3 часа назад
Controls and Robot Learning Engineer (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Controls and Robot Learning Engineer (Robotics): Developing onboard and offboard autonomy components for autonomous construction machines, with an accent on control laws, robot modeling, and system dynamics. Focus on applying reinforcement learning and model predictive control, simulating complex construction robots, and building safety-critical real-time systems.
Location: San Francisco, CA; hybrid. Flexible arrangements may be considered for candidates in other locations, especially where an office is available.
Company
develops autonomous systems for heavy construction equipment and deploys them on real-world construction sites.
What you will do
- Develop control laws for base vehicles and automated construction-machine arms.
- Apply MPC, reinforcement learning, linear and nonlinear control, computed torque, vehicle dynamics, and impedance control.
- Build models describing state and control-input propagation for complex robots such as excavators.
- Analyze, evaluate, and simulate the dynamics of 100,000-pound construction robots.
- Model robot-arm geometry, vehicle dynamics, system calibration, and hydraulic systems.
Requirements
- 5+ years of professional engineering or research experience in control and real-time embedded systems.
- MSc or PhD in Computer Science or Robotics.
- Deep understanding of reinforcement learning, imitation learning, and optimization for dynamic systems.
- Strong programming skills in C++, Rust, and Python, plus strong data analysis skills.
- Experience with safety-critical systems and production autonomy environments.
- Experience with machine learning training pipelines, pose estimation systems, and reinforcement learning using learned or simulated plant models.
Nice to have
- Practical application of reinforcement learning or model predictive control for production autonomy.
- Experience controlling and modeling hydraulic systems.
- Experience working with pose estimation systems.
Culture & Benefits
- Work alongside construction specialists and engineers on physical-world autonomy problems.
- Contribute to the first fleet of autonomous construction machines.
- Flexible role arrangements may be considered for candidates outside the listed location.
- Inclusive workplace with equal-opportunity employment and reasonable accommodations during hiring.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →