P&C Insurance Professionals: Paid AI Training Project

Terac
United States
RemoteCareer-pivot friendly

Who this role is best for

Aimed at mid-to-senior level P&C insurance professionals who can break down complex workflows into structured data. The role emphasizes domain-specific expertise and remote flexibility for those with 20+ hours weekly availability.

Best fit for

  • P&C insurance professionals with deep domain knowledge in underwriting or claims management
    — “deep domain knowledge to ensure the AI learns accurate industry practices”
  • Individuals comfortable with documenting and analyzing complex insurance workflows
    — “Document complex underwriting, pricing, and claims workflows”

Things to consider

  • The role requires a consistent time commitment of 20+ hours per week for dataset creation and validation
    — “dedicate 20+ hours per week to creating and reviewing these specialized datasets”
  • Remote work is expected, with no mention of in-person collaboration or travel
    — “documenting your approach to underwriting, reserving, or reinsurance work in a remote format”

How to stand out

  • Emphasize your ability to structure real-world scenarios into AI training tasks
    — “Translate real-world insurance scenarios into structured training tasks”
  • Showcase your validation experience with AI outputs to demonstrate attention to detail
    — “Review and validate AI-generated outputs for accuracy”
Pace · SteadyCollaboration · LowAutonomy · MediumDecision Impact · Individual

Derived from job-description analysis by Serendipath's career intelligence engine.

What success looks like

  • Translate real-world insurance scenarios into structured training tasks
  • Document complex underwriting, pricing, and claims workflows
  • Review and validate AI-generated outputs for accuracy
Typical background
Professional experience in P&C insurance or reinsuranceHands-on background in underwriting, pricing, reserving, or claims

Skills & requirements

Required

P&C InsuranceUnderwritingPricingClaims ManagementAI Training

Preferred

Reinsurance

Stack & domain

UnderwritingPricingClaims ManagementAI Model TrainingLeadershipCommunicationTeamworkFinanceHealthcare

About the role

Original posting from Terac via Ashby

WHAT WE'RE RESEARCHING

We're hiring P&C insurance and reinsurance professionals to help train the next generation of artificial intelligence models. This paid project focuses on capturing the complex decision-making processes involved in underwriting, pricing, and claims management. Your expertise will directly shape how AI systems understand and process specialized insurance workflows.

HOW IT WORKS

You will turn real-world insurance scenarios into structured tasks used to train and test AI models. This involves documenting your approach to underwriting, reserving, or reinsurance work in a remote format. You will dedicate 20+ hours per week to creating and reviewing these specialized datasets. The work requires deep domain knowledge to ensure the AI learns accurate industry practices.

WHO THIS IS FOR

We welcome property and casualty insurance professionals, reinsurance specialists, underwriters, and claims adjusters. You should have hands-on experience managing complex insurance workflows and a strong understanding of industry standards. Candidates with backgrounds in pricing, reserving, or risk assessment are highly encouraged to apply.

WHAT YOU'LL DO

  • Translate real-world insurance scenarios into structured training tasks
  • Document complex underwriting, pricing, and claims workflows
  • Review and validate AI-generated outputs for accuracy
  • Commit 20+ hours per week to remote project work

WHO SHOULD APPLY

  • Professional experience in P&C insurance or reinsurance
  • Hands-on background in underwriting, pricing, reserving, or claims
  • Comfortable breaking down complex industry workflows into clear steps
  • Availability to dedicate 20+ hours per week to the project

COMPENSATION

$100 per hour

READY TO PARTICIPATE?

Start your paid interview now https://terac.com/interview/start/r/77a4843e-9979-43db-b4c5-fb5ae4fa00b7?utm_source=ashby_listing_description

ABOUT TERAC

Terac is building the world's largest pool of vetted human experts for AI. Researchers, AI labs, and product teams use Terac to recruit, screen, and pay study participants across industries, languages, and skill sets.

Learn more at terac.com https://terac.com or on YouTube at @jointerac https://www.youtube.com/@jointerac.

Source: Terac careers (Ashby)

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