Excess & Specialty Insurance Underwriters (SME Focus).

Excess & Specialty Insurance Underwriters (SME Focus) 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.

Finance, accounting, tax, audit, and risk roles that strengthen model reasoning in money and compliance workflows.

• ↳Review AI outputs against current insurance standards, regulations, and firm policy for Excess & Specialty Insurance Underwriters (SME Focus) 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.

• ↳Direct working experience with insurance on real engagements, transactions, or audits for Excess & Specialty Insurance Underwriters (SME Focus) work.
• ↳CPA, CFA, ACA, or comparable credential — or equivalent applied experience.
• ↳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.

$90–$110 / hr

Expected schedule: contractor, remote specialist work with program-defined task volume and review pacing.

• Financial analysis
• Audit-grade review
• Regulatory standards
• Risk assessment
• Insurance

AuraOne uses a shared specialist intake to confirm track fit, review readiness, and the best queue for your profile. Applications submitted from partner job boards carry the source, role, and category on the apply URL.