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Verified active · 21h ago

Machine Learning Engineer / Scientist

Compensation

$140k - $240k/per-year-salary

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~6 min

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Posted

201 days

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About the role

Until is a moonshot company building a “pause button” for biology. Our near-term focus is organ-scale reversible cryopreservation: preserving donated organs at subzero temperatures without ice formation, then rewarming them uniformly for transplant. By solving this grand challenge, we’re laying the foundation for whole-body reversible cryopreservation, giving patients a bridge to future cures.

To achieve our goal, we are assembling an interdisciplinary team to develop perfusion systems, cryoprotectant formulations, and vitrification and rewarming hardware. We are also building out our medical hibernation team to tackle the challenges of whole-body cryopreservation, beginning with rodent models.

We envision a future where no transplantable organ is lost to logistics, and no terminal diagnosis is final because patients can safely wait for future medicine to arrive.

About the Role
As a Machine Learning Engineer / Scientist at Until, you will be an early member of the computational team defining how experimental data becomes insight and drives the next round of scientific discovery. You’ll build high-leverage ML systems that help develop new cryoprotectant formulations, engineer biologically-inspired antifreeze proteins, and understand the physics of vitrification and rewarming. You will own projects end-to-end including shaping data collection and designing data pipelines, training and evaluating models, and deploying tooling that scientists use daily.
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Aplyr's read

UntilLabs is at the forefront of organ perfusion and translational cardiac biology, attracting scientists and engineers passionate about cutting-edge biomedical innovation.

Synthesized from recent postings & public sources

What's promising

  • UntilLabs is pioneering advancements in organ perfusion technology.
  • The company offers diverse roles from mechanical engineering to molecular development.
  • Strong focus on interdisciplinary collaboration in biomedical research.

What to watch

  • Limited public information about company culture and work-life balance.
  • Potential high-pressure environment due to ambitious research goals.
  • Niche focus may limit broader career development opportunities.

Why UntilLabs

  • Specializes in translational cardiac biology and organ perfusion.
  • Involvement in both engineering and biological sciences.
  • Offers unique roles like ECMO Perfusionist and Hibernation Team Engineer.

Aplyr’s read is generated by AI from public sources. Was it useful?

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