade how frontier AI models respond to them. Work is remote, async, and paid hourly at an observed $88/hr for a minimum commitment of 10 hours per week.
Junior Consultant Expert
AfterQuery is contracting current and former consultants to build datasets that mirror real consulting work — research briefs, market overviews, strategy decks, client memos, and analytical models. You produce the deliverable, write the prompt that would have generated it, and draft the rubric that separates excellent output from mediocre.
Tax Accountant Expert
AfterQuery contracts tax practitioners to write original tax preparation and planning problems and to grade AI model answers against federal and state rules. Work is remote, asynchronous, and paid hourly in an observed $113/hr rate depending on depth of specialty.
Civil Engineering Expert
Write and grade civil engineering problems — structural analysis, geotechnical, hydraulics, transportation, construction management — that AI models are then measured against. Remote and asynchronous, with observed rates of $95/hr depending on specialty depth and credentials.
Swift/IOS Developer Expert
Create and refine Swift and iOS development challenges used to train AI models. Review model responses for technical accuracy across UI development, architecture, networking, persistence, concurrency, debugging and app lifecycle topics.
Bilingual Audio Contributor (Urdu/English)
Record a short scripted passage in your natural Urdu-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task takes roughly 15 minutes and pays a flat $50 per accepted submission (the $30/hr band is an observed equivalent, not a guarantee of ongoing hours).
Enterprise Operations / Domain Analyst
AfterQuery is assembling a cohort of senior enterprise operations practitioners — supply chain, finance, and compliance — to write expert-level problem sets, reference solutions, and grading rubrics for frontier AI models. Observed pay runs $135/hr, fully remote and asynchronous, with work volume that fits around an existing job.
Data Scientist Expert
Author realistic data science evaluation problems covering experiments, metrics, forecasting, segmentation and predictive modeling. This remote, asynchronous contract is for practicing data scientists who can produce reference answers and identify subtle analytical errors.
Product Analytics and Experimentation Expert
Author realistic product analytics problems and reference answers covering experimentation, metrics, retention and growth. The work is remote and asynchronous, with a minimum commitment of 10 hours per week.
Healthcare Quality Specialist Expert
Author patient safety and quality improvement scenarios — from event report through corrective action plan — that frontier AI labs use to test model judgment, and grade model output against your own reference analysis. Requires an RN (or similar clinical license) or CPHQ, plus at least two years in healthcare quality, patient safety, or performance improvement.
Special Education Teacher Expert
Write IEP and intervention scenarios that frontier AI labs use to test whether models reason correctly about special education law and student need. You author the case, write the reference answer with its legal and instructional justification, and grade model output for both IDEA compliance and actual appropriateness for the student.
Science Teacher Expert
Science teachers write classroom-realistic instruction scenarios — labs, demonstrations, common misconceptions — and grade AI model responses for scientific accuracy and lab safety. Work is remote, async, roughly 10+ hours per week at an observed $60/hr paid weekly via Stripe.
Scrum Master Expert
Write agile delivery scenarios — sprint planning through retrospectives — that frontier labs use to test whether models give facilitation advice a real team could survive. You author the situation, write the reference answer with the facilitation reasoning behind it, and grade model output for agile soundness and team-dynamics awareness.
Bilingual Audio Contributor (French/English)
AfterQuery needs native French speakers who speak English with a genuine French accent to record one short script from their own phone or laptop. The task takes about 15 minutes and pays a flat $50 for a single accepted submission — roughly $30/hr on the observed band.
Architect Expert
Architects author design and documentation scenarios — schematic design through CDs — that frontier AI labs use to test model judgment, then grade model output for design quality and code compliance. Work is remote and fully async at a minimum of 10 hours per week, with observed pay of $113/hr paid weekly.
Litigation Attorney Expert
Litigators write realistic case scenarios — complaint through dispositive motions — and grade AI output on motion practice, discovery strategy, and procedural judgment. Remote and async through AfterQuery, roughly 10+ hours a week, with observed rates of $150/hr paid weekly.
Bilingual Audio Contributor (Slovenian/English)
Record a short scripted passage in your natural Slovenian-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task takes roughly 15 minutes and pays a flat $50 for one accepted submission.
Radiologic Technologist Expert
ARRT-certified technologists write imaging scenarios — positioning, technique, safety — and grade how frontier AI models answer them. Work is remote, fully async, and observed at $70/hr with a 10-hour weekly minimum.
Bilingual Audio Contributor (Swedish/English)
Record yourself reading a short provided script in English with a natural Swedish accent, following a step-by-step guide. The task takes about 15 minutes and pays a flat $50 per accepted submission.
Education Expert
Write classroom-realistic teaching scenarios and reference answers that frontier labs use to test how models reason about instruction, then grade model output for pedagogical soundness and age appropriateness. Remote, async, roughly 10+ hours a week at an observed $53/hr paid weekly.
HVAC Expert
Licensed HVAC technicians write diagnostic and system-design scenarios that AI labs use to test whether models can reason about real trade work, then grade model answers for technical accuracy and safety. Remote and async through AfterQuery, observed rates of $70/hr, paid weekly, with a 10-hour minimum weekly commitment.
Biomedical Engineer Expert
Afterquery contracts biomedical engineers to grade AI-generated device design work and write expert demonstrations of design controls, verification, and validation. Work is hourly, fully remote and async, with observed rates in the $108/hr rate depending on depth and credential.
Bilingual Audio Contributor (Turkish/English)
Record a short scripted passage in your natural Turkish-accented English and submit it through AfterQuery's platform, following a written step-by-step guide. The task is scoped at roughly 15 minutes for a flat $50 per accepted submission — the $30/hr band is an observed effective rate, not a guaranteed volume of work.
Fenrir Security Researcher
Find genuine vulnerabilities in private codebases and convert each one into a difficulty-calibrated cybersecurity task used to evaluate frontier LLMs. Contributors are paid per approved in-band task and per qualifying repository, with referral and milestone bonuses on top.
Research Scientist — Formal Methods / Computational Science
AfterQuery is assembling a science research cohort — math, physics, chemistry, biology, and formal methods — to write expert-level problems, reference solutions, and rubrics, then grade frontier model outputs against them. Observed pay runs $135/hr, fully remote and asynchronous, with volume that varies by track and project cycle.
IT Support Specialist Expert
Author realistic IT support scenarios — first contact through resolution — and grade AI model responses for technical accuracy and user safety. AfterQuery lists $63/hr for this work, remote, fully async, with a 10 hour per week minimum.
Attorney
Write original legal reasoning problems — contract, constitutional, IP and beyond — and grade how well AI models answer them. The work is remote and asynchronous, paid hourly in an observed $138/hr rate depending on specialty and depth of practice.
General AfterQuery Expert (Data Annotator)
AfterQuery places experienced professionals from any specialized field on annotation and model-evaluation projects, labeling text, documents, and model outputs against project-specific guidelines. Work is remote and project-based, with observed rates of $43/hr depending on domain scarcity and task complexity.
Audio and Video Technician Expert
AfterQuery hires working AV technicians to write technical production problems — signal flow, mic technique, lighting, streaming, troubleshooting — and grade how AI models answer them. Work is remote and asynchronous, with observed rates of $55/hr depending on depth of experience and certifications.
Behavioral Economist Expert
AfterQuery hires behavioral economists to write original decision-making problems — biases, prospect theory, choice architecture, experimental design — that current AI models get wrong, then grade model attempts against the empirical literature. Work is remote and asynchronous, with observed rates of $80/hr depending on depth of research background.
Financial Reporting Accountant Expert
Write and grade financial reporting problems — revenue recognition, leases, consolidations, fair value, footnote and SEC disclosure questions — used to train and test AI models. Work is remote and asynchronous, paid hourly in an observed $113/hr rate depending on depth of technical reporting experience.
Mechanical Engineering Expert
AfterQuery is contracting mechanical engineers with 2–4 years of CAD and design experience to produce and review design tasks, drawings, and analysis used as training and evaluation material for AI systems. Work is remote and asynchronous over a 2–3 week window, at 10–20 hours per week on projects you accept, with rates observed in the $88/hr rate.
Medical Assistant Expert
Write and grade clinical scenarios that test whether AI models handle medical assisting work correctly — intake, vitals, EHR documentation, specimen handling, and pharmacology basics. Requires an active CMA, RMA, CCMA or equivalent certification and real chairside experience, worked remotely on your own schedule at an observed $45/hr.
Computational Materials Science Expert
AfterQuery is contracting published computational materials researchers to build and evaluate ML tasks on real atomistic, electronic, and structural datasets. Work is remote and asynchronous over a 2–3 week window, with an observed rate of $175/hour at 10–20 hours per week on projects you accept.
Law Student Expert
AfterQuery is hiring current ABA-accredited law students for a 2–3 week, asynchronous project block reviewing contracts, filings, and regulatory materials and producing citation-backed annotations. Observed pay is $125/hr at an expected 10–20 hours per week on the projects you accept.
Insurance Expert
AfterQuery hires insurance practitioners to write underwriting, claims, and compliance problems that current AI models get wrong, then grade model attempts against industry standards. Remote and asynchronous, with observed rates of $80/hr depending on line-of-business depth and designations.
Contract Manager/ Negotiator
Review AI-generated contract redlines and negotiation transcripts and judge whether each edit matches what competent commercial counsel would actually do. Work is paid per task (observed around $115 per task, typically 60–90 minutes), fully remote and asynchronous.
ML Research Engineer — Inference & GPU Kernels
AfterQuery is assembling a cohort of ML inference and GPU kernel engineers to write expert-level problems, reference solutions, and rubrics that frontier models are then graded against. The work is asynchronous and remote, with observed rates of $135/hr depending on depth and track fit.
Mechanical / Hardware Design Engineer
AfterQuery is assembling a cohort of practicing mechanical and hardware engineers — CAD, RTL/HDL, and robotics — to write expert-level problems, reference solutions, and grading rubrics for frontier model evaluation. You judge whether a model's answer would survive a design review, not whether it sounds plausible.
Optics and Photonics Expert
Design hard optics and photonics problems, write the reference solutions and rubrics, and grade model or human submissions for correctness and physical reasoning. Fully asynchronous project work at an observed $100/hr, with milestone bonuses reported for consistent quality.
Medical Coder Expert
Certified coders (CPC or CCS) write chart-based coding scenarios and reference answers, then grade AI model output for coding accuracy and audit risk. Remote, async, 10+ hours a week, observed rates of $80/hr paid weekly via Stripe.
Information Security Analyst Expert
Write realistic SOC scenarios — alert triage, incident response, remediation — and grade how frontier models reason through them. Observed pay is $113/hr, remote and fully async, with a 10 hour weekly minimum.
Electrical Engineer Expert
Author electrical engineering design and analysis scenarios that frontier AI labs use to test model reasoning, then grade model output against your own reference answers. Observed pay is $113/hr, fully remote and async, with a 10 hour per week minimum.
Video Editor & Post Production Expert
Build post-production scenarios and grade AI-generated video on continuity, pacing, and visual quality for frontier lab training data. Work is remote and async, roughly 10+ hours a week, at an observed $70/hr paid weekly.
Court Interpreter Expert
Certified court interpreters write courtroom and deposition interpretation scenarios, produce reference renderings with documented terminology reasoning, and grade model output against them. Work is remote, fully async, paid weekly, with a minimum commitment of about 10 hours per week.
Medical Interpreter Expert
Certified medical interpreters write clinical interpretation scenarios and reference renderings, then grade AI output for accuracy, register, and preserved clinical meaning. Work is remote, fully async, at a stated $75/hr with a 10 hour weekly minimum.
Philosophy Expert
Write philosophical scenarios and reference answers that frontier labs use to test whether models can analyze arguments and reason ethically without hand-waving. You also grade model output for validity, soundness, and honest engagement with objections — flagging prose that sounds profound but equivocates or begs the question.
Technical Writer Expert
AfterQuery contracts technical writers to grade AI-generated documentation and produce expert reference examples — API docs, how-to guides, release notes — that become training and evaluation data for frontier labs. Work is hourly, fully remote, and fully async, with observed rates of $68/hr depending on task complexity and specialization.
Bilingual Audio Contributor (Dutch/English)
Record yourself reading a short English script in your natural Dutch-influenced accent, following a written step-by-step guide, and submit the audio file through AfterQuery's platform. The listing states a flat $50 for a single submission and estimates 15 minutes or less of work — the $30/hr band on this card is the board's normalised observed rate, not a guarantee.
Bilingual Audio Contributor (Marathi/English)
Record a short scripted passage in your natural Marathi-accented English and submit it through AfterQuery's audio pipeline. The task takes about 15 minutes and pays a flat $50 per accepted submission (roughly $30/hr as observed).
Finance Expert
AfterQuery contracts practicing finance and accounting professionals to author realistic scenarios from their own work and grade how AI models handle them. The work is task-based and fully remote, with observed rates in the $175/hr rate depending on specialization; the platform's own posting quotes a $175/hr rate.
Biostatistics Expert
Author realistic biomedical statistics problems and develop reference answers that expose subtle methodological errors in AI reasoning. This remote contractor role is fully asynchronous and requires at least 10 hours of availability each week.
Computational Biology & Bioinformatics Researcher (Task Author)
Author research-grade AI evaluation tasks from computational analyses or biological models you have personally built and debugged. Each task includes a defined problem, connected subproblems, a reference solution, and tests that assess scientific and computational correctness.
Psychologist Expert (Clinical Review)
Review AI responses to clinical psychology scenarios for clinical reasoning, ethics, and risk handling. Licensed US psychologists may also write realistic vignettes and reference responses for a three-week remote project.
Reliability and Quality Engineering Expert
Author realistic statistical engineering problems and reference solutions based on reliability, quality, process or test work. This remote contractor role focuses on practitioner judgment across designed experiments, process control, and reliability or failure data.
Bilingual Chinese Experts — Assessment
AfterQuery is running an unpaid qualifying assessment for bilingual Chinese–English experts; passing places you in a pool matched to paid AI evaluation projects rather than a single fixed role. Observed rates on downstream projects span $75/hr, and the assessment stage itself is uncompensated.
Biology Experts — Assessment
AfterQuery runs an unpaid qualifying assessment for biology experts; passing places you in a pool matched to paid projects that write, grade, and rubric-score AI responses on biological sciences. Observed rates across those projects span $125/hr, varying by subfield depth and task type.
Math Experts — Assessment
AfterQuery screens math experts through an unpaid qualifying assessment; passing places you in a pool matched to paid projects rather than one fixed job. Observed rates across those projects span $120/hr, varying with difficulty, specialization, and project type.
Legal Experts — Assessment
AfterQuery runs an unpaid qualifying assessment for credentialed legal experts; passing places you in a pool matched to paid projects that write, grade, and stress-test AI legal reasoning. Observed rates on matched work span $125/hr depending on jurisdiction, practice area, and task type.
Advanced Coding Expert — Assessment
Design multi-hour, investigation-heavy coding tasks against a substantial private codebase you own, then build Dockerized environments and deterministic test suites that grade an AI agent's solution the way a careful reviewer would. Entry is via an unpaid qualifying assessment; passing it places you in a pool matched to paid projects observed at $85/hr.
General AfterQuery Expert (Data Annotator) — Assessment
AfterQuery runs an unpaid qualifying assessment that, if passed, places you in a pool of expert annotators matched to paid projects at observed rates of $43/hr. The work is remote and project-based: labeling text, documents, and model outputs against structured guidelines, with written reasoning and citations behind each call.
Medical Expert — Assessment
AfterQuery runs an unpaid qualifying assessment for clinicians — physicians, NPs, PAs, RNs — that, if passed, places you in a pool matched to paid AI evaluation projects in medicine. Observed rates on matched projects span $125/hr; the assessment itself is not compensated.
General Finance Expert — Assessment
AfterQuery runs an unpaid qualifying assessment for finance experts; passing it places you in a pool matched to paid projects at observed rates of $93/hr. Work involves writing hard finance prompts, checking model reasoning in modeling, valuation, accounting and markets, and catching subtle numerical or conceptual errors.
Physics General Experts — Assessment
AfterQuery runs an unpaid qualifying assessment for physics experts; passing it places you in a pool matched to paid projects rather than a single fixed job. Observed rates across those downstream projects span $100/hr depending on the project's difficulty and your credential level.