Insurance Specialist

Are you an insurance expert who knows the inside of a policy like the back of your hand — and wants to help shape how AI understands underwriting, claims, pricing, and risk?

This is your chance to influence the future of AI-powered insurance systems
.

We’re looking for a seasoned Insurance Subject Matter Expert (SME) with deep experience in claims, underwriting, or actuarial workflows> to evaluate, guide, and enhance AI and LLM-driven models powering next‑generation insurance operations.

We’re especially interested in candidates with experience at leading US insurers, including:

AI Evaluation & Optimization

• Evaluate AI and LLM-based models used in underwriting, claims processing, risk assessment, and pricing.
• Identify gaps, biases, edge cases, and limitations using real‑world insurance logic
  .
• Partner with AI, data science, and product teams to improve model accuracy, reliability, and compliance
  .
• Assess AI impact on policy retention, renewals, loss ratios, and customer experience
  .

Validation Against Industry Standards

• Ensure AI outputs align with insurance best practices, regulatory requirements, and market realities
  .
• Define and apply evaluation rubrics and scoring frameworks for model performance.
• Validate outputs against underwriting rules, claims workflows, and risk KPIs.
• Provide insurance domain expertise to support data annotation and labeling efforts
  .
• Review and contextualize datasets involving:
• Policy language
• Risk variables and pricing factors

Prompt Engineering & LLM Guidance

• Collaborate on prompt design and refinement to improve LLM accuracy and reasoning.
• Help reduce hallucinations and ensure AI responses are insurance‑safe and regulation‑aware
  .
• Translate complex insurance concepts into clear AI instructions and evaluation criteria
  .

Explainable AI & Transparency

• Support explainable AI initiatives to ensure model decisions are auditable, transparent, and trustworthy
  .
• Help stakeholders understand why models behave the way they do.

Regulatory & Market Awareness

• Stay current with evolving insurance regulations, compliance standards, and AI innovations
  .
• Flag regulatory, financial, or customer‑risk implications of AI outputs.

• Bachelor’s or Master’s degree in Insurance, Risk Management, Actuarial Science, Business
  , or a related field.
• 7+ years of hands‑on insurance experience in one or more of the following:
• ✔ Claims
• ✔ Insurance Product Management
• Strong understanding of policy structures, rating variables, claims lifecycle, and regulatory frameworks
  .
• Experience collaborating with cross‑functional tech teams (AI, data science, engineering, product).

• Exposure to AI/ML or LLM‑based systems (evaluation, testing, annotation, or validation).
• Experience defining rubrics, scoring frameworks, or QA standards
  .
• Familiarity with prompt engineering or human‑in‑the‑loop AI evaluation
  .
• Ability to apply expert judgment to determine whether AI outputs are safe for real insurance decisions
  .

• Influence how AI understands insurance
  , not just how it processes data.
• Apply your insurance expertise at the cutting edge of AI innovation
  .
• Work at the intersection of domain knowledge, technology, and decision‑making
  .

Apply now and help build the next generation of AI‑powered insurance intelligence
.

You can also connect directly by email at with your résumé, hourly rate, and weekly availability.

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