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Joyful HealthJoyful HealthNew York, NY

RCM Workflow Specialist

Reviews and labels AI agent decisions on healthcare claims, performs expert-level RCM workflows including denials and A/R, and collaborates with engineering to improve product features. Requires 5+ years hands-on billing experience and AI tool usage.

Salary not listed
On-site5+ YOEOther

About the role

Responsibilities

Execute High-Quality Claims Workflows

  • Work claims across denial, A/R, and follow-up workflows with a focus on accuracy and decision quality — not volume
  • Perform investigation, correction, and resolution of claims
  • Interact with payer systems, portals, and call centers as needed
  • Get creative when standard paths don’t work — you find a way to get the claim resolved

Review and Label Agent Decisions

  • Review a statistical sample of AI agent–closed encounters each week and assess whether the agent’s action was correct, with a written rationale
  • Provide natural language corrections through the product interface
  • Flag patterns in where the agent consistently struggles or makes avoidable errors
  • Make confident calls on ambiguous scenarios

Structure Data Through Labeling

  • Translate claim activity into standardized, structured workflow outputs
  • Accurately label denial categories and CARC/RARC codes, root cause reasoning, recovery actions taken, outcomes (paid, denied, written off, appealed, etc.)
  • Ensure every claim worked and every agent review produces clean, structured data

Partner Directly with Product & Engineering

  • Work alongside engineers in a fast-moving, collaborative environment
  • Tell us when something is wrong — if a proposed workflow doesn’t reflect how billing actually works, say so clearly and explain why
  • Help validate whether features and agent behaviors reflect real-world RCM operations before they are released
  • Act as the voice of the RCM practitioner in product development
  • Leverage AI tools actively in your work

Identify Patterns & Surface Insights

  • Recognize trends across claims, payers, and denial types
  • Flag inconsistencies, contradictions, or unclear outcomes
  • Surface edge cases and breakdowns in workflows
  • Contribute to improving categorization logic, definitions, and SOP quality

Skills

Medical BillingA/R ManagementDenials ResolutionPayer PortalsCarc/Rarc CodesAI ToolsClaims WorkflowsEligibility Systems

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