2 дня назад
Senior Research Scientist (Robotics AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Research Scientist - Manipulation (Robotics AI): Developing learned and physically grounded models for large-scale humanoid manipulation, including reinforcement learning, imitation learning, multimodal representation learning, and cross-embodiment transfer, with an accent on robotics foundation models and real-world validation. Focus on designing rigorous experiments, training and deploying models on physical humanoid robots, analyzing failures, and translating research into scalable, reliable manipulation systems.
Location: Boston, MA; on-site
Company
develops risk-aware, reliable, field-ready AI systems for real-world robotics and embodied intelligence.
What you will do
- Advance research in general-purpose humanoid manipulation and loco-manipulation.
- Develop model architectures, learning objectives, action representations, and training methods for large-scale robot learning.
- Research robotics foundation models, including vision-language-action and other multimodal behavior models.
- Design experiments, benchmarks, evaluation protocols, and ablation studies to measure robustness, precision, dexterity, generalization, and long-horizon performance.
- Lead projects from initial hypotheses through large-scale training, deployment, and validation on physical humanoid robots.
- Partner with research engineers and systems teams to turn algorithms into reproducible training pipelines and reliable robot capabilities, while mentoring researchers and engineers.
Requirements
- PhD in Robotics, Computer Science, Machine Learning, Electrical Engineering, Mechanical Engineering, or a closely related field.
- Strong research record in robot learning, robotic manipulation, reinforcement learning, imitation learning, multimodal learning, or a related area.
- Demonstrated ability to lead research projects through rigorous experimental validation.
- Deep expertise in foundation models, vision-language-action models, generative policies, reinforcement learning, imitation learning, or multimodal foundation models.
- Experience training and evaluating modern deep-learning models using PyTorch.
- Strong understanding of robotic manipulation, including kinematics, dynamics, control, perception, and planning, plus experience deploying learning-based methods on physical robotic systems.
Nice to have
- Research experience with humanoid robots, bimanual systems, or multi-fingered robotic hands.
- Experience with multimodal transformers, diffusion or flow-based policies, reinforcement-learning fine-tuning, offline RL, reward modeling, or preference learning.
- Research on cross-embodiment transfer, multi-robot learning, embodiment-general action representations, or large-scale robotics datasets.
- Experience combining autonomous rollouts, simulation, web-scale data, teleoperated data, and other heterogeneous data sources.
Culture & Benefits
- Work on real-world robotic systems and contribute to 's humanoid manipulation and autonomy roadmap.
- Collaborate across research, engineering, systems, and product teams.
- Communicate research through technical reviews, publications, presentations, and open-source releases where appropriate.
- Balance fundamental research with near-term advances in reliable field deployment.
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