Senior Multiline Claims Examiner for AI Model Training

SaidGig; New York (NY); Remote; USD 90,000 - 131,000; Part time

Job summary

SaidGig is seeking a claims professional to help shape how advanced AI models reason through insurance claims, from coverage and investigation to evaluation, settlement, and resolution. You will develop realistic claim-handling scenarios, create high-quality insurance reasoning material, and assess AI responses against established claims standards for a leading AI research lab.

Remote work is available for applicants in the US, Canada, or UK, with an hourly engagement of at least 20 hours per

Qualifications

• At least 2 years of professional experience handling P&C claims.
• Experience independently handling claims in at least one area (property, auto, etc.).
• Understanding of full claim lifecycle from intake to closure.
• Ability to interpret policy language and escalate when needed.
• Strong written analysis, balanced judgment, and attention to detail.
• Distinguish routine adjudication from complex work.

Responsibilities

• Develop realistic claims scenarios covering first notice of loss, coverage verification, investigation, documentation, reserving, damage evaluation, negotiation, settlement, subrogation, salvage, and closure.
• Produce claim action plans, coverage analyses, investigation requests, evaluation summaries, settlement recommendations, and communications to insureds.
• Write reference responses that meet the quality standards expected of an experienced claims professional.
• Evaluate AI-generated responses using structured rubrics that assess factual accuracy, policy application, claim-handling judgment, and procedural completeness.
• Identify premature conclusions, missing investigative steps, unsupported valuations, improper communications, and failures to distinguish covered damage from excluded or unrelated losses.
• Deliver written feedback that helps the research team improve model behavior.
• Take part in onboarding office hours and calibration sessions.

Job description

Role Overview

Help shape how advanced AI models reason through insurance claims, from coverage and investigation to evaluation, settlement, and resolution. In this role, you will develop realistic claim-handling scenarios, create high-quality insurance reasoning material, and assess AI responses against established claims standards for a leading AI research lab.

This opportunity welcomes carrier examiners, desk adjusters, field adjusters, third-party administrator (TPA) professionals, and independent adjusters with experience in property, auto, casualty, or specialty property and casualty (P&C) claims.

Key Responsibilities

• Develop realistic claims scenarios covering first notice of loss, coverage verification, investigation, documentation, reserving, damage evaluation, negotiation, settlement, subrogation, salvage, and closure.
• Produce claim action plans, coverage analyses, investigation requests, evaluation summaries, settlement recommendations, and communications to insureds.
• Write reference responses that meet the quality standards expected of an experienced claims professional.
• Evaluate AI-generated responses using structured rubrics that assess factual accuracy, policy application, claim-handling judgment, and procedural completeness.
• Identify premature conclusions, missing investigative steps, unsupported valuations, improper communications, and failures to distinguish covered damage from excluded or unrelated losses.
• Deliver written feedback that helps the research team improve model behavior.
• Take part in onboarding office hours and calibration sessions.

Qualifications

• At least 2 years of professional experience handling, adjusting, or examining P&C claims.
• Experience independently handling claims in at least one area, such as property, auto physical damage, bodily injury, general liability, commercial casualty, catastrophe, or specialty claims.
• Understanding of the full claim lifecycle, including intake, investigation, evaluation, resolution, recovery, and closure.
• Ability to interpret policy language, apply it to claim facts, and recognize when escalation is necessary.
• Strong written analysis, balanced judgment, and close attention to detail.
• Ability to distinguish routine claim adjudication from complex coverage, litigation, regulatory, and actuarial work.

Preferred Qualifications

• An AIC, CPCU, SCLA, or comparable insurance designation.
• Experience handling claims across multiple lines of insurance or multiple states.
• Exposure to catastrophe claims, represented bodily injury, litigation, subrogation, special investigations unit (SIU) work, or large losses.
• Experience supervising independent adjusters, experts, vendors, or defense counsel.
• A current or previously held adjuster license.

Work Terms

Remote work for applicants located in the United States, Canada, or United Kingdom.

Hourly engagement with a minimum commitment of 20 hours per week, ideally 40 or more hours.

The role is available for an immediate start.

Compensation

• A flat payment of $800 is paid upon successful completion of onboarding, which is estimated to take approximately 10 hours.
• After successfully completing onboarding, compensation transitions to $80 per hour.

Application Review

Applications are reviewed as they are received on a rolling basis.