1 час назад
Senior / Principal ML Scientist
200 000 - 270 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior / Principal ML Scientist (de novo design and brain-computer interfaces): Building and scaling machine-learning frameworks that guide molecular engineering through iterative design–build–test–learn cycles, connecting experimental data with biomolecular and neuroengineering discovery workflows with an accent on closed-loop optimization, sparse experimental data, and multi-objective modeling. Focus on designing production-grade ML foundations, integrating models with experimental data streams, and developing novel algorithms for molecule discovery and device optimization.
Location: San Francisco Bay Area; on-site
Salary: $200K–$270K per year plus equity
Company
is a frontier research lab developing high-bandwidth brain-computer interfaces that combine biology and artificial intelligence.
What you will do
- Design and scale de novo design frameworks for molecular engineering campaigns.
- Architect the data and modeling foundations for closed-loop design–build–test–learn cycles.
- Build data ingestion, machine-learning modeling, library-design, and optimization infrastructure with data-engineering and MLOps partners.
- Collaborate with wet-lab scientists to define optimization objectives, domain-specific priors, and constraints.
- Prototype, benchmark, and validate models using internal and public datasets.
- Integrate ML models with experimental data streams and extend frameworks to multi-objective and constrained optimization.
Requirements
- Strong grounding in SSMs, LLMs, SE(3)-equivariance, and flow matching.
- Working knowledge of transfer-learning strategies.
- Proficiency in Python, PyTorch, and JAX, with experience writing clean, reproducible, production-grade code.
- Experience applying machine learning to experimental science involving sparse, noisy, or high-cost data.
- A collaborative, systems-level mindset.
Nice to have
- Familiarity with neuroscience.
Culture & Benefits
- Cross-functional collaboration with wet-lab scientists, automation engineers, and data engineers.
- Opportunity to contribute to the long-term research roadmap and act as a scientific thought leader.
- Equity included in the compensation package.
- Equal-opportunity workplace with reasonable accommodations for applicants with disabilities.
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