1 час назад
Robot Foundation Model Researcher (AI/Robotics)
200 000 - 350 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
Location: On-site in the San Francisco Bay Area (San Mateo) or Boston (Somerville), United States
Estimated base salary: $200,000–$350,000 per year, plus equity.
Company
develops embodied foundation models and robotic hardware focused on enabling general-purpose robots to interact intelligently with the physical world, starting with dexterity.
What you will do
- Design and execute large-scale pretraining runs for transformer- and diffusion-based robot foundation models.
- Define model architectures, objectives, and training curricula across vision, action, state, and language data.
- Develop scalable data mixtures and sampling strategies for petabyte-scale robotic datasets.
- Guide data collection operations and source new datasets for robot intelligence research.
- Run ablations to study scaling laws, data quality, optimization dynamics, and architecture tradeoffs.
- Collaborate with ML Infrastructure and Systems teams to improve cluster utilization, throughput, and reliability.
Requirements
- Deep experience training large transformer or diffusion models at scale, including generative language, audio, or video models.
- Experience leading or significantly contributing to multi-node, multi-GPU distributed training.
- Experience with scaling laws, optimization dynamics, and large-model failure modes.
- Strong PyTorch fundamentals and the ability to debug across the full stack.
- Interest in building general-purpose robot intelligence from first principles.
Culture & Benefits
- Full-time, on-site work in San Mateo or Somerville.
- Collaboration with researchers, roboticists, and company builders from frontier AI and robotics organizations.
- Work focused on large-scale AI, embodied intelligence, robotics, data, models, and hardware.
- Estimated base compensation of $200,000–$350,000 per year plus equity.
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