1 час назад
Member of Technical Staff, AI Research Scientist
210 000 - 350 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Member of Technical Staff, AI Research Scientist (AI/ML): Developing models, algorithms, and experimentation tools for AI scientist agents that accelerate scientific research and medicine with an accent on LLM post-training, scientific reasoning, and optimal sampling. Focus on formulating scientific challenges as statistical problems, conducting large-scale ML experiments, and deploying research outcomes with multidisciplinary teams.
Location: On-site in San Francisco, at the Dogpatch office
Salary: $210,000–$350,000 per year plus equity
Company
Scientific builds and deploys AI scientist agents to accelerate scientific research and the development of new medicines.
What you will do
- Formulate challenges in building AI agents for science as statistical problems.
- Research post-training methods for LLMs on challenging scientific reasoning tasks.
- Research optimal sampling techniques, including efficient exploration and quality-diversity.
- Own research projects end-to-end, from problem scoping with scientists to deployment with engineers.
- Develop and extend the experimentation platform for internal tools and projects.
- Collaborate with AI researchers, engineers, biologists, and chemists.
Requirements
- 5–10+ years of ML research experience on real-world problems, including reinforcement learning, representation learning, or Bayesian methods.
- Fluency in PyTorch, JAX, or an equivalent framework.
- Experience with large-scale training and experimentation technologies such as Ray, verl, or Megatron-LM.
- Experience with EDA, feature engineering, model development, deployment, and validation in production ML systems.
- Strong programming skills across data, ML, and LLM software stacks, plus familiarity with distributed systems.
- PhD in Machine Learning, Computer Science, or another quantitative field.
Culture & Benefits
- Full-time employment with competitive salary and equity.
- Full healthcare coverage, including 100% premium coverage for employees and dependents.
- Support for growing families, including parental leave, a new parent stipend, and fertility coverage.
- Mental health support, pet care support, commuter benefits, a 401(k) company match, and quarterly wellness benefits.
- Daily office lunch, dinner when working late, regular team off-sites, and company events.
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