Workers Comp, Lost Time Claims Subject Matter Expert (User Research) - AI SaaS
Quick Summary
About Us: EvolutionIQ’s mission is to deliver state of the art technology that helps insurance claims teams make claims handling more accurate, fair, and efficient, so that more people impacted by injury or illness can continue their lives with dignity and stability.
AI Output Validation: Critically assess the accuracy, relevance, completeness, and practical utility of the AI-generated summaries, recommendations, and data extractions against source medical documents (e.g., Provider Visit Notes, Attending…
Professional Experience: Ideally 1-5+ years of recent, hands-on experience as a Worker’s Compensation, Lost Time Claims Adjuster (Bodily Injury/Liability focus).
Responsibilities
~1 min read- →AI Output Validation: Critically assess the accuracy, relevance, completeness, and practical utility of the AI-generated summaries, recommendations, and data extractions against source medical documents (e.g., Provider Visit Notes, Attending Physician Statements, Medical Bills, etc.)
- →Product Evaluation: Actively use and evaluate pre-release versions of the product’s features, leveraging your knowledge of claims handling and decision-making processes that [examiners/ adjusters] have.
- →Data Labeling: Accurately and consistently label medical information within insurance claims data. This includes identifying key medical facts, diagnoses, treatments, and other relevant details.
- →Prompt Editing: Leveraging claims-handling expertise to edit LLM prompts (no technical experience required for this).
- →Workflow Insight: Provide detailed feedback on how the product integrates into existing daily claims management workflows, identifying pain points and opportunities for improvement.
- →User Experience (UX) Input: Offer constructive criticism on the product's user interface and overall user experience to ensure it is intuitive for claims professionals.
Requirements
~1 min read- Professional Experience: Ideally 1-5+ years of recent, hands-on experience as a Worker’s Compensation, Lost Time Claims Adjuster (Bodily Injury/Liability focus).
- Technical Aptitude Comfortable working with computers and learning new software applications. Familiarity with data labeling tools or natural language processing (NLP) is a plus but not required.
- Critical Thinking: Exceptional ability to review complex documentation (medical, legal, financial) and critically evaluate the key pieces of information buried within and relevance.
- Communication Skills: Excellent written and verbal communication skills, with the ability to articulate feedback clearly to a non-claims audience (product and engineering team).
- Attention to Detail: Meticulous attention to detail and a commitment to accuracy in evaluation and validation of output.
Requirements
~1 min read- Experience in training, mentoring, or process improvement roles within a claims environment.
- Specific experience using AI or automation tools in a professional setting.
Compensation & Perks: This opportunity is part of a paid user research project focused on Workers’ Compensation claims expertise. Compensation will vary based on participation level, experience, and scope of involvement. Hours may increase depending on business needs. This project offers a unique opportunity to collaborate with a rapidly scaling AI Insurtech SaaS company.
EvolutionIQ appreciates your interest in our company as a place of employment. EvolutionIQ is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
Location & Eligibility
Listing Details
- Posted
- May 8, 2026
- First seen
- May 8, 2026
- Last seen
- May 9, 2026
Posting Health
- Days active
- 0
- Repost count
- 0
- Trust Level
- 68%
- Scored at
- May 8, 2026
Signal breakdown

EvolutionIQ is an AI-powered claims guidance platform for the insurance industry, designed to improve claims processing, reduce costs, and help injured individuals recover faster.
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