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Chicago / Remote (Ok for exceptional candidates)

Build human simulators to solve sleep apnea for 1bn people

As a Senior ML Engineer at Rhythm, you will build human simulators to advance solutions for sleep apnea affecting 1 billion people globally. This is a full-time role with a KP-backed startup focused on meaningful health impact through cutting-edge ML/AI engineering. You’ll work alongside world-class technical talent on a once-in-a-lifetime opportunity to improve daily lives worldwide.

Why This Role?

Once-in-a-lifetime opportunity to meaningfully improve daily lives of people around the world

Key Responsibilities

  • Build human simulators using ML/AI techniques
  • Develop solutions targeting sleep apnea for 1 billion people
  • Collaborate with world-class technical talent on health-focused AI projects
  • Contribute to meaningful improvements in daily lives through engineering work
  • Apply ML expertise to advance a KP-backed startup’s mission

Requirements

  • Exceptional AI/ML project proof (e.g., GitHub, paper, demo)
  • Experience building or working with human simulators or similar AI systems
  • Strong background in machine learning or AI engineering
  • Ability to demonstrate exceptional technical ability via portfolio
  • Familiarity with health tech or sleep apnea domain (bonus: CPAP titration experience)

Required Skills

machine learningartificial intelligencepythondata analysismodel trainingAI engineeringhuman simulatorshealth techsleep apnea

Indonesia Context

Working Hours Overlap:
Flexible — work your own hours
See remote (USD) vs local pay →

Keywords

ML engineerAI engineerhuman simulatorssleep apneahealth AIremote ML job
View Original Description from HN Who is Hiring

Original description from HN Who is Hiring

Rhythm | Chicago / Remote (Ok for exceptional candidates) | Senior ML Engineer | Full-time We are a KP-backed startup that is solving sleep apnea for 1bn people. We are looking for an exceptional ML/AI engineer to help build human simulators. Our team is full of world class technical talent and this is a once in a lifetime opportunity to meaningfully improve the daily lives of people around the world. Please email us a proof of any one exceptional AI project at kanishk [at] rhythmpap [dot] com. Bonus points if you've had to titrate a CPAP before

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Company
Rhythm
Source
HN Who is Hiring
Job Type
full time
Location
Remote · Open worldwide
Category
Seniority
senior
Posted
Jun 4, 2026

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