Bilingual Insurance Renewal & Retention AI Expert -- 2
Budget: $50 – $0 USD
Subject Matter Expert – Insurance Policy Renewal & Retention (AI Evaluation Project)
Bilingual: German / English
Engagement Type
Independent Contractor (1099)
Fully Remote (United States-based candidates only)
Estimated Duration: 1–3 months
This is a contract role and does not create an employer–employee relationship. Contractors are responsible for their own taxes.
Role Overview
We are seeking an experienced Insurance Subject Matter Expert (SME) to support an AI training and model development initiative focused on insurance policy renewal and retention workflows.
In this role, you will evaluate AI-generated outputs, provide domain expertise, and help improve model accuracy across insurance-related use cases.
Key Responsibilities
Collaborate with AI, data science, and product teams to evaluate AI models used in underwriting, claims processing, risk assessment, pricing, policy renewal, and retention
Identify gaps, biases, and limitations in AI-generated outputs and provide domain-driven recommendations for improvement
Validate AI outputs against real-world insurance operations, regulatory requirements, and customer experience standards
Define key performance metrics and success criteria for model evaluation
Support data labeling and annotation by providing insurance-specific expertise and context
Contribute to the design of explainable AI frameworks to improve transparency and trustworthiness
Stay updated on insurance regulations, compliance standards, and emerging AI applications in the insurance sector
Required Qualifications
Bachelor’s or Master’s degree in Insurance, Risk Management, Actuarial Science, Business, or a related field
7+ years of experience in the insurance industry, including areas such as:
Underwriting
Claims processing
Risk modeling
Pricing / quoting / binding
Policy renewal and retention
Experience working with Large Language Models (LLMs) or AI-driven systems preferred
Experience in client consultation, needs analysis, or product management
Background in insurance organizations such as carriers, reinsurers, brokerage/advisory firms, or insurtech companies
Strong understanding of insurance operations, policy structures, and regulatory frameworks
Experience working in cross-functional teams (AI, product, engineering, analytics)
Bilingual proficiency in German and English (required)
Additional Information
Strong analytical thinking and attention to detail required
Ability to translate domain knowledge into structured AI evaluation feedback
Must be able to work independently in a fast-paced, remote environment
Bilingual: German / English
Engagement Type
Independent Contractor (1099)
Fully Remote (United States-based candidates only)
Estimated Duration: 1–3 months
This is a contract role and does not create an employer–employee relationship. Contractors are responsible for their own taxes.
Role Overview
We are seeking an experienced Insurance Subject Matter Expert (SME) to support an AI training and model development initiative focused on insurance policy renewal and retention workflows.
In this role, you will evaluate AI-generated outputs, provide domain expertise, and help improve model accuracy across insurance-related use cases.
Key Responsibilities
Collaborate with AI, data science, and product teams to evaluate AI models used in underwriting, claims processing, risk assessment, pricing, policy renewal, and retention
Identify gaps, biases, and limitations in AI-generated outputs and provide domain-driven recommendations for improvement
Validate AI outputs against real-world insurance operations, regulatory requirements, and customer experience standards
Define key performance metrics and success criteria for model evaluation
Support data labeling and annotation by providing insurance-specific expertise and context
Contribute to the design of explainable AI frameworks to improve transparency and trustworthiness
Stay updated on insurance regulations, compliance standards, and emerging AI applications in the insurance sector
Required Qualifications
Bachelor’s or Master’s degree in Insurance, Risk Management, Actuarial Science, Business, or a related field
7+ years of experience in the insurance industry, including areas such as:
Underwriting
Claims processing
Risk modeling
Pricing / quoting / binding
Policy renewal and retention
Experience working with Large Language Models (LLMs) or AI-driven systems preferred
Experience in client consultation, needs analysis, or product management
Background in insurance organizations such as carriers, reinsurers, brokerage/advisory firms, or insurtech companies
Strong understanding of insurance operations, policy structures, and regulatory frameworks
Experience working in cross-functional teams (AI, product, engineering, analytics)
Bilingual proficiency in German and English (required)
Additional Information
Strong analytical thinking and attention to detail required
Ability to translate domain knowledge into structured AI evaluation feedback
Must be able to work independently in a fast-paced, remote environment
Related categories:
Legal
Logo Design
Accounting
Insurance
Employment Law
Risk Assessment
AI Consulting
AI Model Development