Staff AI Machine Learning Engineer

Posted 4mo ago

The employer’s full description could not be read from their board. This is a summary of the posting — follow the apply link for the original.

7+ years of hands-on experience as a Machine Learning Engineer
Proven track record building and shipping production agentic AI systems in industry
Experience working on analytic engines or advanced analytics platforms
Strong theoretical foundation in ML/AI with emphasis on NLP/LLMs, reinforcement learning, planning/reasoning algorithms
Deep expertise with agentic frameworks and tools: LangChain/LangGraph, Model Context Protocol (MCP), Agent-to-Agent (A2A) protocols, Hugging Face, PyTorch, vector databases/semantic search, prompt engineering, and observability platforms (e.g., LangSmith, Phoenix)
Experience designing fully automated evaluation and testing pipelines for autonomous agents
A builder/experimenter mindset
Passion for unsolved challenges in healthcare AI

Strong record in top AI/ML conferences/journals
Experience with healthcare data (EHRs, claims) and regulatory considerations (HIPAA, transparency, reproducibility)
Multi-cloud experience (AWS, Azure, GCP)

Skills