Claims Processing Agent - Freelance AI Trainer
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Key skills for this role
About the Role
Mindrift seeks a Claims Processing Agent for project-based AI training tasks, evaluating AI-generated auto insurance claims decisions and designing test scenarios. Requires claims processing expertise and strong analytical skills.
Key Skills for This Role
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- Design FNOL scenarios with deliberate contradictions, decoy files, and outdated documents to test agent robustness.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 for SIU referral.
- Build subrogation test cases applying state specific negligence rules and assess likelihood of recovery.
- Document test cases clearly with correct answers, policy citations, and payout calculations.
Requirements
- Experience in claims processing (3 8 years suggested)
- Knowledge of auto insurance claims, FNOL, fraud flagging, and subrogation
- Ability to evaluate AI generated claims decisions
- Strong analytical and documentation skills
Full Job Posting
Opportunity Overview
- 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.
What this opportunity involves
- 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- Design FNOL scenarios with deliberate contradictions, decoy files, and outdated documents to test agent robustness.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.
Compensation
- Contributors can earn up to $50 per hour equivalent, depending on level and pace of contribution.
- Compensation varies across projects.
Project Time Expectations
- Tasks estimated to require around 10 20 hours per week during active phases.
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