Company profile · data as of 2026-10-15
AfterQuery
AfterQuery builds expert-generated datasets and environments for frontier-model training. Its enterprise team also develops custom evaluations and deploys systems on a company’s own data.
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- Website
- afterquery.com
- Founded
- 2025
- Primary offering
- Expert data & evaluation
- Category
- Expert training data
- Tags
- Expert training data, RL environments, Post-training services, Model evaluation, Enterprise AI deployment, Professional expertise, SFT, RLHF, Computer use, Tool use, Evaluation
What AfterQuery sells
Turns professional expertise into AI training data and practice tasks.
- Office Agent Training Dataset — Professional assignments based on files. Tasks require analysis across several steps, with graded outputs.
- SWE agent training datasets — Experts write tasks from private business codebases. Automated tests check the results.
- Terminal-agent training data — Successful action records from command-line tasks (text commands used to operate a computer). Tasks run in isolated environments and earn rewards from tests.
- Customer-service tool-use data — Service tasks with several steps. Checks confirm whether calls to software tools work correctly.
- Custom RL environments — Training tasks using connected software tools or browser and desktop applications. Expert action records and grading support reinforcement learning (models learn by trying tasks and receiving scores).
- Expert demonstrations and feedback — Examples teach desired responses, with comparisons showing which answers experts prefer. Expert grading rules are paired with automated checks.
Headline metrics
| Metric | Value | As of | Source |
|---|---|---|---|
| Annualized revenue run rate Revenue run rate disclosed | more than $100M | 2026-04-09 | Funding |
| Valuation Later reported valuation | $3.2B (talks) | 2026-09-01 | Forbes September |
| Expert network | about 100,000 | 2026-04-09 | AfterQuery: /blog/human-expertise-reimagined |
| Other metric DeepSWE pass@1, GRPO checkpoint | 39.1% | 2026-10-08 | Deepswe |
Most recent figure per metric kind. Run rate, ARR, revenue, funding and valuation are kept distinct; estimates and forecasts are marked.
Paid work and open routes
- AI/ML Research Intern — $8K / month (listed)
- Business Operations Generalist — $150K–$250K salary band + equity (listed)
- College Software Engineering Expert — $50/hour in header; $40–$60/hour in description (pay conflict)
- Content Writer & AI Evaluation Specialist (UK/US) — $35–$50 / hour (intake unverified)
- Corporate Counsel — $225K–$250K salary band + equity; bonus offered (listed)
- Data Acquisition Lead — $150K–$275K salary band + equity; bonus offered (listed)
- Engagement Manager — $150K–$225K salary band + equity; bonus offered (listed)
- ESL Teacher Expert — $35–$70 / hour (intake unverified)
- Full-Stack Software Engineer - Testing & Evaluation — $50–$100 / hour (intake unverified)
- Growth Associate — $100K–$130K salary band + equity; $20K–$30K separate bonus band (listed)
- GTM Operations Lead — $190K–$250K salary band + equity; bonus offered (listed)
- Head of Growth — $150K–$230K salary band + equity; bonus offered (listed)
- Machine Learning Engineer, Data Privacy & Anonymization — $260K–$290K salary band + equity; bonus offered (listed)
- Marketing Lead — $160K–$220K salary band + equity; bonus offered (listed)
- People Programs Lead — $160K–$230K salary band + equity (listed)
- Product Manager — $180K–$300K salary band + equity; bonus offered (listed)
- Quality Control Lead — $150K–$275K salary band + equity; bonus offered (listed)
- Recruiter — $150K–$225K salary band + equity; bonus offered (listed)
- Research Engineer — $210K–$450K salary band + equity; bonus offered (listed)
- Research Fellow — $16K / month (listed)
- Research Program Manager — $175K–$191K salary band + equity; bonus offered (listed)
- Research Scholar — $1K–$10K one-time award (listed)
- Research scholar & engineering careers — Not published (careers)
- Research Scientist - Post Training — $210K–$450K / year target cash + equity (pay conflict)
- Research Scientist – Frontier Evaluations — $210K–$450K salary band + equity; bonus offered (listed)
- Research Technical Program Manager — $210K–$450K salary band + equity; bonus offered (listed)
- Sales Operations Associate — $100K–$150K salary band + equity; bonus offered (listed)
- Senior Software Engineer - Security/Infrastructure — $200K–$350K salary band + equity; bonus offered (listed)
- Software Engineer - Marketplace — $250K–$300K salary band + equity; bonus offered (listed)
- Software Engineer - Platform Infrastructure — $250K–$350K salary band + equity; $0–$100K separate bonus band (listed)
- Software Engineer - Platform/Applied AI — $260K–$290K salary band + equity; $200K–$400K separate bonus band (listed)
- Software Engineer - RL Environments — $260K–$290K salary band + equity; $200K–$400K separate bonus band (listed)
- Software Engineering Intern — $10K / month (listed)
- Strategic Projects Associate - Coding — $130K salary band + equity; performance bonus up to $80K (listed)
- Strategic Projects Lead — $150K–$225K salary band + equity; bonus offered (listed)
- Strategic Projects Lead - AI Safety — $150K–$225K salary band + equity; bonus offered (listed)
- Strategic Projects Lead - Coding — $150K–$225K salary band + equity; bonus offered (listed)
- Strategic Projects Lead - Consulting — $150K–$225K salary band + equity; bonus offered (listed)
- Strategic Projects Lead - Engineering — $150K–$225K salary band + equity; bonus offered (listed)
- Strategic Projects Lead - Healthcare — $150K–$225K salary band + equity; bonus offered (listed)
- Strategic Projects Lead - Legal — $150K–$225K salary band + equity; bonus offered (listed)
- Strategic Projects Lead - STEM — $150K–$225K salary band + equity; bonus offered (listed)
- Technical Content Writer (Contract) — $60 / hour (listed)
- Technical Recruiter — $150K–$230K salary band + equity; bonus offered (listed)
- World Models Machine Learning Expert — $150–$200 / hour (intake unverified)
Pay labels are quoted as published and may be out of date; check each listing.
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