1. Role OverviewMercor is partnering with a leading AI research organization to engage experienced accountants for a project focused on evaluating how well AI systems perform real-world accounting work.
Rather than producing deliverables yourself, you will define what excellent work looks like: designing task-specific grading criteria and scoring completed work samples with rigorous, well-reasoned written justifications.2.
Key ResponsibilitiesDesign precise, task-specific grading criteria for real-world accounting deliverables (reconciliations, close packages, financial statements and disclosures, workpapers, technical accounting memos)Score AI-generated and human work samples against those criteria, with detailed written justifications for every scoreApply consistent, evidence-based judgment so that scores are reproducible and defensibleIncorporate structured feedback from senior reviewers and iterate quickly on your work3.




Ideal Qualifications5+ years of professional accounting experienceBackground in audit, assurance, or advisory at leading global accounting firms, or in senior accounting roles at large public companiesCPA or equivalent skilled certification strongly preferredDeep fluency in the day-to-day craft: US GAAP application, month-end close, account reconciliations, financial statement preparation and disclosures, and audit-ready workpapersExceptionally strong written communication, with the ability to explain exactly why a piece of work does or does not meet professional standardsDetail-oriented, consistent, and comfortable having your judgment reviewed and calibrated against peersPrior experience with AI training, evaluation, or human-data projects is a strong plus
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📌 Accounting Expert - Cpa Preferred (New South Wales)
🏢 Mercor
📍 New South Wales