E&S Insurance Underwriter — AI Trainer

Insurance / Technology • Independent Contractor • Remote (U.S.) • $90–$110/hr

JobHub by NeonLabs, in partnership with Mercor, is seeking U.S.-based experts with direct underwriting experience in the Excess & Specialty Insurance market to support leading AI labs in training frontier models.

This role focuses on leveraging your domain expertise to train and enhance the next generation of AI systems. You will apply your deep understanding of risk selection, pricing, coverage structuring, and portfolio management to complex data evaluation, helping researchers build specialized AI tools for the insurance industry.

What You'll Do

• Train and enhance frontier AI models using your hands-on expertise in Excess & Specialty Insurance underwriting
• Evaluate complex underwriting scenarios, risk selection methodologies, and pricing models for AI research teams
• Collaborate remotely with leading AI researchers to shape industry-specific AI systems
• Provide high-quality insights without utilizing confidential or proprietary information from any current or past employers

Ideal Qualifications

• Based in the United States (H1-B or STEM OPT candidates cannot be supported at this time)
• 3+ years of experience in Excess & Specialty Insurance underwriting; 5+ years strongly preferred
• Direct, hands-on experience underwriting SME/commercial risks
• Deep understanding of risk selection, pricing, coverage structuring, and portfolio management
• Experience in relevant lines: Excess Casualty, Professional/Management Liability, Cyber, Environmental, Excess Property, E&S General Liability, Construction, or Transportation
• Background with organizations such as Chubb, AIG, Markel, Arch, AXA XL, Liberty Mutual, Ryan Specialty, Amwins, CRC Group, or similar

What Makes This Role Unique

• Work directly alongside leading AI labs and enterprises on frontier model training
• Fully remote role completed entirely on your own schedule
• Opportunity to shape the next generation of AI systems in the insurance space
• Competitive compensation with weekly payouts via Stripe or Wise
• Initial pilot of 4 experts, with potential for follow-on work and larger engagement

This opportunity is managed by JobHub by NeonLabs in collaboration with Mercor. Mercor partners with leading AI labs and enterprises to train frontier models using human expertise. We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Qualified candidates move through a selection process for the initial 4-expert pilot. Projects can be extended, shortened, or concluded early depending on needs and performance.