onsite
Senior AI Perception Engineer - 42dot
Software Engineer
Lead end‑to‑end development of multi‑sensor perception pipelines for autonomous vehicles, designing spatial representations, sensor fusion models, and performance‑optimized inference on real‑time platforms.
About the role
Key Responsibilities
- Design and implement multi‑sensor data pipelines, including camera, radar, and lidar, ensuring accurate spatial and temporal alignment.
- Develop and refine BEV, 3D, and occupancy‑based spatial representations tailored to vehicle perception needs.
- Architect and train sensor‑fusion perception models using state‑of‑the‑art machine learning frameworks.
- Optimize models for real‑time inference on embedded automotive hardware.
- Collaborate with system integration teams to deploy perception modules into the full autonomous stack.
Requirements
- Strong background in C++ and Python for high‑performance perception software.
- Proven experience with sensor fusion, 3D perception, and BEV/occupancy mapping.
- Hands‑on knowledge of machine learning libraries such as PyTorch or TensorFlow.
- Familiarity with automotive calibration, projection, and real‑time constraints.
- Excellent problem‑solving skills and a passion for autonomous driving technology.
Skills
pythoncmachine learning