Commercial Insurance Broker & Risk Advisor | $800 One-Time Remote
Overview
Mercor has teamed up with a top AI research lab to improve how frontier models handle commercial insurance reasoning. This remote, task-based role pays a flat $800 fee. You'll build realistic client scenarios and grade AI-generated advice against professional standards. The work shapes how future AI systems evaluate insurance purchasing and risk transfer. You can contribute 20 to 40+ hours per week from the US, Canada, or the UK.
What You'll Do7
- 1Create realistic client-advisory and placement scenarios across exposure identification, coverage recommendations, submissions, marketing, placement, renewals, and client servicing.
- 2Produce work products like coverage comparisons, renewal strategies, proposal analyses, exposure summaries, and client recommendations.
- 3Write golden reference responses at experienced broker or risk-advisor quality.
- 4Score AI-generated responses using structured rubrics for accuracy, completeness, client suitability, and practical usefulness.
- 5Flag model outputs that miss material exposures, suggest unsuitable coverage, confuse broker and carrier duties, or mishandle account-specific constraints.
- 6Give written feedback to the research team to refine model behavior.
- 7Attend onboarding office hours and calibration sessions.
Requirements6
- 12+ years of professional experience in commercial insurance brokerage, risk advisory, placement, production, or account management.
- 2Direct client work in at least one commercial segment: small business, middle market, large/national accounts, or specialty risks.
- 3Working knowledge of submissions, quotes, binders, policy comparisons, coverage gaps, renewals, and broker-carrier-client communications.
- 4Ability to separate a broker's advisory responsibilities from an insurer's underwriting and claims duties.
- 5Strong written communication with close attention to detail.
- 6Comfort explaining insurance terms and recommendations in plain language.
Who Should Apply
The right candidate has 2+ years of direct commercial brokerage or risk advisory experience and can explain coverage trade-offs in plain language. This role is less suitable for personal-lines agents, adjusters, or anyone without hands-on client-facing placement work. Common rejection reasons include vague examples that don't show real submissions or renewals, and writing samples that are too brief or unclear. You also need comfort evaluating model output, not just producing it.
Salary Insight
The total pay is $800, paid once. This is a fixed fee for the project, not an hourly rate, and the role asks for at least 20 hours per week during the engagement. It suits someone who wants to put in intensive hours for a short deliverable rather than ongoing employment.
Location
Required Skills
Application Tip
Be specific in your application: describe one complex commercial placement or renewal you handled, including the coverage decisions and client constraints. This shows you can produce the kind of golden responses this role requires and helps you stand out from candidates who only list job titles.
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.
Mercor
VerifiedMultiline P&C Underwriter
Mercor is staffing a task-based remote project for a leading AI lab, and the work centers on P&C underwriting. You will design realistic risk-selection scenarios, write gold-standard underwriting assessments, and grade AI-generated responses against structured rubrics. The role runs for a defined scope, requires at least 20 hours per week (ideally 40+), and pays a flat $800 one-time fee. Applications close on a rolling basis and the project starts immediately. Your output feeds directly into insurance reasoning training for frontier models.
Mercor
VerifiedP&C Actuary & Portfolio Risk Manager
Mercor is helping an AI lab train frontier models on insurance reasoning by bringing in working P&C professionals. You will design pricing, reserving, and portfolio-management scenarios, then grade AI outputs against actuarial standards. The work covers products like rate indications, reserve reviews, portfolio diagnostics, and sensitivity analyses. Your written feedback goes to the research team, so clear communication matters as much as technical accuracy. This remote role is open to candidates in the United States, Canada, and the United Kingdom.
Mercor
VerifiedReinsurance & Program Business Specialist
Mercor is working with an AI lab to improve how frontier models reason about insurance risk transfer. This role centers on reinsurance and program business data. You will design realistic treaty and delegated-authority scenarios, then grade AI responses against market standards. The scope includes excess-of-loss layers, facultative placements, MGAs, fronting, captives, and Lloyd's arrangements. Professionals from reinsurers, cedents, brokers, MGUs, and program administrators will find the work familiar.
Mercor
VerifiedComplex Claims & Coverage Director
Mercor is coordinating a remote, task-based engagement for an AI lab training frontier models on insurance reasoning. The work requires senior claims practitioners to design realistic disputed-coverage scenarios, write golden reference responses at a senior technical standard, and grade model outputs against structured rubrics. Participants will handle coverage-position analyses, litigation-management plans, reserve rationales, and escalation recommendations. The role demands 20 or more hours per week and begins immediately.
Micro1
VerifiedInsurance Underwriter – Excess & Specialty
This role is a unique opportunity for an experienced excess and specialty underwriter to apply your domain expertise in a new way: helping train AI systems. You'll evaluate complex commercial risk scenarios and provide detailed feedback on coverage, policy language, and compliance, directly shaping how AI models learn to reason about insurance. No prior AI experience is required — your underwriting knowledge is the key qualification.
Mercor
VerifiedLife & Annuity Specialist
An AI lab is training frontier models to reason through life and annuity products, and Mercor is assembling a pool of experienced practitioners to produce that training data. You will draft realistic scenarios such as needs analysis, product selection, underwriting, replacements, and 1035 exchanges, then rewrite and score AI-generated answers against industry-standard rubrics. Carriers, broker-dealers, BGAs, IMOs, and independent practices all have relevant experience. The role is remote for US, Canada, or UK, pays a flat $800 fee, and requires at least 20 hours per week.