AI Product Builder | Healthcare AI Platform

AI Product Builder | Healthcare AI PlatformGenzeon Corporation — Healthcare DivisionExton, PA / Remote | 0–3 years | Full-timeThe short version: We use AI to process Medicare prior authorization documents — vision models, OCR, classification, RAG, clinical reasoning. 150K documents/year. You’ll own the product experience layer of that pipeline. You’ll design what happens when AI is confident,when it’s uncertain, and when it’s wrong.What you’ll do:Own the product experience across a multi-model AI pipeline (classification →extraction → clinical QA → decision)Design confidence thresholds, human review workflows, and escalation logic Work directly with ML engineers on model selection, prompt design, and architecture decisionsBuild feedback loops between clinical reviewers and AI performanceTranslate CMS/Medicare regulatory requirements into AI system behaviorsWhat you need:At least one AI project you’ve built that other people used (we’ll ask what broke)Understanding that LLMs are probabilistic and what that means for product designHands-on experience with one or more of: RAG, document AI, vision-language models,multi-agent systemsAbility to read code, navigate a repo, and have a technical conversation with engineersSystems thinking — you care about what happens in the pipeline, not just the UIStrong signals:GitHub with AI projects — agents, RAG pipelines, fine-tuned modelsOpen-source contributions (LangChain, LlamaIndex, Hugging Face, llama.cpp)AI hackathon participationFamiliarity with healthcare data (FHIR, X12, HL7)Experience with on-prem GPU deployment, not just API calls