Prompt/LLM Engineer
Core
Design and ship prompt-driven and retrieval-grounded language model features to make complex revenue cycle data easy to use for surgical organizations.
Role type
Prompt/LLM Engineer
Builds
Prompt-driven and retrieval-grounded language model features for revenue cycle management
Domain
Healthcare / Revenue Cycle Management / Generative AI
Deliverable
production ML models
Required skills
Prompt design, Python, retrieval fundamentals, embeddings, vector search, spec writing, failure mode analysis, regulatory compliance
Preferred skills
Healthcare RCM concepts, EDI basics, chat interface building, human-in-the-loop review, red teaming
Technologies
Python, LLMs, vector search
Responsibilities
Write and refine prompts and orchestration logic for consistent results, build grounded flows with citations, create test sets for accuracy and safety, add guardrails to reduce hallucinations, integrate LLM outputs into review steps, track usage and cost, document patterns for peer adoption, prepare data for ML training, test and deploy improvements, report on AI outcomes
Seniority
Mid-level, hands-on IC
