Claims Processing Agent - Freelance AI Trainer
About The Position
Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment. This opportunity involves evaluating AI-generated auto insurance claims decisions for accuracy, coverage correctness, and regulatory compliance; designing FNOL scenarios with deliberate contradictions, decoy files, and outdated documents to test agent robustness; writing and grading fraud-flagging scenarios using structured reason codes for SIU referral; building subrogation test cases applying state-specific negligence rules and assessing likelihood of recovery; and documenting test cases clearly with correct answers, policy citations, and payout calculations.
Requirements
- Background in insurance claims, legal services, or broader financial services
- Open to part-time, non-permanent projects
- Degree in Insurance, Risk Management, Business Administration, Finance, Law, or any related field
- 3+ years of insurance, claims, legal, or financial services experience
- Current or recent experience in claims & adjusting or adjacent roles
- Familiarity with auto insurance coverage decisions, state-specific negligence rules, and adjuster authority-limit culture
- Strong written English (C1+)
Nice To Haves
- AIC, CPCU, CIFI, or SCLA credential
Responsibilities
- Evaluate AI-generated auto insurance claims decisions for accuracy, coverage correctness, and regulatory compliance
- Design FNOL scenarios with deliberate contradictions, decoy files, and outdated documents to test agent robustness
- Write and grade fraud-flagging scenarios using structured reason codes (late reporting, recently purchased policy, inconsistent damage) for SIU referral
- Build subrogation test cases applying state-specific negligence rules (comparative vs. contributory) and assess likelihood of recovery
- Document test cases clearly with correct answers, policy citations, and payout calculations
Benefits
- Project-based opportunities
- Up to $60 per hour equivalent compensation
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What This Job Offers
Job Type
Part-time
Career Level
Mid Level
