Terranova
AI

Controls Machine Learning Engineer

Terranova · Berkeley, CA

Actively hiring Posted 3 months ago

Role overview

Backed by leading climate and American dynamism investors, Terranova builds intelligent robotic systems to terraform the Earth itself - lifting land, restoring wetlands, and protecting critical infrastructure from floods and sea-level rise.

Our mission is to preserve the built environment, create new habitats, and usher in an era of abundance. Our work supports climate resilience, disaster recovery, and defense across the United States and beyond.

We’re assembling a world-class team that wants to work on something real, physical, and civilization-scale. If you want your work to reshape the world (literally), this is the place to do it.

Overview

We’re seeking a controls and ML specialist to develop algorithms that give our robotic systems adaptive, intelligent behavior. You’ll design and tune controllers, build dynamic models, and integrate them with perception and sensor data. This is a chance to bridge classical control with modern machine learning to shape how machines move through the Earth.

Python/C++ with PyTorch/JAX, MPC/OSQP/CasADi, EKF/UKF/factor graphs, system ID, RL (PPO/SAC) with safety shields, ROS2, ONNX/TensorRT, latency and jitter profiling.

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Fulltime Machine Learning Pytorch Ai