Redesign Health logo
Redesign HealthPosted 1 month ago

Principal Applied AI Engineer

HybridNew York City, New York, United States or San Francisco, California, United States

Full TimeSenior LevelSmall

Job Summary

Design and ship AI systems to unlock dense healthtech venture knowledge, embedding with investment, talent, and global development teams to solve problems in deep research and human-agent interaction. Build durable, long-horizon agents that combine complex human judgment with self-improving feedback loops, publishing learnings across the portfolio and broader research community. Raise the technical bar across the organization by teaching teammates how to build in an AI-native world and contributing reusable patterns to core systems. Source, assess, and close exceptional founders to support enduring health technology companies serving millions of patients globally. Work on a hybrid schedule from New York, San Francisco, or Bengaluru with a mix of cash and fund equity.

Required Qualifications

  • 10+ years in a senior technical role at a major venture-backed startup, frontier AI lab, or investment firm
  • Expertise in Python and/or TypeScript
  • Experience writing and reviewing millions of lines of code
  • Proficiency with modern agent frameworks (Lang* / Deep Agents, the Anthropic Agent SDK, or similar)
  • Experience shipping systems on top of modern agent frameworks
  • Experience building or materially modifying the harness around an agent (custom tools or agentic CLIs, MCP servers, durable and sandboxed execution, observability, and self-learning loops)
  • Experience building stateful, long-horizon agentic systems well beyond basic RAG
  • Experience wrestling with evals, context engineering, and failure modes that emerge when models sit in front of real business users
  • Experience completely reinventing workflow around AI
  • Experience building sophisticated systems on top of coding agents like Claude Code
  • Experience with skills, MCPs, custom harnesses for development and code review
  • Hardly writing code by hand in over a year
  • High tolerance for ambiguity
  • Speed of execution
  • Obsession about building products people love
  • Ability to architect interfaces for agents
  • Thinking about tools, context, memory, evals, and failure recovery as product surfaces
  • Experience inside an investment firm, building software for one, or spent enough time around investors and operators to understand how they work
  • Outstanding executive presence
  • Ability to skillfully elicit critical information about what to build
  • Ability to help nontechnical leaders understand 'the art of the possible'
  • Ability to deliver for nontechnical leaders
  • Ability to thrive in a group of passionate, talented, diverse, and low-ego individuals
  • Deep motivation to transform global healthcare
  • View of technology as the true calling to better the world
  • Accomplishment of starting a company, winning an international academic award, shipping a product loved by many, performing music around the world, or overcoming difficult circumstances to succeed
  • Dedication to excellence in craft
  • Hybrid schedule from New York, San Francisco, or Bengaluru
  • Compensation package containing a mix of cash and fund equity

Desired Qualifications

  • Bonus points for founding a company and building a product from 0-1
  • Meaningful time inside a VC or similar
  • Pre-LLM background in machine learning
  • Knowledge of knowledge graphs
  • Experience with semantic search
  • Experience building CRM-like intelligence products such as enterprise RevOps or recruiting software
  • Technology as a passion
  • Deep meaning in some other pursuit (creative or athletic outlet, family business, or service)
  • Relentless, startup-native technologist
  • High tolerance for ambiguity
  • Even higher speed of execution
  • Obsessive about building products people love
  • Seeing people trying to do difficult work with imperfect tools where others see requirements
  • Earning trust by working alongside people
  • Going to unreasonable lengths to make sure what you build creates outsize impact
  • Architecting interfaces for agents as deliberately as most engineers architect interfaces for humans
  • Thinking about tools, context, memory, evals, and failure recovery as product surfaces
  • Being drawn to the messy human systems where data, relationships, and expertise are combined to predict the future
  • Ideally having worked inside an investment firm, built software for one, or spent enough time around investors and operators to understand how they work
  • Having an outstanding executive presence
  • Skillfully eliciting critical information about what to build
  • Helping nontechnical leaders understand 'the art of the possible'
  • Being trusted by nontechnical leaders because you deliver for them
  • Thriving in a group of passionate, talented, diverse, and low-ego individuals
  • Being deeply motivated to transform global healthcare
  • Seeing technology as the true calling through which you can better the world
  • Having accomplished something most people haven't (started a company, won an international academic award, shipped a product loved by many, performed music around the world, or overcome difficult circumstances to succeed)
  • Dedicating life to excellence in craft

Hiring someone like this?

Get your role in front of qualified candidates on Sorce.

Get started

Apply to this job in one click with Sorce

Apply on Sorce