Senior Machine Learning Engineer - Prediction

Who you are

You have a strong background in machine learning and deep learning algorithms, with a focus on practical applications in autonomous driving. Your experience includes designing and executing experiments that yield high-value insights, and you are comfortable collaborating with other engineers to enhance model performance. You are familiar with the latest trends in the industry and are eager to propose innovative architectures based on current research. Your coding skills are top-notch, and you maintain a high-quality codebase for training and evaluation processes.

You are passionate about Level 5 autonomous driving and understand the complexities involved in creating safe and efficient driving trajectories. You thrive on intellectual challenges and are committed to continuous learning and career growth within a fast-paced environment. Your ability to analyze both offline and on-road evaluation data is crucial for timely model updates, ensuring that the technology remains at the forefront of the industry.

Desirable

Experience with large datasets and the ability to implement metrics that evaluate model performance across various scenarios is a plus. Familiarity with cloud computing platforms and tools for deploying machine learning models will enhance your contributions to the team.

What you'll do

In this role, you will be responsible for the training, evaluation, and deployment of machine learning models that focus on scene understanding and behavior prediction for our robotaxi technology. You will design and execute experiments that leverage collaborative input from your peers, ensuring that the models you develop are robust and effective in real-world scenarios. Your day-to-day responsibilities will include maintaining a high-quality training and evaluation codebase, which is essential for dataset generation and performance evaluation.

You will stay updated with the latest advancements in machine learning and propose new architectures and network designs based on published literature. Your contributions will directly impact the safety and comfort of our self-driving vehicles, making a significant difference in the future of transportation. You will work closely with a team of world-class ML engineers and research scientists, fostering an environment of innovation and excellence.

What we offer

Motional provides a collaborative and inclusive work environment where you can grow your skills and advance your career. We celebrate diversity and are committed to creating a workplace that reflects the communities we serve. You will have the opportunity to work on cutting-edge technology that aims to revolutionize the transportation industry, contributing to a positive social impact. We encourage you to apply even if your experience doesn't match every requirement, as we value diverse perspectives and backgrounds.