3 часа назад
Machine Learning Engineer / Scientist (Cryopreservation)
140 000 - 240 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer / Scientist (Cryopreservation): Building ML systems that guide cryoprotectant formulation, antifreeze protein engineering, and the analysis of vitrification and rewarming experiments with an accent on scientific discovery and computational biology. Focus on designing data pipelines, training and evaluating models, and deploying performant Python tooling for interdisciplinary research.
Location: Bay Area, United States; Workplace: On-site
Salary: $140,000–$240,000 per year, plus equity
Company
is developing organ-scale reversible cryopreservation and medical hibernation technologies to preserve organs and support future medical treatment.
What you will do
- Build machine learning systems for developing cryoprotectant formulations and biologically inspired antifreeze proteins.
- Analyze the physics of vitrification and rewarming using experimental data.
- Shape data collection and design data pipelines for scientific experiments.
- Train and evaluate machine learning models using modern approaches.
- Deploy maintainable tooling used daily by scientists.
- Collaborate with scientists and engineers on complex cross-disciplinary problems.
Requirements
- Degree in computer science or a related field such as applied mathematics, statistics, data science, or computational biology.
- Strong foundations in linear algebra, probability, statistics, calculus, and machine learning.
- Experience with representation learning, generative modeling, active learning, and Bayesian optimization.
- Track record of applying machine learning to scientific discovery through publications, open-source contributions, or deployed systems.
- Strong Python programming skills and experience with PyTorch, NumPy, SciPy, Pandas or Polars, and Matplotlib or Plotly.
- Proficiency with Linux command line tools, Git, and shell scripting.
Nice to have
- 3+ years of relevant professional or research experience, or a PhD in a computational field.
- Knowledge of algorithms, operating systems, and concurrency.
- Experience with AWS, GCP, and SQL databases.
Culture & Benefits
- Opportunity to join an early team working on reversible cryopreservation.
- Medical, dental, and vision insurance coverage.
- Flexible time off and paid holidays.
- Competitive compensation with salary and equity.
- 401(k), FSA, commuter benefits, and subsidized daily lunch.
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