7 часов назад
System Identification & Controls Engineer (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
System Identification & Controls Engineer (Robotics): Characterizing, modeling, and validating the dynamics of robotic platforms at fleet scale with an accent on excitation design, actuator testing, classical controls, and sim-to-real validation. Focus on building automated identification pipelines, quantifying unit-to-unit variation and hardware drift, and deploying accurate models across real robot fleets.
Location: San Mateo, California, United States
Company
is developing general-purpose robotic intelligence using data-driven machine learning to enable robust robot operation in unseen scenarios.
What you will do
- Plan and run system identification across robot actuators, transmissions, joints, rigid-body dynamics, and sensors.
- Design excitation trajectories and bench or on-robot experiments to answer specific modeling questions.
- Characterize motors and actuators using dynamometers, test benches, and hardware-in-the-loop setups in collaboration with electrical, mechanical, and firmware teams.
- Fit and validate dynamics models, quantify accuracy, and reduce the sim-to-real gap.
- Apply state estimation, calibration, stability analysis, and bandwidth analysis to real hardware.
- Build fleet-scale automation, quantify unit-to-unit variation, monitor drift and wear, and identify outlier robots.
Requirements
- MS or PhD in Mechanical Engineering, Electrical Engineering, Controls, Robotics, Aerospace, or a related field, or equivalent hands-on experience.
- Demonstrated hands-on system identification experience on real robotic or electromechanical hardware.
- Strong foundation in feedback and feedforward control, cascade control, frequency-response and stability analysis, state estimation, and Kalman filtering.
- Knowledge of motors and field-oriented control, transmissions, encoders, IMUs, and force-torque sensors.
- Practical experience with excitation design, hardware data collection, and time- or frequency-domain parameter estimation.
- Proficiency in Python and C++ in a Linux environment.
Nice to have
- Experience with MATLAB or Simulink.
- Familiarity with MuJoCo, Isaac Sim, Drake, Pinocchio, ROS, or ROS2.
- Experience deploying calibration or controls across a large fleet of robots or vehicles.
Culture & Benefits
- Work on general-purpose robotic intelligence designed to adapt to unseen scenarios.
- Collaborate across electrical engineering, mechanical engineering, and firmware disciplines.
- Contribute to establishing system identification standards and tooling for a growing robot fleet.
- Join a team combining new graduates, experienced engineers, and domain experts.
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