Insurance Expert for AI Training Content (Remote)
Overview
This remote, hourly contractor role places you as an Insurance Expert dedicated to AI-driven training content. You review AI-generated insurance responses and craft expert material that clarifies policy interpretation, coverage analysis, and risk assessment. You’ll assess step-by-step reasoning for accuracy and regulatory awareness, delivering precise explanations and model solutions. Your work fuels training data for major AI systems and supports content across lines like P&C, auto, and homeowners.
What You'll Do6
- 1Develop AI training content by crafting prompts and gold-standard outputs across coverage analysis, claims scenarios, underwriting decisions, and policy communication.
- 2Evaluate AI responses and rank them by accuracy, clarity, and compliance-aware reasoning.
- 3Test AI outputs for inaccuracy, bias, and unreliable conclusions; validate reliability across diverse use cases.
- 4Draft clear explanations and model solutions that demonstrate correct methods and give precise written feedback.
- 5Incorporate regulatory awareness checks and ensure adherence to policy language.
- 6Collaborate with remote teams and document validation results in project tracking tools.
Requirements10
- 1Bachelor’s degree in business, finance, risk management, insurance, law, or related field, or equivalent professional experience.
- 25+ years of professional insurance experience including claims, underwriting, brokerage, actuarial support, risk management, compliance, or operations.
- 3Strong understanding of insurance fundamentals: policy structure (insuring agreement, definitions, conditions, exclusions), endorsements, limits/deductibles, and coverage triggers.
- 4Comfort with coverage and claims reasoning across lines such as P&C, commercial lines, auto, homeowners, liability, health, or life.
- 5Ability to evaluate decisions for internal consistency from facts to policy language to coverage position and documentation.
- 6Excellent attention to detail in identifying missing facts, misapplied definitions, or unsupported recommendations; minimum C1 English proficiency.
- 7Clear written communication with the ability to explain complex policy concepts in plain language.
- 8Reliable, self-directed, and able to deliver quality work in an hourly, remote contractor setup across time zones.
- 9Professional designations (cpcu, ains, arm, cic, au) are a plus.
- 10Prior experience with AI data training/annotation, claims qa, underwriting qa, policy drafting/review, or insurance editorial work is strongly preferred.
Who Should Apply
Ideal candidates are seasoned insurance professionals who combine hands-on claims, underwriting, or compliance experience with strong writing and QA for AI systems. They thrive in remote, hourly contractor settings and can translate technical policy language into training content. This role is less suitable for those without direct insurance practice or without demonstrated ability to produce clear, policy-focused explanations. Applicants lacking remote collaboration experience or with limited English proficiency will face alignment challenges. Strong preference for those with CPCU or similar designations and any prior AI-focused data work.
Salary Insight
Pay rate: $70/hr. This rate reflects the mid-senior level of expertise and the remote contractor nature of the work, with opportunities aligned to AI training and policy guidance tasks.
Location
Required Skills
Application Tip
Highlight a concise sample of a policy interpretation you drafted and a note on how you improved an AI-generated coverage decision, including any QA metrics achieved.
See NearSkill jobs more often in your search
How your application is processed
1Application received
Your resume and details are logged the moment you apply.
2ATS + eligibility screening
We check your profile against the role’s skills, seniority, and requirements.
3Employer sees qualified profiles only
Only candidates who clear screening move forward.
Similar open positions
Explore active roles that match your skills and interests.
SME Careers
VerifiedCompliance and Regulatory Expert for AI Training Content
Remote, hourly contract for a Compliance and Regulatory SME focused on AI training data. You will review AI-generated compliance outputs and craft expert content such as policies, control descriptions, monitoring plans, and risk assessments. Your assessments anchor regulatory interpretation in practical controls and clear documentation, evaluated against defensible criteria. Expect collaboration across time zones, using GRC tooling, privacy concepts and ISO-style controls to ground your work.
SME Careers
VerifiedMedical AI Content Expert for Remote Contract Work
This remote, hourly contractor role focuses on validating AI-generated medical responses and producing expert healthcare content. You’ll examine the reasoning steps, explain how evidence supports the conclusions, and deliver precise written feedback. You’ll flag unsafe assumptions, missing contraindications, or misinterpretations of tests to improve model reliability. Grounded in epidemiology and clinical medicine, your evaluations shape the accuracy and clarity of medical data used by leading AI initiatives.
SME Careers
VerifiedSocial Media Expert for AI Training Content Remote Contract
As a remote hourly contractor, you review AI training content and strategy outputs to judge reasoning quality and audience fit against the prompts. You craft platform-native content to demonstrate best practices and strong social-first writing across major networks. You provide precise written feedback on messaging, hooks, structure, CTAs, and brand safety, guiding model improvements with clear explanations. This role emphasizes maintaining the brand voice & tone and ensuring content adheres to platform rules while shaping future AI training.
SME Careers
VerifiedLegal Expert for AI Data Training, Remote Contract
Remote contract role focused on guiding AI data training by reviewing legal analyses and producing precise explanations. You will assess reasoning quality, identify gaps in legal methodology, and provide structured feedback that maps facts to valid elements and defenses. Citations, rules, and jurisdictional relevance are checked for accuracy, with clear notes for improvement. This assignment supports SME Careers' AI data services by delivering reliable, well-reasoned content to improve model performance.
SME Careers
VerifiedAccounting Specialist for AI Training Content (Remote)
As an Accounting SME, you will review AI-generated finance responses and craft expert content for training data used by leading AI labs. You’ll judge reasoning, step-by-step solutions, and ensure outputs align with GAAP/IFRS and internal controls. Deliverables include detailed prompts and gold-standard outputs like journal entries, explanations, close checklists, and scenario analyses. Your precise feedback guides model improvements and strengthens accuracy, clarity, and audit readiness across financial scenarios.
SME Careers
VerifiedFintech and Crypto SME Expert for AI Training
As a remote hourly contractor, you’ll serve as a fintech and crypto subject-matter expert for SME Careers, reviewing AI-generated fintech, payments, and crypto/Web3 content. You’ll assess reasoning quality and step-by-step problem solving, delivering precise, written feedback that guides model improvements. Ground your work in blockchain concepts and regulatory awareness, flagging incorrect financial product logic and custody or key management concerns. You’ll craft model-ready explanations and solutions that illustrate solid reasoning, supporting ai training initiatives across multiple time zones.