Insurance Expert

What you'll do

You write the hard questions. The ad asks for insurance questions and case studies that test AI models on underwriting analysis, claims adjudication, policy interpretation, risk assessment, regulatory compliance and actuarial principles. You then evaluate model answers and give detailed feedback on whether they are accurate and consistent with industry standards.

You also work with a team of insurance and technical experts to tune how difficult each question is, so the content is both challenging and educational. In practice it is closer to writing exam cases than to labelling data.

Who fits

• A bachelor's degree in risk management, finance, business or a related field, or equivalent professional experience
• Proven work in insurance operations, underwriting, claims management or risk assessment, with a solid grasp of different insurance products
• Strong analytical and written communication and attention to detail
• Preferred: several years across different lines (property and casualty, life and health, commercial), insurance publishing, regulatory or insurtech work, designations such as CPCU, CLU, ChFC, ARM or AINS, and familiarity with AI-driven insurance tools

The application form asks for an Insurance Producer Licence (life, health, P&C) but marks it optional.

What it pays

The board shows $80/hour and the ad text gives no range, so we list a single figure. The ad does not publish its payment terms, hours or minimum commitment; it says only that the role is remote, asynchronous and on your own schedule. See the AfterQuery page for how payouts work.

Worth knowing

Good:

• Licence optional and equivalent experience accepted, so it is open to people without a formal degree
• Covers several insurance disciplines, not one narrow line
• Flexible, remote and self-scheduled

Less good:

• No stated weekly hours or project length, so income is hard to predict
• Question writing needs to be difficult but still correct, which takes time per item
• The ad does not describe the hiring process; AfterQuery's help centre describes an unpaid, one-attempt assessment and ID verification

About this listing

Read from the AfterQuery Experts board on 18 October 2026; it was first posted on 4 February 2026. The responsibilities and qualifications are the board's own text. See AfterQuery.