Senior Clincal Context Engineer

Doctronic•Los Angeles, CA

39d

About The Position

We seek a physician-leader to bridge clinical medicine and artificial intelligence. This role combines hands-on context engineering with strategic leadership, requiring both deep medical knowledge and comfort with AI/LLM technologies.

Requirements

MD, DO, or equivalent; completed residency in any specialty
Strong clinical decision-making skills with experience in urgent care, primary care, or internal medicine preferred
Data science background and a deep understanding of managing large databases
Demonstrated deep knowledge of AI and large language models
Experience with or strong interest in prompt engineering
Comfort with iterative testing and rapid prototyping
Familiarity with EHR systems and clinical workflows
Proven ability to manage multidisciplinary teams
Exceptional writing and editorial skills for medical content
Experience developing clinical protocols or guidelines

Nice To Haves

Previous experience at healthcare technology companies or digital health startups
Understanding of HIPAA compliance and healthcare data privacy

Responsibilities

Write and refine medical guidelines and prompts that enable our LLMs to provide accurate clinical responses
Translate medical knowledge into structured formats for our agentic workflows and knowledge graph
Ensure AI outputs align with current medical standards across urgent care, primary care, chronic disease management, and medication management
Organize medical databases supporting our AI agents and consensus models
Develop evaluation frameworks to assess LLM performance in clinical contexts
Create metrics specific to diagnosis accuracy, treatment appropriateness, and prescription safety
Day-to-day interaction with engineering team to develop and refine architecture
Gather feedback from our physician network to identify improvement opportunities
Partner with engineering on integration between AI doctor and EHR system