Senior Machine Learning Engineer - Prediction at Motional — Remote North America

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On Behaviors, you'll have the opportunity to work with world-class ML engineers and research scientists to make self-driving vehicles a reality and create positive social impact. Our team works on the tech stack responsible for understanding highly complex driving scenes and generating safe, comfortable driving trajectories for our robotaxi using the latest deep neural networks. We are looking for engineers who are passionate about Level 5 autonomous driving, excited by intellectual challenges, and interested in pursuing career growth with a fast growing company.

What You’ll Be Doing:

You will be directly responsible for training, evaluation, and deployment of our ML-based scene understanding, behavior prediction, and planning models. Day to day responsibilities include:

Designing and executing high value experiments based on collaborative input from other machine learning engineers

Prototyping and implementing continuously improving metrics to evaluate the performance of our behavioral models across many desired scenarios and robotaxi capabilities

Timely release of major model updates, including analysis of both off-line and on-road evaluation data

Staying up to date with the latest trends in our fast moving industry, and proposing new architectures and network designs based on published literature

Maintaining a high quality training and evaluation code-base, including portions of our training stack dedicated to dataset generation and evaluation

What We’re Looking For:

In-depth understanding of common Machine Learning and Deep Learning algorithms

Experience designing, training, and analyzing neural networks for at least one of the following applications: motion planning, object detection, sensor fusion, motion prediction, and/or multi-object tracking

Strong track record of tackling less well-defined problems, and executing efficiently to deliver the successful outcome

Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, and testing methods

Experience with PyTorch or other python-based deep learning frameworks

Experience working with large data sets and deriving insights from data

Experience mentoring and collaborating with others

Education
Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience

Bonus Points

Publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICL, etc.)

PhD in machine learning, computer vision, or robotics vision

Experience working on autonomous vehicles or related fields

Experience in deploying models into real-world environments

Strong programming skills in C++ and/or CUDA programming

This opportunity can support remote work within the United States, with occasional travel.

Working Conditions

While performing the duties of this job, the employee is frequently required to convey and detect communication

The employee occasionally required to remain stationary at times for up to 50% of working time, move in designated working areas; & operate and use office equipment

The employee may occasionally move up to 50 pounds

The salary range for this role is an estimate based on a wide range of compensation factors including but not limited to specific skills, experience and expertise, role location, certifications, licenses, and business needs. The estimated compensation range listed in this job posting reflects base salary only. This role may include additional forms of compensation such as a bonus or company equity. The recruiter assigned to this role can share more information about the specific compensation and benefit details associated with this role during the hiring process.

Candidates for certain positions are eligible to participate in Motional’s benefits program. Motional’s benefits include but are not limited to medical, dental, vision, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.

Senior Machine Learning Engineer - Prediction

What You’ll Be Doing:

What We’re Looking For:

Bonus Points

Working Conditions

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