Claims Processing Agent - Freelance AI Trainer
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Key skills for this role
About the Role
Evaluate auto insurance claims for accuracy, design testing scenarios, and document results; ideal candidates have insurance or legal backgrounds and strong English 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- Design FNOL scenarios with deliberate contradictions, decoy files, and outdated documents to test agent robustness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
- Expertise in auto insurance claims processing
- Ability to evaluate AI generated decisions for accuracy and compliance
- Experience with fraud flagging scenarios and subrogation
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- Design FNOL scenarios with deliberate contradictions, decoy files, and outdated documents to test agent robustness.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 depending on scope, complexity, and required expertise.
Project Time Expectations
- Tasks are estimated to require around 10 20 hours per week during active phases.
- This is an estimate, not a guaranteed workload, and applies only while the project is active.
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