1 час назад
Senior / Principal ML Biophysicist
200 000 - 270 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior / Principal ML Biophysicist (molecular dynamics and protein modeling): Building scalable molecular dynamics pipelines and integrating physics-based models with machine learning frameworks to accelerate biomolecular engineering and discovery with an accent on first-principles modeling, protein structure analysis, and sparse experimental data. Focus on designing predictive molecular frameworks, encoding scientific priors and constraints, benchmarking novel algorithms, and translating models into experimental workflows.
Location: San Francisco Bay Area; on-site
Salary: $200,000–$270,000 per year plus equity
Company
is a frontier research lab developing high-bandwidth brain-computer interfaces that integrate biological systems with artificial intelligence.
What you will do
- Build scalable pipelines for protein structure modeling, molecular dynamics, and integration with downstream machine learning frameworks.
- Architect molecular modeling tools and workflows for simulating, analyzing, and interpreting biomolecular dynamics-to-function relationships.
- Collaborate with wet-lab scientists to define optimization objectives and encode scientific priors and constraints.
- Prototype, benchmark, and validate modeling frameworks using internal and public datasets.
- Develop machine learning frameworks that incorporate first-principles priors and support molecular discovery workflows.
- Contribute to the research roadmap, prototype novel algorithms, and advise scientists on first-principles analysis.
Requirements
- Strong grounding in deep learning, protein structure modeling, and molecular dynamics.
- Working knowledge of transfer learning strategies.
- Proficiency in Python, PyTorch, and JAX, with experience writing clean, reproducible, production-grade code.
- Experience bridging machine learning and experimental science using sparse, noisy, or high-cost data.
- Collaborative, systems-level mindset.
- Ability to work on-site in the San Francisco Bay Area.
Nice to have
- Familiarity with neuroscience.
- Familiarity with language models or state-space models.
Culture & Benefits
- Work in a multidisciplinary Bio team combining molecular engineering, synthetic biology, neuroscience, and advanced physical methods.
- Collaborate closely with wet-lab scientists, engineers, and data scientists.
- Contribute to creative research addressing challenging problems in biotechnology and brain-computer interfaces.
- Equity is included in the compensation package.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
41 минуту назад
Senior Data Scientist (AI)
177 500 - 232 000$
46 минут назад
Principal Data Scientist (AI)
204 500 - 267 000$
39 минут назад
Senior Data Scientist (Medical Imaging)
177 500 - 232 000$
43 минуты назад
Principal Data Scientist (Medical Imaging)
204 500 - 267 000$
38 минут назад
Member of Technical Staff, Machine Learning Engineer (AI)
240 000 - 350 000$
2 часа назад
Staff Software Engineer, Machine Learning and Computational Chemistry
200 000 - 241 500$