Managed Care Analyst (AI Training)

DataAnnotation; New Zealand; Remote; NZD 145,000 - 302,000; Full time

Job summary

DataAnnotation is hiring for a role in managed care where you’ll craft prompts, review AI-generated coverage decisions, and correct outputs grounded in real-world payer operations.

This remote-friendly, project-based work emphasizes clear written English and hands-on experience in managed care, utilization review, or payer operations. No degree is required, and compensation reflects expert contribution.

Qualifications

• Hands-on experience in managed care, utilization review, or payer operations.
• Familiarity with benefit design, prior authorization, and payer contracts.
• Clear written English; no degree required.

Responsibilities

• Write prompts that probe managed care scenarios: benefit determination, prior authorization, utilization review, and payer contracts.
• Review AI output for wrong coverage calls, misread contract terms, and rules that would not survive a real plan, and rate the reasoning.
• Write the correct answer when the model falls short, grounded in day-to-day managed care operations.

Skills

Managed care

Utilization review

Payer operations

Job description

Overview

Models explain managed care in tidy theory and miss the mechanics that decide coverage: a benefit rule that overrides the general one, a prior-auth requirement waived in the contract, a utilization review that should have flagged the case. Confident but unworkable coverage advice quietly costs patients and plans, and an operator like you is who catches it.

What you'll actually do

• Write prompts that probe managed care scenarios: benefit determination, prior authorization, utilization review, and payer contracts.
• Review AI output for wrong coverage calls, misread contract terms, and rules that would not survive a real plan, and rate the reasoning.
• Write the correct answer when the model falls short, grounded in day-to-day managed care operations.

Roles this fits

Common backgrounds: Managed Care Analyst, Utilization Review Analyst, Payer Operations Analyst.

What we look for

• Hands‑on experience in managed care, utilization review, or payer operations.
• Familiarity with benefit design, prior authorization, and payer contracts.
• Clear written English: your explanations are the training signal.
• No degree required. We care about what you can do, not where you learned it.

Compensation

Up to $125+/hr depending on task difficulty and specialization. Many contributors add $100k-200k a year; some make it their full‑time income.

About DataAnnotation

DataAnnotation is where 1M+ experts train the world’s leading AI models. Hundreds of millions paid to contributors to date, and the average contributor stays 5+ years. Flexible, remote, and always project‑available.