Human Data / Finance, Accounting & Economic AI
Finance Expert — Trading, Derivatives & Crypto
Finance Expert — Trading, Derivatives & Crypto is a remote review track for evaluating AI outputs across finance and risk workflows.
About the role
Finance Expert — Trading, Derivatives & Crypto is a remote review track for evaluating AI outputs across finance and risk workflows. Reviewers grade calculations, narrative reasoning, and policy adherence; flag compliance and reconciliation issues; and document the correct treatment so the modeling team can train on it.
Finance and risk workflows leave no room for fuzzy reasoning. AuraOne uses experienced finance-and-risk professionals to grade AI outputs the way an audit reviewer would — with citations, severity tags, and the corrected calculation alongside the original.
Review financial reasoning and accounting treatment. Audit logic and risk work too.
Responsibilities
- Review AI outputs against current finance and risk standards, regulations, and firm policy for Finance Expert — Trading, Derivatives & Crypto assignments.
- Re-perform calculations and flag rounding, classification, or treatment errors.
- Tag compliance, reconciliation, and disclosure issues with structured severity scores.
- Capture the corrected workpaper or narrative so the modeling team can train on it.
- Adjudicate disputed treatments against published standards or firm guidance.
- Maintain reviewer-quality scores in inter-rater calibration cycles.
What you should bring
- Direct working experience with finance and risk on real engagements, transactions, or audits for Finance Expert — Trading, Derivatives & Crypto work.
- A CPA, CFA, or ACA. A comparable credential or equivalent applied experience also works.
- Comfort applying multi-page rubrics consistently across long batches.
- Clear written reasoning that cites standards, regulations, or firm policy.
- Reliable async availability for at least 10 hours per week.
Role signals
Example tasks
- Re-perform a finance and risk calculation produced by a model and flag any rounding or classification errors.
- Grade a model's narrative reasoning on a complex transaction and rate the citation quality.
- Adjudicate a disputed treatment between two reviewers using current standards.
- Audit a 25-row batch for rubric consistency and report drift to the program lead.
Useful experience
- Big Four, bulge-bracket, or in-house controller / risk experience.
- Familiarity with AI-assisted close, audit, or risk tooling and its failure modes.
- Bilingual experience for cross-jurisdiction reviews.
Compensation and schedule
$180–$235 / hr
Expected arrangement: contractor, with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.
Skills used in matching
- Financial analysis
- Audit-grade review
- Regulatory standards
- Risk assessment
- Finance and risk
Application process
Submitting this form sends your application directly to the recruiting team for this specialist cohort.
About AuraOne
AuraOne is a human data company for AI teams and a workflow service for enterprises. It supplies expert judgment, speech, physical-world data and checked workflows.