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About the Role
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.
Responsibilities
- Evaluate AI-generated auto insurance claims decisions for accuracy, coverage correctness, and regulatory compliance.
- Design realistic FNOL scenarios with deliberate contradictions, decoy files, and outdated documents to test agent robustness.
- Create test cases for coverage-scope decisions requiring domain knowledge.
- 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.
- Develop supervisor-escalation scenarios to test agent recognition of authority-limit thresholds.
- Draft and evaluate reservation-of-rights letter scenarios, verifying language stays within the bad-faith line.
- Validate coverage-limits math when multiple endorsements stack on a single claim.
- Document test cases clearly with correct answers, policy citations, and payout calculations.
Requirements
- Mortgage underwriters and loan origination professionals open to part-time, non-permanent projects.
- Degree in Finance, Business, Insurance, or related field — or equivalent professional experience.
- AIC, CPCU, or comparable credentials, or 4+ years of hands-on claims adjusting experience.
- 3+ years of hands-on auto claims adjusting, examining, or supervisory experience at a U.S. carrier, independent adjusting firm, or SIU team.
- Ability to make coverage decisions without looking them up.
- Familiarity with U.S. state-specific rules.
- Experience reading full auto policy documents with citation discipline.
- Comfort computing payout math involving deductibles, sub-limits, and layered endorsements in Excel or equivalent.
- Awareness of the bad-faith line and adjuster authority-limit culture.
- Associate in Claims (AIC), CPCU, CIFI, or SCLA credential is a strong positive signal.
- Strong written English (C1+).
- Submit CV in English and indicate English proficiency level.
Skills
- AI testing
- AI evaluation
- AI improvement
- Claims adjusting
- Coverage decisions
- Domain knowledge
- Fraud flagging
- Subrogation
- State-specific rules
- Policy analysis
- Payout calculations
- Excel
Work Type
- Project-based
- Part-time
Experience Level
- 3+ years of hands-on auto claims adjusting, examining, or supervisory experience
- 4+ years of hands-on claims adjusting experience
Education Level
- Degree in Finance, Business, Insurance, or related field
- AIC, CPCU, or comparable credentials
- Associate in Claims (AIC), CPCU, CIFI, or SCLA credential
Salary/Compensations
- Up to $60 per hour equivalent
About the Company
- Mindrift connects specialists with project-based AI opportunities for leading tech companies.