Machine Learning Engineer
Core
Build, maintain, and monitor ML-powered features for a digital healthcare platform connecting patients and providers.
Role type
Machine Learning Engineer (Healthcare AI)
Builds
AI/ML-powered features for a Patient Journey Engine and healthcare workflows
Domain
Healthcare / Generative AI / RAG / Agentic Workflows
Deliverable
production ML models | product features
Required skills
Machine learning foundations, Generative AI, System design, Cloud deployment, Python, Data engineering collaboration, Research translation
Preferred skills
Healthcare domain experience, Model observability (Vertex AI, SageMaker, MLFlow), Vector databases (ChromaDB, Pinecone), Analytical databases (BigQuery, Snowflake)
Technologies
Vertex AI, SageMaker, WandB, MLFlow, LangSmith, Langfuse, ChromaDB, Pinecone, BigQuery, Redshift, Snowflake
Responsibilities
Design, build, evaluate, ship, and improve AI/ML products; Develop datasets for model evaluation; Read health AI research and translate to product features
Seniority
Mid-level, hands-on IC
