Finance Domain Expert

$80–120/hr

rate as listed

Workload: 20+ hrs/week
Engagement: Project-based
Location: US
Field: Finance

Create and evaluate finance problems used to train large language models, with emphasis on valuation, financial modeling, accounting and financial reporting. The role is W-2 employment through Cincinnatus LLC and requires substantial weekday availability.

The work

You would design difficult finance tasks, produce reference solutions and review AI-generated work for numerical accuracy, methodology and professional judgment. Day-to-day assignments may involve DCF, LBO and comparable-company valuation, Excel-based financial models, corporate finance analysis, accounting and financial reporting, or written feedback on another contributor’s solution.

What the screening emphasizes

The platform is likely to verify at least four years of dedicated finance experience at a recognized top-tier firm, evidence of career progression and advanced Excel modeling ability. Expect follow-up questions about specific transactions, models or research you personally completed, including how you selected assumptions, checked outputs and handled ambiguity. A CFA, CPA or MBA from a top program is a strong plus, not a stated requirement.

Evaluation work

A central part of the role is distinguishing a plausible answer from a professionally defensible one. That includes writing rubrics, identifying methodological errors even when a final number looks reasonable, explaining corrections precisely and aligning judgments with other finance subject-matter experts.

Logistics

This is a W-2 position with Cincinnatus LLC, which serves as employer of record and may place the worker with a leading AI lab. The listing requires reliable availability for at least 20 hours per week during weekdays, but it does not specify a daily schedule, remote status or whether all work is asynchronous.

Pay band: $80–120/hr

What they look for

4+ years of dedicated professional finance experience at a recognized top-tier firm
Advanced Excel financial modeling, including DCF, LBO and comparable-company analysis
Valuation, corporate finance, accounting or financial reporting expertise
Ability to evaluate numerical accuracy, methodology and professional judgment
Clear written explanation of complex financial decisions
Demonstrable career progression in finance

Included with this listing

Interview prep — 10 questions

Matched to what this platform's screening actually measures. Answer each out loud in 60–90 seconds: claim → concrete example → implication.

What it tests: This tests whether the claimed four or more years reflect dedicated finance work, increasing responsibility and hands-on ownership rather than peripheral exposure.
A strong answer: Give a chronological account with firm, role, dates, promotion path and concrete responsibilities, then distinguish work you built or decided from work completed by the broader team.
Where people lose it: Candidates lose points by naming prestigious employers or transactions without clarifying their own model ownership, analytical decisions or progression.

Summary, eligibility guidance and screening preparation are prepared by Sidequest from the platform's posting. Check the source listing before applying.

FINANCE on Sidequest

What finance AI work pays

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