2 часа назад
Machine Learning Scientist, Reinforcement Learning (Protein Design)
200 000 - 330 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Scientist, Reinforcement Learning (Protein Design): Designing and evaluating online and offline reinforcement learning algorithms for protein design, with an accent on generative modeling, protein language models, and biomolecular research. Focus on building post-training infrastructure, curating datasets, designing rigorous evaluations, and interpreting computational results across biology and machine learning.
Location: Emeryville, California, United States; hybrid with 2–3 days on-site
Hiring salary range: $200,000–$330,000 USD per year
Company
is a frontier AI lab building foundation models for biological molecules to support advances in medicine, agriculture, and protein design.
What you will do
- Design and develop online and offline reinforcement learning algorithms for protein design.
- Adapt and improve reinforcement learning techniques from other domains for biomolecular applications.
- Architect, implement, and optimize infrastructure for post-training protein language models.
- Curate datasets and design evaluation tasks for generative models.
- Implement, analyze, interpret, and present computational research results.
- Collaborate across machine learning, protein design, computational science, and experimental science teams.
Requirements
- PhD or equivalent industry experience in computer science, machine learning, natural language processing, applied mathematics, computational biology, statistics, or a related field.
- Experience conceiving, implementing, and evaluating novel machine learning and reinforcement learning techniques.
- Publications at major machine learning conferences or scientific journals.
- Experience with modern deep learning frameworks such as PyTorch or JAX.
- Legal authorization to work in the United States is required.
Nice to have
- Knowledge of protein and nucleic acid biology.
- Experience developing machine learning models for proteins, including language models, structure prediction, or design.
- Experience with GCP, AWS, Azure, or OCI.
- Experience extracting and curating bioinformatics data.
- Familiarity with wet-lab assays and their limitations.
Culture & Benefits
- Opportunity to contribute to protein design research with potential medical and agricultural impact.
- Competitive compensation with equity participation.
- 401(k) with a strong employer match.
- Health, dental, and vision insurance.
- Generous paid time off and support for work-life balance.
- Professional development in an interdisciplinary AI and biology field.
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