Insurance Operations Manager - Expert

Mercor; Toronto; On-site; CAD 114,616,000 - 229,233,000; Full time

Job summary

Mercor is partnering with a leading AI lab to train frontier models on high-quality insurance reasoning data. We're hiring Policy Administration and Insurance Operations Managers to design realistic policy-processing scenarios and evaluate model outputs against established standards.

Role involves designing workflows for intake, binding, issuance, endorsements, billing, and renewals, plus writing guidance and quality checks to support AI research and onboarding sessions.

Qualifications

• 2+ years of professional experience in policy administration, underwriting operations, insurance servicing, premium operations, or policy-processing management.
• Understanding of the policy lifecycle from intake to record retention.
• Hands-on experience with policy administration systems and workflow controls.
• Ability to translate policy and procedural requirements into precise operational steps.

Responsibilities

• Design realistic policy-processing scenarios (application intake to policy-document delivery).
• Create work products like processing instructions and service communications.
• Write reference responses at experienced insurance-operations quality level.
• Grade AI-generated outputs against rubrics for accuracy and completeness.
• Provide feedback to the research team to improve model behavior.

Skills

Policy administration

Underwriting operations

Insurance servicing

Premium operations

Policy-processing management

Tools

Policy admin systems

Workflow queues

Transaction controls

Quality assurance processes

Job description

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.

About the Role

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

What You'll Do

• 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

You're a Good Fit If You

• 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

Bonus Qualifications

• 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

Role Highlights

• Minimum 20 hours per week (ideally 40+)

• Role starts immediately, applications reviewed on a rolling basis