Senior Machine Learning Engineer - Prediction
Core
Designing, training, evaluating, and deploying deep neural networks for scene understanding, behavior prediction, and planning in self-driving vehicles.
Role type
Senior Machine Learning Engineer (Autonomous Driving)
Builds
ML-based models for robotaxi behavior prediction and planning
Domain
Autonomous vehicles / Robotics
Deliverable
production ML models
Required skills
Deep learning algorithms, Neural network design, Motion planning, Object detection, Sensor fusion, Multi-object tracking, PyTorch, Python, Large dataset analysis, Software engineering principles
Preferred skills
C++, CUDA, Model deployment in real-world environments, Publications in top ML conferences
Technologies
PyTorch, Python, C++, CUDA
Responsibilities
Designing and executing high-value experiments, Prototyping and implementing evaluation metrics, Releasing major model updates with data analysis, Proposing new network architectures, Maintaining training and evaluation code-base
Seniority
Senior, hands-on IC
