4h ago

Sr. Machine Learning Engineer, Patient Health Intelligence

Remote
full-timesenior RemoteHealthcare / Genomics

Tech Stack

Description

You will design and build intelligent systems that transform how patients and clinicians interact with health data, developing longitudinal patient health views and personalized agentic workflows. This is a hands-on, high-impact individual contributor role in a fully remote environment.

Requirements

  • 8+ years of professional software engineering experience with significant depth in AI/ML
  • Advanced proficiency in Python
  • Hands-on experience building agentic workflows, autonomous agents, and/or conversational AI systems
  • Familiarity with EHR systems, medical records, HL7/FHIR standards, and healthcare data formats
  • Experience applying LLMs and generative models for information extraction, summarization, and/or RAG

Responsibilities

  • Design and build comprehensive longitudinal patient health views from multiple clinical data sources
  • Architect and implement personalized agentic AI workflows for patient outreach and care gap identification
  • Integrate AI systems with the GeneDx data warehouse ensuring reliable data pipelines and governance
  • Collaborate with product and design teams to build intuitive user interfaces for health data exploration
  • Apply generative AI techniques for clinical information extraction, summarization, and conversational interfaces
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