About the job
Join Our Team: At Motional, our mission is to revolutionize transportation through the development of autonomous vehicles. As part of our cutting-edge team, you will collaborate with top-tier machine learning engineers and research scientists to bring self-driving technology to life, making a positive impact on society. We focus on creating advanced tech stacks that analyze complex driving environments and generate safe, comfortable trajectories for our robotaxi services using state-of-the-art deep neural networks.
Your Role:
As a Senior Machine Learning Engineer specializing in prediction, you will play a pivotal role in training, evaluating, and deploying our machine learning models for scene understanding, behavior prediction, and planning. Your daily responsibilities will include:
- Designing and conducting high-impact experiments through collaboration with fellow machine learning engineers.
- Prototyping and enhancing metrics for assessing the performance of our behavioral models across various scenarios and capabilities.
- Ensuring timely updates of major models, including detailed analysis of offline and on-road evaluation data.
- Staying abreast of the latest industry trends, proposing innovative architectures and network designs based on current literature.
- Maintaining a robust training and evaluation codebase, particularly focusing on dataset generation and evaluation.

