Former management consultants rebuild and critique PowerPoint slides for storyline, structure and visual clarity, so AI learns to produce client-ready decks. At least two years client-facing at a consulting firm required. US, UK or Canada. 15 openings, contractor, $150–350/hour.
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.
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.
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.
Broker-dealer and RIA compliance staff review mock periodic reviews, Reg BI rollovers, marketing pieces and alternatives books, producing rubric-graded compliance deliverables for AI training. US-based, about 15 hours a week, listed at $100–130/hour. Needs 3+ years in US securities compliance.
Turn everyday accounting work into AI training data: design scenarios from your own practice, review AI outputs for GAAP/IFRS accuracy and judgment, and write structured feedback. Any specialty, from audit and tax to bookkeeping and forensics. US only, 3+ years and a CPA, CA, ACCA, CMA or EA required. $80/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.
Model an infrastructure transaction in Excel from a synthetic document pack, then peer-review two other contractors' models with a scorecard. For associates at infrastructure PE funds with ~2 years of IB first and exposure to data centres, fibre or towers. US or UK only, about 20–25 hours over 1.5–2 weeks, $80–100/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.
Run 20-minute structured interviews that vet senior engineers (GPU kernels, security research, ML compilers) for a frontier lab's AI training and evaluation panel, then tier each candidate and write a summary. For experienced recruiters and technical vetters. US, part-time, about 10 hours a week, $50–60/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.
Full-time W-2 coordinator (via Cincinnatus LLC) placed with a leading AI lab's GenAI team, running day-to-day operations on AI training-data projects: turning leadership input into expert guidelines, onboarding experts, tracking quality and deliverables. US-based, 3+ years of coordination plus hands-on AI data experience. $45–55/hour.
Design finance Excel tasks from your own work (three-statement models, LBO and DCF valuation, forecasting), write model solutions, and evaluate AI attempts for a leading tech company's GenAI team. US only, W-2 through Cincinnatus LLC, 40 hours a week to end of September then 20. $70–100/hour.
Design Excel tasks from cross-industry experience (data models, dashboards, Power Query, VBA automation), write the solutions, and evaluate AI attempts for a tech company's GenAI team. Breadth across functions, teaching or a PhD help. US only, W-2 via Cincinnatus LLC, 40 then 20 hours a week. $70–100/hour.
Paid pilot for US pharma forecasters: build or critique drug launch curves and judge whether forecast assumptions (analogs, ramp, peak share, loss of exclusivity) hold up, while writing rubrics that evaluate AI analysis of drugs. 5+ years, 10–20 hours over 1–2 weeks. $130–210/hour.
Work inside a leading AI lab's research team as its insurance and actuarial specialist: QA model outputs, write instruction specs and golden solutions, and build insurance benchmarks. Needs an FSA, ASA, FCAS or ACAS, or an active adjuster, underwriting or broking licence, plus 4+ years. Full-time W-2, hybrid Bay Area, $60–100/hour.
Design marketing tasks and solutions, score AI outputs against rubrics, and refine marketing-specific evaluation guidelines for an AI lab. For marketers with 8+ years at top-tier brands or agencies and prior LLM rubric experience. US, 35+ hours a week, $60–80/hour.
Build retail merchandising, category and operations tasks, write solutions, and grade AI outputs against rubrics for an AI lab. For merchants, category managers and retail operators with 8+ years at major retailers and prior LLM rubric experience. US, 35+ hours a week, $60–80/hour.
Full-time finance specialist embedded with a leading AI lab: QA model outputs, write instruction specs and golden solutions, and build finance benchmarks across FP&A, IB, asset management, PE, risk or treasury. 5+ years at a recognised institution, VP-level progression. W-2, hybrid Bay Area, $60–100/hour.
Coordinate the finance raters on a leading AI lab's training-data program: build tracking and escalation workflows, monitor throughput and quality, triage rater questions and keep finance tasks consistent. 5–10 years in finance or finance operations with team coordination experience. US only, 35+ hours a week, $40–60/hour.
Evaluate AI model outputs on underwriting, claims and risk reasoning against rubrics, design hard insurance tasks with worked solutions, and refine scoring guidelines. Needs 8+ years at a top-tier insurer or broker and prior hands-on LLM rubric evaluation. US only, 35+ hours a week, $60–80/hour.
Evaluate AI finance outputs against rubrics, design hard finance tasks with worked solutions, and refine scoring guidelines for a leading AI lab. Needs 8+ years at a top-tier bank, asset manager or Big Four firm plus prior hands-on LLM rubric evaluation. US only, 35+ hours a week, $65–90/hour.
Complete self-contained fund-ops exercises from mock ledgers, statements and notices: reconciliations, NAV variance attribution, trade-break investigations, corporate actions and payment exceptions, each graded against a rubric. 3+ years in fund admin or investment ops. US only, about 15 hours a week, $75–110/hour.
Full-time IB and M&A specialist embedded with a leading AI lab: vet model outputs on deal work, write instruction specs and golden solutions, and build finance benchmarks. 5+ years at a recognised institution, VP-level progression, MBA or CFA preferred. W-2 via Cincinnatus, hybrid Bay Area, $100–150/hour.
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