Self-Pay Collections Leader - AI Trainer
Core
Lead patient collections and self-pay operations while annotating AI outputs to train financial communication models.
Role type
Senior IC patient financial services leader (AI trainer)
Builds
AI training datasets for patient financial communications
Domain
Healthcare revenue cycle + AI model training
Deliverable
production ML models
Required skills
patient collections, self-pay revenue cycle, FDCPA compliance, early-out/bad debt management, vendor oversight, propensity-to-pay tools, EHR systems, patient billing platforms, AI output evaluation, structured feedback for AI training
Preferred skills
CRCR/CHAM certification, digital patient payment platforms, text/email outreach, hospital/health system background, AI tools implementation, propensity-to-pay analytics
Technologies
EHR systems, patient billing platforms, propensity-to-pay tools, AI communication platforms
Responsibilities
Lead patient collections and self-pay operations including early-out and bad debt management; Review AI-generated patient financial communications for accuracy and compliance; Create and implement self-pay collection strategies across revenue cycle stages; Manage patient payment plan enrollment and compliance; Coordinate with financial counseling and billing teams; Track self-pay metrics and ensure regulatory compliance; Annotate AI outputs and provide structured feedback for training datasets
Seniority
Senior, hands-on IC