Insurance SME – Policy & Claims Labeling

Global Brain Corporation

Insurance SME annotating insurance documents while reviewing AI-generated outputs for an insurance-focused AI company. Engage in policy interpretation and claims analysis.

Posted 6/26/2026contractRemote • 🇺🇸 United StatesMid-LevelSeniorWebsite

About the role

Key responsibilities & impact

Annotate insurance documents, review AI-generated outputs, and help develop rubrics and benchmarks that define quality for machine learning pipelines.
Determine whether the alleged loss triggers coverage, citing specific insuring agreements, exclusions, and conditions.
Assess the facts of loss and the strength of the liability case against the insured.
Interpret the stage and trajectory of ongoing claim litigation.
Annotate claimed amounts and expected loss value based on available claim information.

Requirements

What you’ll need

USA-based. 3 years of experience minimum; 5+ years strongly preferred, specifically within excess and specialty insurance.
Experience in excess and specialty (E&S) insurance as an underwriter, broker, claims professional, or coverage counsel.
Strong written communication skills. You will be producing structured written outputs, not just verbal expertise.
Ability to work independently and meet annotation throughput targets with high accuracy.
3+ years of combined experience in excess and specialty insurance spanning both policy-side and claims-side work, as an underwriter, coverage attorney, wholesale broker, and/or claim adjuster or examiner.
Ability to interpret excess policy structure and render a coverage conclusion, and to evaluate a claim across all four adjuster dimensions.
Experience with General Liability, Professional Liability, or other casualty/specialty lines is required.

Benefits

Comp & perks

Competitive hourly rate commensurate with experience and depth of specialty expertise.
Remote-friendly with collaboration over shared documents and working sessions with our AI and product teams.
Ideal location: San Francisco / Bay Area for optional in-person collaboration; fully remote applicants with strong credentials will be considered.

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools

insurance document annotationAI-generated output reviewquality rubric developmentcoverage determinationliability assessmentclaim litigation interpretationclaim amount annotationexpected loss value assessmentexcess and specialty insuranceGeneral Liability

Soft Skills

strong written communicationindependent workhigh accuracyannotation throughput targets