Key details
- Role type
- Contract
- Compensation
- $800/hr
- Work arrangement
- Remote
- Category
- finance
- Confirmed requirements
- 4
About this role
Role Overview
Apply commercial insurance expertise to develop realistic client-advisory and placement scenarios that help improve AI reasoning about commercial insurance purchasing and risk transfer. You will assess model-generated work against established industry standards and provide practical, written feedback for a research team.
Key Responsibilities
- Create scenarios covering exposure identification, coverage recommendations, submissions, marketing, placement, renewals, and client service.
- Develop broker-quality work products, including coverage comparisons, renewal strategies, proposal analyses, exposure summaries, and client recommendations.
- Write reference responses that reflect experienced commercial brokerage and risk-advisory practice.
- Evaluate AI-generated responses using structured rubrics for accuracy, completeness, client suitability, and practical usefulness.
- Identify missed material exposures, unsuitable coverage recommendations, confusion between carrier and broker responsibilities, and failures to account for client-specific constraints.
- Provide written feedback used to improve model behavior.
- Participate in onboarding office hours and calibration sessions.
Qualifications
- At least 2 years of professional experience in commercial insurance brokerage, risk advisory, placement, production, or account management.
- Direct experience serving commercial clients in at least one segment, including small business, middle market, large or national accounts, or specialty risks.
- Working knowledge of submissions, quotes, binders, policy comparisons, coverage gaps, renewals, and broker-carrier-client communications.
- Ability to distinguish a broker''s advisory obligations from a carrier''s underwriting and claims responsibilities.
- Excellent written communication skills, strong attention to detail, and the ability to explain insurance concepts and recommendations clearly and practically.
Preferred Qualifications
- CPCU, CIC, CRM, ARM, or a comparable insurance designation.
- Wholesale, E&S, Lloyd''s, or specialty-placement experience.
- Experience with captives, large deductibles, loss-sensitive programs, or multinational accounts.
- Experience serving multiple industries or account segments.
- An active or previously held producer license.
Work Terms
- Remote work available to applicants located in the United States, Canada, or the United Kingdom.
- Per-task engagement.
- Minimum commitment of 20 hours per week, with 40 or more hours preferred.
- The role starts immediately, and applications are reviewed on a rolling basis.
Compensation
- $800 per task.
What to prepare before applying
- 2+ years of professional experience in commercial insurance brokerage, risk advisory, placement, production, or account management.
- Direct experience working with commercial clients in at least one segment, such as small business, middle market, large/national accounts, or specialty risks.
- Understanding of submissions, quotes, binders, policy comparisons, coverage gaps, renewals, and broker-carrier-client communications.
- Ability to distinguish a broker's advisory obligations from a carrier's underwriting and claims responsibilities.
These are the confirmed hard requirements. The Apply button routes you to the partner platform where you complete the application.