Insurance SME - Policy & Claims Labeling (Contract)

𝗔𝗯𝗼𝘂𝘁 𝘁𝗵𝗲 𝗥𝗼𝗹𝗲

Brain Co is building AI systems for the insurance industry. We work on complex, document-heavy workflows covering policy interpretation, claims analysis, and coverage reasoning, and we need experienced insurance professionals to help us do it right.

As an Insurance SME, you will annotate insurance documents, review AI-generated outputs, and help us develop the rubrics and benchmarks that define quality for our machine learning pipelines. Your expertise shapes what our models learn and how they are evaluated.

This is a part-time, contract engagement with flexible hours designed to work alongside your existing career, not replace it.

𝗪𝗵𝗮𝘁 𝗬𝗼𝘂 𝗪𝗶𝗹𝗹 𝗗𝗼

This combined role covers both sides of the insurance document intelligence pipeline: policy interpretation and claim analysis. It is designed for professionals with deep exposure to both underwriting and claims.

Policy Tower labeling tasks:

• Locate and annotate the limits structure within a given excess policy

• Given an insuring agreement and its ensuing exclusions, produce a structured conclusion about how coverage responds to a described scenario

Claim Triage labeling tasks:

• Coverage: Determine whether the alleged loss triggers coverage, citing specific insuring agreements, exclusions, and conditions.

• Liability: Assess the facts of loss and the strength of the liability case against the insured.

• Litigation: Interpret the stage and trajectory of ongoing claim litigation.

• Damages: Annotate claimed amounts and expected loss value based on available claim information.

𝗥𝗲𝗾𝘂𝗶𝗿𝗲𝗱 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲

• 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 ...