12 дней назад
Lead Reinforcement Learning Engineer (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Lead Reinforcement Learning Engineer (Robotics): Defining and executing learning-based humanoid control strategy for the 4NE1 platform, with an accent on locomotion, manipulation, whole-body control, and production deployment. Focus on leading reinforcement learning teams, industrializing research, and solving sim-to-real transfer, reliability, safety, and scalability challenges for humanoid robots.
Location: Zurich, Switzerland
Company
Develops cognitive humanoid robotics, including the 4NE1 platform and learning-based capabilities for commercial deployment.
What you will do
- Define the strategic roadmap for reinforcement learning, imitation learning, behavior cloning, and foundation-model-powered robotics.
- Lead the development and deployment of control policies for humanoid locomotion, loco-manipulation, and whole-body motion.
- Build scalable frameworks and quality standards for training, validating, and operating learning-based robotic systems.
- Industrialize research in offline learning, teleoperation, motion tracking, and robotics foundation models.
- Drive sim-to-real transfer through domain randomization, system identification, physics calibration, actuator modeling, and sensor alignment.
- Lead, mentor, and grow a team while collaborating with Controls, Perception, Platform, Software, Hardware, product, and executive teams.
Requirements
- Master’s or Ph.D. in Robotics, Computer Science, Machine Learning, Artificial Intelligence, or a related field.
- 8+ years of experience in robotics, reinforcement learning, or machine learning, including technical leadership experience.
- Track record of building and deploying learning-based robotic systems in production and leading multidisciplinary teams.
- Strong knowledge of robot dynamics and kinematics, whole-body control, motion planning, sensor integration, and sim-to-real transfer.
- Hands-on experience with Isaac Lab, Isaac Sim, MuJoCo, PyTorch, ROS2, Python, and C++.
- Excellent English communication skills required.
Nice to have
- German language skills.
- Experience bridging academic research and industrial deployment.
- Strategic planning, stakeholder management, mentoring, and ownership of ambitious projects through completion.
Culture & Benefits
- Work on next-generation humanoid robots and commercially deployable cognitive robotics.
- Collaborate across research, engineering, product, and hardware disciplines.
- Promote technical excellence, ownership, collaboration, scientific rigor, and innovation.
- Shape long-term technology strategy and future generations of humanoid platforms.
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