Jobs · Engineering · California

Robotics Controls Engineer

Terranova · Berkeley, CA · 7 mo ago
On-siteEngineeringFull-time

Key Responsibilities

  • Develop and tune controllers (PID, MPC, optimal/robust control) for dynamic, nonlinear systems.
  • Build and validate physical models for simulation, hardware-in-the-loop testing, and autonomy.
  • Train and deploy ML models for perception, planning, or adaptive control (supervised or RL).
  • Integrate algorithms with firmware and cloud teams, ensuring real-time safety and stability.
  • Profile, optimize, and verify performance under latency, jitter, and compute constraints.

Preferred Skills And Experience

  • Python/C++ with PyTorch/JAX
  • MPC/OSQP/CasADi
  • EKF/UKF/factor graphs
  • System ID, RL (PPO/SAC) with safety shields
  • ROS2, ONNX/TensorRT
  • Latencty and jitter profiling
  • PCB and embedded systems design skills

Bachelor’s degree or higher in Computer Science or related field

U.S. permanent residency required

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