Negotiate and redline ISDA Master Agreements in simulated exercises, grade how an AI handles derivatives scenarios, and write the criteria that score it. Three years in derivatives documentation is the bar. 50 openings, part-time, task-based pay at $90–130/hour with roughly 3.5 hours per task.
Economists with a Master's or PhD and a year or more at a top research institution (World Bank, IMF, the Fed, a graduate school) work on a research project for a leading foundation-model AI lab. Remote contract at $120–150/hour, at least 10 hours a week for a minimum of four weeks.
Finance professionals rebuild and critique PowerPoint slides that carry financial analysis, valuation and investor messaging, so AI learns what a board-ready deck looks like. US, UK or Canada. 5 openings, contractor, $150–350/hour.
Review financial statements against GAAP or IFRS, assess audit procedures and internal controls, build and check Excel models, and turn real engagements into case studies that teach an AI how finance work is done. Five years in reporting, audit or tax is the stated bar. Fifteen openings, contractor, $60–75/hour.
Build and review equity research training data: earnings analysis, estimate revisions, peer benchmarking, model critiques and investment theses written for an AI to learn from. Sell-side associates who owned company models, and lead analysts up to VP or Director, are the target. Twenty-five openings, contractor, $175–300/hour.
Build, fix and critique the core work of an M&A team (target screens, comps, Excel valuation and transaction models, pitchbook pages) and explain the accounting and deal sensitivities behind them, to train AI. Former senior associates and VPs from M&A or coverage teams. Twenty-five openings, contractor, $175–300/hour.
Work a simulated commercial real estate dispute turn by turn: draft motions, briefs, demand letters and discovery under senior direction, and write the rubric items that define a strong reply to opposing counsel. Three years of post-JD litigation with CRE disputes and a US licence (active or lapsed) are the profile. US-based, three openings, $100/hour.
A full-time research post at micro1: design the benchmarks, rubrics and evaluation protocols that measure how AI agents handle enterprise finance work, and run original research on financial reasoning. Advanced degree in finance or economics required, PhD strongly preferred. Base salary $200,000–250,000 plus equity.
Untangle a SaaS revenue stack that has drifted out of alignment: conflicting policies, stale automations, duplicate accounts and permission mismatches across CRM, billing and ticketing, and write down how each case should be handled. 5–10 years hands-on RevOps. 30 openings, contractor, $45–90/hour.
Join a leading AI lab's research team as its accounting and audit specialist: review model outputs for misapplied standards, write instruction specs and golden solutions, and design benchmarks. Needs an active CPA, CA, CIA, CFE or CMA and 4+ years; bookkeeping-only roles do not count. Full-time W-2, hybrid Bay Area, $60–100/hour.
Build HR evaluation tasks for AI on a US employment-law track, an international (UK/EU) track, or both: scenarios, reference policies and investigation reports, and rubrics. For HR leaders and CHROs with 5+ years at large companies. Remote hourly contract at $70–80/hour.
Build AI evaluation tasks set inside Fortune 500 insurance: commercial underwriting, claims adjudication, reserving, reinsurance and NAIC compliance scenarios, with reference guidelines and rubrics. Needs 5+ years at a major carrier or reinsurer. $50–60/hour, remote contract.
Paid pilot for a biotech and pharma research team: create and critique rubrics that assess commercial drugs and development programs, judge investment-style theses, and assess 5–10 companies end to end. For specialist-fund biotech analysts with 5+ years. About 10–20 hours over 1–2 weeks, $120–200/hour.
Read US sales and use tax statutes subsection by subsection, write the rubric an AI's formal translation of the law must satisfy, then grade that translation pass/fail and write test scenarios for what it missed. CPA, CA or US tax attorney background required. Ten openings, contract, $20–30/hour.
Review and annotate financial statements, critique audit procedures, build and check financial models, and assess tax compliance and legal-financial documents for AI training data. US-based contributors only; a CPA, auditor or tax specialist title and an accounting degree are required. Thirty openings, contractor, $60–120/hour.
Shopify veterans review AI training tasks on e-commerce analytics and say where they diverge from how orders, products, customers and reports really work. Five years in the Shopify ecosystem. About 5 to 10 hours a week, two openings, $60–100/hour.
The US-titled version of micro1's sales and use tax project: turn state statutes into severity-weighted rubrics, grade an AI's formal translation of the law pass/fail, and write edge-case test scenarios. CPA, CA or US tax attorney background required. Ten openings, contract, $65–70/hour.
Build securities and commodities scenarios for AI agents from real market data, client files and regulation, decide the compliant answer, and write 35+ point rubrics. Remote contractor, $30–80/hour paid per accepted task, 50 openings. Series 7/63 or equivalent and 4+ years preferred.
Author AI evaluation tasks in budgeting, forecasting, variance analysis and capital allocation: realistic FP&A scenarios, reference models and decks, and rubrics that reward real planning judgment over template work. For FP&A directors and CFOs with 5+ years. $80–90/hour, remote contract.
Grade AI-generated slides, spreadsheets and documents to consulting standard, flagging factual, visual and presentation errors with structured written feedback. Needs 5+ years at a top firm in the US, UK, Canada, Australia or New Zealand. $100–150/hour.
Design Fortune 500 go-to-market scenarios, write reference deal strategies and campaigns, and author rubrics that test whether AI shows real enterprise sales and marketing judgment. For senior F500 sellers, marketers and RevOps leads. Remote hourly contract at $60–70/hour.
Act as ground truth for an AI lab teaching models real enterprise sales work: audit workflows, build golden reference trajectories in a mock sales stack, and refine rubrics. For sellers with around 10 years in enterprise sales. US only, $60–90/hour, placed via Cincinnatus.
Map how an upcoming catalyst should ripple through suppliers, customers, competitors and substitutes, estimate direction and magnitude from primary filings, and grade AI analyses. For senior sector PMs and lead equity analysts with 8+ years. Remote, $150–250/hour.
Full-time, on-site-hybrid role in the Bay Area: review AI output on business and sales operations tasks, write instruction specs and golden solutions, and build benchmarks with an AI lab's research team. For senior ops leaders with 4+ years. W-2 via Cincinnatus, $60–100/hour.
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