Senior AI Engineer

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Incredible Health

51 - 200 employees

🏥 Healthcare

💼 Consulting

⚕️ Healthcare Insurance

Healthcare • Consulting • Healthcare Insurance

Incredible Health is a leading AI-powered healthcare career marketplace that empowers nurses and healthcare professionals to find the best job opportunities. It is trusted by over 1 million nurses and 1,500 hospitals across the United States. The platform accelerates the recruitment process, significantly reducing hiring times and costs for hospitals while helping nurses find their ideal roles quickly and efficiently. Incredible Health provides a seamless experience by offering tools and support like interview tips, resume building, and personalized job matching. Their innovative approach has transformed the hiring process in the healthcare industry, making it easier for hospitals to connect with qualified nurses and for nurses to advance their careers.

📋 Description

• Lead LLM-powered products end to end, from prototyping and evaluation through deployment, monitoring, and iteration • Own matching, search, and ranking systems, including model design, offline validation, shadow scoring, and A/B experiments • Work across embeddings and ElasticSearch • Ship production code across Python ML services, Rails, and React • Diagnose hallucinations, retrieval misses, and ranking regressions • Turn ambiguous questions into production-minded data analysis that informs product development • Conduct rigorous code reviews with ML, AI, and product engineers • Independently deliver AI initiatives from scoping through experiment-validated launch • Operate production ML services and contribute to future AI roadmap planning

🎯 Requirements

• 6+ years of software engineering experience • 2+ recent years taking ML- and LLM-powered features from concept through deployment and long-term production maintenance • Strong Python software engineering skills • Ability to independently run, validate, and interpret ranking-model retraining, embedding pipelines, or evaluation harnesses • Experience evaluating non-deterministic systems using golden datasets, LLM-as-judge, and regression tests that gate launches • Core machine learning foundations: classification, ranking, and model evaluation • Production LLM experience, including prompt engineering, tool calling, structured outputs, agent workflows, and voice workflows • SQL-driven product analysis • Notebook fluency to configure an environment and train or run a model independently • Experience with marketplaces or recommendation systems, voice agents in production, embedding retrieval at scale, Claude Code, or full-stack development are differentiators • Proficiency with Python, FastAPI, Celery, Rails, React, ElasticSearch, embeddings, Snowflake, dbt, Hex, Anthropic Claude, and ElevenLabs is relevant to the role • Must be located in an eligible U.S. state or the District of Columbia

🏖️ Benefits

• Competitive, market-based salary aligned with skills and experience • Medical, dental, and vision coverage with shared premiums • Company-sponsored 401(k) • Commission and/or equity may be offered based on the position • Unlimited vacation • Generous family leave policy • Team events and trivia • Equal opportunity and reasonable accommodations for qualified individuals with disabilities

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