[Hiring] Policy, Coverage & Regulatory Compliance Expert for AI Research Project @Aptura

Role Description

You’ve built deep expertise in insurance coverage, policy wording, product development, or regulatory compliance, and produced work that drives real decisions. Now that expertise has a new application: shaping how frontier AI models reason through complex insurance problems.

• Design realistic policy, coverage, and compliance tasks: policy interpretation, endorsement analysis, coverage determinations, form reviews, and regulatory compliance assessments without clean answers.
• Write evaluation rubrics that reflect how experienced coverage and compliance professionals reason through policy language, exclusions, endorsements, regulatory requirements, and filing standards.
• Review AI-generated coverage analyses, policy interpretations, compliance assessments, and form recommendations, identifying where models misread policy language, overlook endorsements, or propose non-compliant solutions.
• Build reference coverage opinions, policy review materials, and compliance frameworks that set the benchmark models for testing.
• Communicate coverage determinations, compliance assessments, and rationale clearly in writing.

Qualifications

• 5–8+ years in insurance coverage, policy wording, product development, forms management, or regulatory compliance.
• You’ve drafted, reviewed, interpreted, or approved policy language, endorsements, forms, or regulatory filings that had to withstand legal, regulatory, or commercial scrutiny.
• CPCU, ARM, JD, ACII / FCII, or equivalent (preferred, not required).
• You can explain why a policy responds — or does not respond — clearly enough to teach the reasoning, not just the outcome.

Benefits

• $80–$200 per hour, aligned with expertise, scope, and impact; exceptional or highly specialised expertise can go higher.
• Ongoing engagements are typically structured as a monthly retainer rather than hourly billing.

Company Description

Aptura works with leading foundational AI labs to bring institutional finance expertise directly into AI model development. Founded by ex-Lazard and Partners Group professionals, we operate from London and San Francisco.