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Senior Clincal Context Engineer

Role overview

Qualifications

  • MD, DO, or equivalent with completed residency in any specialty.
  • Strong clinical decision-making skills with experience in urgent care, primary care, or internal medicine.
  • Data science background with experience managing large databases and a solid understanding of AI and large language models.
  • Experience with prompt engineering, familiarity with EHR systems and clinical workflows, and demonstrated leadership in cross-functional teams.

Responsibilities

  • Medical AI Development: Write and refine medical guidelines and prompts for LLMs; translate medical knowledge into structured formats for agentic workflows and knowledge graphs; ensure AI outputs align with medical standards across urgent care, primary care, chronic disease management, and medication management.
  • Systems Evaluation: Organize medical databases supporting AI agents and consensus models; develop evaluation frameworks; create metrics for diagnosis accuracy, treatment appropriateness, and prescription safety.
  • Cross-functional Collaboration: Interact with engineering to develop and refine architecture; gather feedback from physician network to identify improvements; partner with engineering on integration between AI doctor and the EHR system.

Key facts

  • Remote from: United States
  • Full time
  • Field Solutions Engineer
  • English

Hard skills

Other skills

  • Teamwork
  • Communication

About the company

Doctronic logo

Doctronic

  • Digital Health
  • 11–50
With over 10 million AI-doctor visits, drawing on the latest in modern medicine, we are bringing best-in-class primary care to anyone with an internet connection. Backed by Union Square Ventures, Tusk Venture Partners, and HF0.

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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

About Doctronic

Doctronic is the #1 AI Doctor, revolutionizing direct-to-patient healthcare through our proprietary AI system. Our platform (doctronic.ai) provides free, anonymous, HIPAA-compliant AI consultations alongside affordable human physician visits ($40) available 24/7 across all 50 states via instant video, scheduled video, or async text.

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