We are seeking an experienced Insurance Subject Matter Expert (SME) to join us as independent contractor for an AI training and model development initiative. In this role, you’ll review AI generated content, help shape workflows, and apply your financial expertise to improve model accuracy.
Key Responsibilities:
• Collaborate with AI, data science, and product teams to evaluate AI models used in underwriting, claims processing, risk assessment, and pricing
• Identify gaps, biases, and limitations in existing models and contribute domain insights for improvement
• Validate AI outputs against real-world insurance practices, regulatory requirements, and customer experience standards
• Define key metrics and success criteria to measure model performance and business relevance
• Support data labeling and annotation by providing insurance-specific context and expertise
• Assist in designing explainable AI frameworks to enhance model transparency and trustworthiness
• Stay current with insurance regulations, compliance standards, and emerging AI applications in the sector
Requirements:
• Bachelor’s or Master’s degree in Insurance, Risk Management, Actuarial Science, Business, or a related field
• Experience in working with Large Language Models (LLMs)
• 7+ years of experience in the insurance industry (underwriting, claims, risk modeling, quoting, binding, policy renewal & retention)
• Client consultation, needs Analysis or product management experience
• Experience across a variety of backgrounds, including at leading multiline carriers, global reinsurers, top brokerage/advisory firms and tech-driven insurtechs
• Strong understanding of insurance operations, policy structures, and regulatory frameworks
• Experience collaborating with cross functional teams
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