Accounting Expert

Accounting knowledge we require

Financial reporting & the close

US GAAP financial statements and the period-end close and reporting cycle
Reconciliations, substantive analytics, and tie-outs to source documents
Subledger-to-general-ledger tie-out, and what it means for a period to be open, locked, or reopened

Judgment & evaluation

Materiality and the evaluation of errors and misstatements; when an item is or isn’t material
Adjusting journal entries and their coupled effects (e.g., deferred tax)
Distinguishing an entry actually posted to the ledger from one sitting as a draft, an unposted batch, or a working-paper adjustment

Technical standards & estimates

Revenue (ASC 606), leases (842), impairment (350/360), income taxes, credit losses (326), business combinations (805)
Reserves, allowances, and other significant accounting estimates

Documentation & evidence

Workpaper vs. memo standards, cross-referencing, sign-off, review-ready completeness
Evidence provenance: a figure, citation, or procedure is only valid if it is actually supported

Tools

Comfort in professional accounting software — engagement/audit tools (e.g., CaseWare), GL/ERP systems (e.g., NetSuite), and BI/reporting tools (e.g., Power BI)

What you’ll do

Review AI-agent attempts at realistic accounting tasks and judge whether each conclusion is correct and adequately supported
Confirm work is actually completed and recorded — entries booked, findings logged, deliverables filed — not just described
Catch fabricated or overstated work: invented support, procedures claimed but not performed, unsupported figures
Judge completeness and whether the right method was applied to the right problem; require verify-before-finalize
Write clear, specific agree/disagree rationales on each attempt

Requirements

3+ years of professional accounting experience in one or more of: external audit, controllership / technical accounting, FP&A, or tax
Current or recent hands-on work under US GAAP
Reflexive professional judgment; can spot an unsupported number, a misapplied standard, or an incomplete deliverable on sight
CPA (or actively pursuing), Big 4 / firm / industry experience, or equivalent
Comfort working inside accounting software and reading financial statements and supporting schedules

See also