6 часов назад
Physics Simulation Scientist (Robotics)
100 000 - 300 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Physics Simulation Scientist (Robotics): Building and optimizing the GPU-accelerated physics simulation stack behind robot foundation model training with an accent on contact-rich dynamics, solver stability, and scalable simulation. Focus on developing physics solvers, profiling distributed GPU performance, and improving sim-to-real transfer through physical modeling, calibration, and training regimes.
Location: San Mateo, United States
Base salary: $100,000–$300,000 USD per year
Company
is building a general-purpose robotic intelligence system that adapts to unseen scenarios through data-driven machine learning.
What you will do
- Develop physics solvers and modeling methods for high-degree-of-freedom, contact-rich robotics tasks.
- Design GPU-accelerated solvers optimized for throughput, stability, and scalability.
- Profile and optimize simulation performance on modern GPUs and distributed clusters.
- Build a next-generation open-source simulation stack for robotics sim-to-real transfer.
- Collaborate with scene-generation engineers, robotics engineers, ML researchers, external experts, and the open-source community.
- Shape the long-term technical direction of physical modeling and sim-to-real strategy.
Requirements
- MS or PhD in Physics, Robotics, Computer Science, Applied Mathematics, Engineering, or a related field, or equivalent hands-on experience.
- Strong experience with physics engines or high-fidelity simulators for articulated rigid bodies.
- Deep understanding of dynamics, contact modeling, constraint-based methods, integrators, and accuracy–speed tradeoffs.
- Expertise in CUDA and GPU programming, including optimization at scale.
- Proficiency in C++ and Python and experience building reliable systems for technical teams.
- Familiarity with vectorized environments, domain randomization, large-scale rollouts, ML/RL pipelines, and real robot platforms.
Nice to have
- Experience with deformable-body simulation, fluids, or differentiable simulation.
- Publications, open-source contributions, or shipped systems in simulation, robotics, graphics, or numerical computing.
Culture & Benefits
- Work alongside people ranging from new graduates to domain experts.
- Collaborate with external experts and contribute to an open-source robotics simulation stack.
- Explore new approaches to robust robotic intelligence and sim-to-real transfer.
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