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Insurance Expert

SME Careers • Remote

Education

Bachelor's

Type

Hourly

Pay Rate

$70/hr

Listed

53d ago

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About this role

From the SME Careers listing

In this hourly, remote contractor role, you will work as an Insurance Subject Matter Expert (SME) to review AI-generated insurance responses and/or create expert insurance content, evaluating reasoning quality and step-by-step decision-making while providing precise written feedback. You will assess solutions for accuracy, clarity, regulatory/compliance awareness, and adherence to the prompt; identify errors in policy interpretation, coverage analysis, claims handling logic, underwriting reasoning, risk assessment, exclusions/endorsements, and terminology; fact-check technical insurance information; write high-quality explanations and model solutions that demonstrate correct methods; and rate and compare multiple responses based on correctness and reasoning quality. This role is with SME Careers, a fast-growing AI Data Services company and subsidiary of SuperAnnotate, delivering training data for many of the world’s largest AI companies and foundation-model labs.

Important: There is no immediate project for this role; however, if qualified, you will be among the first experts we reach out to when relevant opportunities arise. This will also provide you with access to future projects available through our expert network.

Key responsibilities

  • Develop AI Training Content: Create detailed prompts and gold-standard outputs across coverage analysis, claims scenarios, underwriting decisions, and policy communication.
  • Optimize AI Performance: Evaluate and rank AI responses to improve correctness, completeness, clarity, and compliance-aware reasoning.
  • Ensure Model Integrity: Test AI outputs for inaccuracies, misleading guidance, inappropriate certainty, and bias; validate reliability across use cases.

Your profile

  • Bachelor’s degree (or higher) in Business, Finance, Risk Management, Insurance, Law, or a related field (or equivalent professional experience).
  • 5+ years of professional experience in insurance (claims, underwriting, brokerage, actuarial support, risk management, compliance, or operations).
  • Strong understanding of insurance fundamentals: policy structure (insuring agreement, definitions, conditions, exclusions), endorsements, limits/deductibles, and coverage triggers.
  • Comfortable with coverage and claims reasoning across one or more lines (e.g., P&C, commercial lines, auto, homeowners, liability, health, life).
  • Ability to evaluate decisions for internal consistency (facts → policy language → coverage position → documentation), including edge cases and ambiguity.
  • Strong attention to detail when identifying missing facts, incorrect assumptions, misapplied definitions, or unsafe/unsupported recommendations; minimum C1 English proficiency.
  • Clear written communication skills, including the ability to explain complex policy concepts in plain language.
  • Reliable, self-directed, and able to deliver consistent quality in an hourly, remote contractor workflow across time zones.
  • Professional designations (e.g., CPCU, AINS, ARM, CIC, AU) are a plus.
  • Prior experience with AI data training/annotation, claims QA, underwriting QA, policy drafting/review, or insurance editorial work is strongly preferred.

🌍 Geographic Availability This role is available to qualified experts globally. However, as a U.S.-based company, SME Careers complies with U.S. export control and sanctions regulations. Eligibility depends on your country of residence and any applicable trade restrictions. Some projects may have additional language or region-specific requirements.

💰 Pay Rate May Vary Based on Your Location Your actual compensation will be determined based on your location and local market conditions. See regional job listings for localized pay information, or the application process will clarify your specific rate.

If you're unsure whether you're eligible, proceed with the application—SME's screening will determine your jurisdiction status and applicable compensation.

How long hiring takes

Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.

Within 2 weeks
~25%
Within 6 weeks
~60%
Within 3 months
~80%

Why this role

This Insurance Expert role pays $70 per hour to review AI-generated insurance content for policy interpretation, coverage analysis, claims handling logic, and underwriting reasoning. Exclusions and endorsements are called out specifically, the kind of fine-print detail that separates a real insurance background from general finance knowledge. Regulatory and compliance awareness is also required, since coverage answers have to hold up against actual insurance law, not plain-language logic.

Talent pool

We're light on Business candidates

We've matched 55 people with a Business background against 1011 Business listings we've tracked, so most go out without one. Set up a profile and we'll consider you for a role like this one.

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Skills and categories

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Common questions

Does SME Careers offer a path for advancement?

Yes. SME Careers is unusual among AI training platforms for this: it publishes an explicit career ladder, Data Trainer, then Quality Analyst, then QA Lead, then Project Manager. Consistent, high-quality work is what moves you up it.

How does SME Careers pay freelancers?

Weekly, through Deel. Deel also handles tax compliance, which is how SME Careers pays contractors across more than 40 countries without running its own international payroll.

What does asynchronous AI training work mean in practice?

No set hours, no check-ins, no meetings. You log in when you want, pick up an available task, complete it, and submit; nobody is waiting on you in real time. That's different from remote employment, where you're expected online during business hours. The tradeoff: you're competing with others for available tasks, so an empty queue means there's simply nothing to do until more work is released.

Do task-based AI training roles require an interview?

Most skip a live interview entirely and gate access through an automated assessment or qualification task instead. Where we've confirmed the specific requirement for this listing, it's called out above in What We Know About This Role.

What does Business work look like for an Insurance Expert?

Tasks here are scoped to Business, not generic labeling. As an Insurance Expert, expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Business) rather than following a one-size-fits-all rubric. If you don't have hands-on Business background, this is likely not the right listing to start with.

What specific skills does this listing call for?

Policy Interpretation, Exclusions & Endorsements, Loss Prevention, and Compliance & Regulation are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.

How much does this specific role pay?

This listing is posted at $70/hr, a per-task rate. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.

What happens when I click Apply on this listing?

You'll be taken to SME Careers's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.

Who is behind SME Careers?

SME Careers is the expert talent division of SuperAnnotate, an AI data infrastructure platform, connecting domain experts with high-level AI training projects.