Senior State Estimation and Calibration Engineer - Mountain View, CA
Core
Implementing state estimation, online calibration, and optimization algorithms for Aeva's 4D FMCW LiDAR sensors to enable autonomous driving and robotics.
Role type
Senior IC state estimation and calibration engineer
Builds
Production-ready 4D state estimation and calibration stack for autonomous vehicles and robots
Domain
Autonomous driving / Robotics / LiDAR perception
Deliverable
production ML models
Required skills
C++ development, Linux environment, extrinsic calibration methods, Kalman Filtering, Bayesian Methods, Sensor Fusion, linear algebra, 3D geometry, real-time state estimation/SLAM, 3D data processing (point clouds/meshes), Python scripting, Bash scripting
Preferred skills
LiDAR/RADAR working principles, ROS/ROS2 frameworks, Bazel build systems
Responsibilities
Contribute to the 4D state estimation and calibration stack, prototype novel algorithms, optimize code for performance and scalability, ensure code quality and adherence to standards, take ownership of tasks with documentation and tests
Seniority
Senior, hands-on IC