Incredible Health connects 1,500+ US healthcare employers and 1.5M professionals through AI-native products built to hire, prepare, and retain. Backed by a16z.
About the role
Nurses take care of everyone else — our mission is to take care of them — helping healthcare professionals live better lives and find and do their best work. Over one million nurses and 1,500+ hospitals rely on Incredible Health's AI-powered career marketplace, and the intelligence behind it: the matching and search models that decide what every nurse sees, and AI products like Lyn, our AI interview agent.
What they're looking for
- Lead LLM-powered products end to end using the foundation models best suited to the job: prototype a capability, validate it with evals, deploy, monitor, and iterate
- Take end-to-end ownership of matching, search, and ranking — model design, offline validation, shadow-scoring, and A/B experiments — across embeddings and ElasticSearch
- Ship production code across the stack — Python ML services, Rails and React web app — and diagnose whatever breaks: hallucinations, retrieval misses, ranking regressions
- Turn ambiguous questions into production-minded data analysis that changes what we build, and raise the bar through rigorous code review with our ML, AI, and product engineers
More about this role
Nurses take care of everyone else — our mission is to take care of them — helping healthcare professionals live better lives and find and do their best work. Over one million nurses and 1,500+ hospitals rely on Incredible Health's AI-powered career marketplace, and the intelligence behind it: the matching and search models that decide what every nurse sees, and AI products like Lyn, our AI interview agent.
This is a hands-on role for an engineer with range: notebook in the morning, eval suite by afternoon, production by Friday — full stack, all the way to the user. You think in systems, tradeoffs, and outcomes, not just models — and you'd rather ship a good feature that helps 10,000 nurses today than a perfect model that stays in a notebook.
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- Lead LLM-powered products end to end using the foundation models best suited to the job:...
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