Insurance Operations Agent Evaluator

AI Trainer Jobs; United States; Remote; USD 96,000 - 124,000; Part time

Job summary

AuraOne is seeking an Insurance Operations Agent Evaluator to remotely review AI outputs across insurance workflows. You will grade calculations, narrative reasoning, and policy adherence; flag issues, and document corrected treatment for training purposes.

Role emphasizes audit-like rigor with citations, severity tagging, and structured workflows. Experience with insurance, risk, and accounting is valued, with flexible remote scheduling for a contractor engagement.

Qualifications

• Direct working experience with insurance on real engagements, transactions, or audits for Insurance Operations Agent Evaluator work.
• Clear written reasoning that cites standards, regulations, or firm policy.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current insurance standards, regulations, and firm policy for Insurance Operations Agent Evaluator 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.

Skills

Insurance experience

Written reasoning

Async availability

Education

CPA

CFA

ACA

Job description

Insurance Operations Agent Evaluator is a remote review track for evaluating AI outputs across insurance 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.

Category: Finance, Accounting & Economic AI · Pay: $70–$90 / hr · Location: Remote — US-eligible · Contractor

Insurance Operations Agent Evaluator is a remote review track for evaluating AI outputs across insurance workflows.

About the role

Insurance Operations Agent Evaluator is a remote review track for evaluating AI outputs across insurance 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.
Insurance 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 insurance standards, regulations, and firm policy for Insurance Operations Agent Evaluator 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.

Role details

Track Finance & risk review Work model Remote · Independent specialist contractor Compensation Hourly rate confirmed after the interview process. Eligible from US

What you should bring

• Direct working experience with insurance on real engagements, transactions, or audits for Insurance Operations Agent Evaluator 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 insurance 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

Hourly rate confirmed after the interview process.
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
• Insurance
• Workflow evaluation
• Tool-use review
• Operational judgment
• Operations