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Policy Administration & Insurance Operations Manager

Mercor is partnering with a leading AI lab to train frontier models on high-quality insurance reasoning data.

Remote$80 per hour
Hiring companyMercor
Application process4.0 / 5Based on 1 review
Work experience2.0 / 5Based on 1 review

About the role

Compensation: all experts are paid a flat $800 upon successful completion of the onboarding process, which we estimate takes approximately 10 hours. After successfully completing onboarding, you will be converted to $80/hour.

We're hiring Policy Administration and Insurance Operations Managers to design realistic policy-processing and servicing scenarios, evaluate model outputs against established operational standards, and help shape how the next generation of AI reasons about the insurance policy lifecycle.

We welcome carrier, MGA, TPA, and insurance-services professionals who have managed or performed policy issuance, endorsements, billing, renewals, cancellations, document production, quality control, or related servicing workflows.

  • Minimum 20 hours per week (ideally 40+).
  • Role starts immediately, applications reviewed on a rolling basis.

Contract and Payment Terms

  • You will be engaged as an independent contractor.
  • This is a fully remote role that can be completed on your own schedule.
  • Projects can be extended, shortened, or concluded early depending on needs and performance.
  • Your work at Mercor will not involve access to confidential or proprietary information from any employer, client, or institution.
  • Payments are weekly on Stripe or Wise based on services rendered.
  • Please note: We are unable to support H1-B or STEM OPT candidates at this time.

Responsibilities

  • Design realistic scenarios involving application intake, binding, issuance, endorsements, certificates, billing, audits, renewals, cancellations, reinstatements, and policy-document delivery.
  • Create work products such as processing instructions, transaction reviews, exception-handling plans, service communications, and operational quality checks.
  • Write "golden" reference responses at experienced insurance-operations quality.
  • Grade AI-generated responses against structured rubrics for procedural accuracy, completeness, sequencing, and adherence to service standards.
  • Identify incorrect effective dates, missing documentation, improper transaction handling, and confusion between operational processing and substantive underwriting decisions.
  • Provide written feedback the research team uses to improve model behavior.
  • Participate in onboarding office hours and calibration sessions.

Required skills

  • Have 2+ years of professional experience in policy administration, underwriting operations, insurance servicing, premium operations, or policy-processing management.
  • Understand the chronological policy lifecycle from intake and binding through issuance, servicing, renewal, termination, and record retention.
  • Have hands-on experience with policy administration systems, workflow queues, transaction controls, or quality-assurance processes.
  • Can translate policy and procedural requirements into precise operational steps.
  • Demonstrate excellent written communication, process discipline, and high attention to detail.
  • Can distinguish administrative execution from underwriting, claims, legal, and actuarial decisions.

Preferred skills

  • Experience across multiple P&C lines or insurance platforms.
  • Billing, premium audit, producer licensing, or forms-management experience.
  • Experience implementing or testing a policy administration system.
  • Lean, Six Sigma, project-management, or operations credential.
  • Experience leading service teams or establishing operational controls.

Schedule details

At least 20 hours per week.

Eligibility

Work arrangement: Fully remote

Compensation details

$80 per hour.

More about the hiring companyMercor
Posting details

Employer posted

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