Summer Internship - AI Researcher

9 hours, 23 minutes ago
Internship
Entry Level
Software Development
Aledade

Aledade

Aledade collaborates with independent practices, health centers, and clinics to establish and manage Accountable Care Organizations (ACOs) that prioritize primary care, enabling physicians to enhance patient care while maintaining their independence in...

Health Care Providers & Services
1K-5K
Founded 2014
$686M raised

Description

  • Research, design, and prototype the Universal EHR Context Protocol (UECP) to provide an agnostic patient context interface for downstream AI applications.
  • Design a unified request/response schema that abstracts variations across proprietary EHR APIs and enables context requests independent of specific EHR implementations.
  • Develop agentic fallback routing logic to detect incomplete or failed API requests and deploy secure, read-only browser-use agents to locate and extract missing context via EHR web interfaces.
  • Implement web automation and DOM navigation to open relevant unstructured clinical documents and retrieve source artifacts for extraction.
  • Build a reasoning layer using LLMs and Vision-Language Models (VLMs) to extract required clinical elements from unstructured documents and normalize them into a standard JSON/UECP schema.
  • Design and implement caching strategies and other performance optimizations to mitigate latency and balance operational tradeoffs between API retrieval and agentic fallback.
  • Establish evaluation frameworks and automated LLM evaluation pipelines (e.g., LLM-as-a-judge) to measure extraction accuracy, clinical safety, performance, and reliability.
  • Document designs and results, produce technical writing (including potential academic publication), and collaborate with senior leaders and cross-functional teams on implementation and evaluation.

Requirements

  • Currently pursuing a Master’s or PhD in Computer Science, Applied AI, Software Engineering, Health Systems Engineering, or a closely related discipline.
  • Available for a Summer 2026 internship beginning June 1, 2026 and lasting 10 weeks (until August 7, 2026); posting also notes internship durations of 3–6 months starting Summer 2026.
  • Remote (United States) availability and ability to work in a remote-first environment.
  • Strong backend software engineering skills primarily in Python, with solid foundations in data structures, system architecture, and JSON schema design.
  • Experience with web scraping, DOM manipulation, and browser automation frameworks (e.g., Playwright, Puppeteer, Selenium).
  • Practical experience integrating LLMs and Vision-Language Models (VLMs) for unstructured data extraction and reasoning.
  • Preferred experience or deep academic interest in agentic/autonomous frameworks and semantic routing (e.g., LangChain, AutoGPT, or custom reasoning loops).
  • Preferred knowledge of healthcare interoperability standards and EHR ecosystems (e.g., HL7 FHIR, SMART on FHIR) and familiarity with clinical coding models like Hierarchical Condition Categories (HCC).
  • Ability to evaluate and optimize system tradeoffs (latency, caching, extraction accuracy) and build automated evaluation pipelines is preferred.
  • Strong technical writing skills, high tolerance for ambiguity, and the ability to independently research, test, and architect fault-tolerant systems in fragmented software ecosystems.

Benefits

  • Remote-first work environment (remote, United States).
  • Guidance and mentorship from senior leaders and opportunity to work on substantive, hands-on projects.
  • Exposure to complex healthcare systems and value-based care operations.
  • Inclusive, diverse workplace and equal opportunity employer culture.
  • Potential for technical or academic publication from research work.
  • Experience-building opportunity within a public benefit corporation focused on independent primary care.

Interested in this position?

Apply directly on the company website

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