Complex Claims Director - Insurance - AI Trainer

Mercor; Chicago (IL); On-site; USD 120,000 - 180,000; Full time

Job summary

Mercor partners with a leading AI lab to train frontier models on insurance reasoning data. We seek Complex Claims and Coverage Directors to shape high-severity scenarios and evaluate model outputs against senior claims standards.

The role welcomes senior carrier claims professionals and coverage specialists. It is an insurance-practitioner position that does not require a law degree. Role starts immediately, with rolling reviews.

Qualifications

• Have at least 2+ years of professional experience handling complex, litigated, high-severity, or coverage-sensitive insurance claims.
• Understand insurer duties, reservation-of-rights practices, litigation management, settlement authority, and escalation to counsel.
• Ability to distinguish operational coverage positions from formal legal advice.

Responsibilities

• Design complex claim scenarios involving disputed coverage and high-severity strategies.
• Create analyses, authority requests, litigation-management plans, and reserve rationales.
• Write senior-quality reference responses and grade AI-generated outputs against rubrics.
• Provide written feedback to improve model behavior and participate in calibration sessions.
• Identify internally inconsistent positions and escalate appropriately.

Skills

Complex claims handling

Litigation management

Coverage analysis

Written communication

Stakeholder coordination

Job description

About the Role

Mercor is partnering with a leading AI lab to train frontier models on high-quality insurance reasoning data. We're hiring Complex Claims and Coverage Directors to design high-severity and coverage-sensitive claim scenarios, evaluate model outputs against established senior claims standards, and help shape how the next generation of AI reasons about disputed coverage, litigation strategy, allocation, and major-loss resolution.

We welcome senior carrier claims professionals, complex-claims leaders, coverage specialists, and technical claim directors. This is an insurance-practitioner role and does not require a law degree or license to practice law.

What You'll Do

• Design realistic scenarios involving disputed coverage, reservations of rights, excess exposure, multiple insureds, multiple carriers, allocation, litigation, mediation, bad-faith risk, and high-severity settlement strategy
• Create work products such as complex claim strategies, coverage-position analyses, authority requests, litigation-management plans, reserve rationales, and escalation recommendations
• Write "golden" reference responses at senior technical claims quality
• Grade AI-generated responses against structured rubrics for policy analysis, strategic judgment, factual support, stakeholder awareness, and escalation discipline
• Identify claim-handling positions that are internally inconsistent, unsupported by the record, operationally unrealistic, or outside the authority of a non-lawyer claims professional
• Provide written feedback the research team uses to improve model behavior
• Participate in onboarding office hours and calibration sessions

You're a Good Fit If You

• Have 2+ years of professional experience handling complex, litigated, high-severity, or coverage-sensitive insurance claims
• Have evaluated coverage issues and developed claim strategies involving multiple parties, layers, policies, or jurisdictions
• Understand insurer duties, reservation-of-rights practices, litigation management, settlement authority, and escalation to internal or external counsel
• Can distinguish an operational coverage position from formal legal advice and recognize when specialized legal review is required
• Demonstrate exceptional written reasoning, defensible judgment, and high attention to detail
• Are comfortable reviewing incomplete records and clearly separating facts, assumptions, open issues, and recommended next steps

Bonus Qualifications

• CPCU, AIC, SCLA, ARM, or comparable insurance designation
• Experience with excess casualty, professional liability, directors and officers, cyber, environmental, construction-defect, or other complex lines
• Experience managing mediations, trials, coverage disputes, or extra-contractual exposure
• Home-office technical claims or claim-governance experience
• Experience overseeing TPAs, independent adjusters, experts, or panel counsel

Role Highlights

• Minimum 20 hours per week (ideally 40+)
• Role starts immediately, applications reviewed on a rolling basis