About the role
Healthcare Operations AI Trainer
Remote | Contract / Project-Based | $40–$125 per hourAbout the Opportunity Paro is seeking experienced healthcare operations professionals for remote, project-based AI training opportunities. This work allows professionals with expertise in medical coding, revenue cycle, health information management, clinical documentation, utilization review, claims, and related areas to help evaluate and improve how advanced AI models perform real-world healthcare operations work. This is not a traditional healthcare operations position. You’ll use your professional experience to evaluate AI-generated work, identify errors or gaps, and determine whether outputs meet the standards expected of an experienced healthcare operations professional. What You’ll Do Develop realistic healthcare operations tasks based on real-world professional workflows. Create supporting materials such as de-identified or constructed encounter documentation, claim forms, remittance advice, payer policies, and correspondence. Evaluate AI-generated coding, claims, appeals, documentation queries, prior authorization determinations, and audits. Review work for accuracy, appropriate coding, correct sequencing, guideline compliance, payer requirements, and supporting documentation. Compare AI-generated responses and clearly explain where each succeeds or falls short. Identify errors such as unsupported codes, incorrect sequencing, missed or inaccurate guideline references, ignored payer policies, or incorrect interpretations. Develop clear evaluation criteria defining what an accurate professional deliverable should contain. Contribute across areas such as medical coding, CDI, revenue cycle, utilization review, claims, and payer operations. What We’re Looking For 2+ years of hands-on healthcare operations experience preferred.
Experience in one or more of the followingMedical coding and billing
Revenue cycle managementHealth information management (HIM)
Clinical documentation integrity (CDI)Denials and appeals
Prior authorizationUtilization review
Case managementClaims examination
Provider credentialing or network operationsPractice management Strong working knowledge of the code sets, guidelines, and/or payer rules relevant to your area of expertise. Depending on your specialty, experience may include ICD-10-CM/PCS, CPT, HCPCS, DRG or APC logic, payer policies, or NCCI edits. Ability to review documentation and determine whether coding, claims, or operational decisions are appropriately supported.