Actuarial Analyst | Remote

Crossing Hurdles; United States; On-site; USD 55,104 - 96,432; Part time

Job summary

A leading insurance consultancy in the United States is seeking an Insurance Domain Expert for AI evaluation and annotation. The role involves translating real-world insurance workflows into structured tasks for AI systems, evaluating AI outputs for accuracy, and documenting gaps in model performance. Candidates should have 3+ years of insurance experience, a strong background in underwriting or claims, and the ability to work independently and proactively in a remote environment. Flexible scheduling and minimal meetings are expected.

Qualifications

• 3+ years of experience in insurance as a carrier, broker, MGA, reinsurer, or in consulting.
• Strong understanding of underwriting, claims, actuarial, or insurance operations.
• Detail-oriented with the ability to evaluate nuanced, real-world scenarios.

Responsibilities

• Translate real-world insurance workflows into structured tasks for AI systems.
• Evaluate AI-generated outputs for accuracy and relevance.
• Work on use cases including underwriting and claims.

Skills

Experience in insurance

Understanding of real-world insurance workflows

Detail-oriented

Ability to evaluate nuanced scenarios

Independent work skills

Proactive communication

Job description

Role: Insurance Domain Expert (AI Evaluation & Annotation)

Engagement Type: Freelance, Remote, Long-Term

Compensation: Competitive hourly rates (based on experience and specialization)

Commitment: Minimum 10+ hours/week (consistent weekly engagement expected)

Start: Immediate | Fast onboarding

Key Responsibilities

• Translate real-world insurance workflows into structured tasks for AI systems
• Evaluate AI-generated outputs for accuracy, logical reasoning, and business relevance
• Work on use cases including underwriting, claims, actuarial analysis, and insurance operations
• Identify gaps, edge cases, and failure modes in model performance
• Clearly document assumptions, thought processes, and decisions
• Provide structured feedback to improve AI performance and outputs

Required Qualifications

• 3+ years of experience in insurance (carrier, broker, MGA, reinsurer, or consulting)
• Background in one or more areas such as underwriting, claims, actuarial, or insurance operations
• Strong understanding of real-world insurance workflows and processes
• Detail-oriented with the ability to evaluate nuanced, real-world scenarios
• Comfortable working independently in a fast-paced, remote environment
• Work is primarily asynchronous, allowing for flexible scheduling
• Minimal required meetings (typically optional office hours)
• Day-to-day collaboration happens via Slack and internal tools
• Candidates are expected to engage consistently and proactively communicate progress