Insurance Expert — Document Understanding

Mercor is seeking experienced insurance professionals to help train AI systems focused on complex insurance document analysis and policy comprehension.

This role involves evaluating AI performance across:

• Insurance policy documents
• Underwriting guidelines
• Claims assessments
• Actuarial reports
• Coverage determinations
• Regulatory compliance documentation

Candidates should possess deep expertise in insurance operations, policy interpretation, and risk assessment gained through real-world industry experience.

Key Responsibilities

• Evaluate AI-generated analyses involving:

  • Insurance policies
  • Claims documentation
  • Underwriting materials
  • Actuarial reports

• Assess AI understanding of:

  • Policy language
  • Risk assessment
  • Coverage interpretation
  • Insurance compliance workflows

• Review outputs for:

  • Accuracy
  • Consistency
  • Regulatory alignment
  • Professional-quality reasoning

• Identify situations where AI-generated interpretations fail to meet insurance industry standards

• Provide structured feedback to improve:

  • Insurance-focused AI systems
  • Policy comprehension
  • Claims analysis quality
  • Coverage determination logic

• Apply domain expertise in:

  • Underwriting
  • Actuarial analysis
  • Claims evaluation
  • Insurance operations

• Collaborate remotely with AI evaluation and research teams

Required Skills & Qualifications

• Professional experience in:

  • Insurance underwriting
  • Actuarial science
  • Insurance operations
  • Claims analysis
  • Risk assessment

• Strong expertise interpreting:

  • Policy language
  • Coverage documentation
  • Regulatory requirements
  • Insurance guidelines

• Ability to evaluate nuanced insurance reasoning and document interpretation

• Strong:

  • Analytical thinking
  • Attention to detail
  • Written communication

• Familiarity with:

  • Insurance compliance
  • Coverage determinations
  • Claims workflows
  • Risk documentation

• Ability to work independently in remote environments

Preferred Background

Ideal candidates may include:

• Licensed actuaries
• Senior insurance underwriters
• Claims specialists
• Insurance risk analysts
• Carrier-side insurance professionals

Experience at organizations such as:

• Aetna
• AIG
• MetLife
• Prudential

or similar insurance carriers is strongly preferred.

Contract & Payment Information

• Independent contractor role

• Fully remote and flexible work environment

• Work on your own schedule

• Weekly payments via:

  • Stripe
  • Wise

• Projects may be:

  • Extended
  • Reduced
  • Ended early

depending on project requirements and performance.

Please note:

• H1-B and STEM OPT candidates are not currently supported

About Mercor

Mercor partners with leading AI labs and enterprises to train frontier AI systems using real-world professional expertise across insurance, finance, healthcare, and other industries.