4 часа назад
Research Scientist (Reinforcement Learning)
200 000 - 335 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Scientist (Reinforcement Learning) (AI infrastructure): Designing and optimizing large-scale training and inference pipelines for frontier reinforcement learning models with an accent on GPU clusters, distributed systems, and performance correctness. Focus on building observability and debugging tools, handling low-precision numerics and distributed-training edge cases, and bringing post-training capabilities into production deployments.
Location: On-site in San Francisco, California, United States
Salary: $200,000–$335,000 annual base salary, plus equity and benefits
Company
builds continual-learning infrastructure that enables enterprises to train and deploy agent workforces on proprietary data and institutional expertise.
What you will do
- Design, implement, and optimize reinforcement learning training and inference pipelines across large GPU clusters.
- Build tooling and observability for inspecting, profiling, and debugging training runs.
- Develop reliable systems that account for low-precision numerics and distributed-training edge cases.
- Partner with researchers to bring frontier post-training capabilities into production deployments.
Requirements
- Experience programming with and managing training jobs on large-scale GPU systems.
- Curiosity and ability to understand all levels of the training stack.
- Strong focus on fast implementation, reliability, and efficiency.
- Familiarity with open-weights model architectures and inference.
- Background in reinforcement learning or integrating inference with RL training loops.
- Ability to work on-site from the San Francisco office.
Nice to have
- Experience with distributed training frameworks such as PyTorch, JAX, or DeepSpeed.
- Background in high-performance computing or large-scale clusters.
- Open-source contributions to ML infrastructure.
- Published projects, open-source contributions, or side projects demonstrating technical creativity.
Culture & Benefits
- Competitive compensation, meaningful equity, and retirement plans.
- 100% employer-paid health insurance.
- Unlimited paid time off and paid parental leave.
- Daily lunches and dinners.
- Transportation and relocation support.
- Visa sponsorship is available.
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