10 дней назад
Staff Machine Learning Scientist/Engineer (Embodied AI)
370 000 - 419 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning Scientist/Engineer (Embodied AI): Building foundation models and scalable learning systems for general-purpose robots using video, language, and robot-interaction data with an accent on multimodal architectures, pre-training, post-training, and real-world evaluation. Focus on designing distributed training pipelines, developing imitation and reinforcement learning methods, and connecting research progress to measurable robot capabilities.
Location: Sunnyvale, California, USA; hybrid work with time in offices and workshops and time working from home
Salary: $370,000–$419,000 per year, plus equity package
Company
Labs develops foundation models and embodied intelligence systems for general-purpose robots.
What you will do
- Research and develop model architectures, learning objectives, and data strategies for robot foundation models.
- Build self-supervised and generative pre-training methods using web video, egocentric video, and robot-interaction data.
- Develop post-training methods including supervised fine-tuning, imitation learning, and reinforcement learning.
- Curate, filter, and evaluate large-scale robotics datasets, including egocentric, UMI, and teleoperated data.
- Build and use distributed training pipelines for large models and multimodal datasets.
- Collaborate with research, engineering, robotics, and hardware teams to connect model progress to real-world robot performance.
Requirements
- Experience in machine learning, with a focus on multimodal foundation models and foundation-model data.
- Experience with scalable training, multi-node training, large datasets, or large model training.
- Strong research track record, including publications in top-tier venues such as ICRA, CoRL, CVPR, NeurIPS, ICML, or ICLR.
- Strong engineering skills and hands-on experience with modern machine learning frameworks.
- Ability to design rigorous experiments and translate research ideas into working systems, experiments, or deployed capabilities.
- Strong communication skills and ability to collaborate across engineering and robotics teams.
Nice to have
- PhD or MS in Computer Science, Machine Learning, Robotics, Computer Vision, or a related technical field.
- Industry experience in machine learning, robotics, embodied AI, or applied research.
- Experience with real robots, robotic learning, simulation, or policy learning.
- Experience with large-scale video data and sequential decision-making systems.
Culture & Benefits
- Hybrid working policy combining office and workshop collaboration with work from home.
- Core working hours with flexibility to determine a suitable schedule.
- Opportunity to work on a new ML-first research program and evaluate models on a growing fleet of robots.
- Competitive equity package.
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