Senior Clinical Context Engineer

Doctronic Inc

$120K — $180K *
US-AnywhereRemote in Los Angeles, CA
Healthcare
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • MD, DO, or equivalent; completed residency in any specialty
  • Strong clinical decision-making skills, ideally in urgent care, primary care, or internal medicine
  • Data science knowledge, particularly in managing large databases
  • Demonstrated expertise in AI and large language models
  • Experience or strong interest in prompt engineering and iterative testing
  • Familiarity with EHR systems and clinical workflows
  • Proven ability to lead multidisciplinary teams and develop clinical protocols

Responsibilities

  • Write and refine medical guidelines and prompts for accurate clinical responses from LLMs
  • Translate medical knowledge into structured formats for workflows and knowledge graphs
  • Ensure AI outputs meet current medical standards in various care contexts
  • Organize medical databases that support AI performance
  • Develop frameworks to evaluate LLM performance in clinical settings
  • Create metrics for assessing diagnosis accuracy, treatment appropriateness, and prescription safety
  • Collaborate with engineering teams to enhance system architecture and integration with EHR

Benefits

  • Direct impact on healthcare accessibility for millions
  • Opportunity to shape AI medical standards in a pioneering company
  • Work with leading AI technology unique in the industry
  • Competitive equity package
Full Job Description
Senior Clinical Context Engineer

Doctronic Physicians Group (DPG) & Doctronic Inc.

Position Overview

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.

Key Responsibilities

Medical AI Development (50%)
  • 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

Systems & Evaluation (30%)
  • 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

Cross-functional Collaboration (20%)
  • 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


Required Qualifications

Medical Background
  • 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

Technical Expertise
  • 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

Leadership Skills
  • Proven ability to manage multidisciplinary teams
  • Exceptional writing and editorial skills for medical content
  • Experience developing clinical protocols or guidelines
Preferred Qualifications
  • Previous experience at healthcare technology companies or digital health startups
  • Understanding of HIPAA compliance and healthcare data privacy
What We Offer
  • Direct impact on healthcare accessibility for millions of patients
  • Opportunity to shape AI medical standards at a pioneering company
  • Work with world-class AI technology unique in the industry
  • Competitive equity package
  • Salary commensurate with experience


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