onsite
Senior Machine Learning Engineer - ML Planner - Motional
ML Engineer
Lead the design and deployment of deep neural networks that interpret complex driving scenes and generate safe trajectories for Level 5 autonomous vehicles, collaborating with top ML engineers and researchers.
About the role
Key Responsibilities
- Design, train, and optimize deep learning models for perception and trajectory planning in autonomous driving scenarios.
- Collaborate with research scientists to integrate cutting‑edge algorithms into production pipelines.
- Develop end‑to‑end data pipelines, from sensor data ingestion to model inference on embedded platforms.
- Ensure model robustness, safety, and compliance with industry standards through rigorous testing and validation.
- Mentor junior engineers and contribute to knowledge sharing across the ML team.
Requirements
- 5+ years of experience in machine learning engineering, preferably in autonomous driving.
- Proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow.
- Strong background in computer vision, sensor fusion, and trajectory planning.
- Experience with real‑time inference on embedded or edge devices.
- Excellent problem‑solving skills and a passion for Level 5 autonomy.
Skills
pythonpytorchdeep learningcomputer vision