Principal AI/ML Engineer at General Motors

Mountain View, California, United States

Apply Now

Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Automotive, Autonomous VehiclesIndustries

Requirements

Bachelor’s, Master’s or PhD degree in Computer Science with a focus in Robotics and/or Machine Learning, or a related field
Proven experience working with large-scale Foundation Models and alignment methods to translate research into real-world impact
Proven experience delivering applied research in the wild and maintaining best practices while working on tight deadlines
Proficiency in frameworks such as PyTorch and languages such as Python
Proven experience in building and scaling large model training pipelines that are performant and enable quick iteration by distributed teams
Strong data processing skills using tools like Numpy, Pandas, and Apache Spark
Excellent communication skills to effectively collaborate with diverse teams and stakeholders
Experience deploying foundation models into production environments and understanding the end-to-end process
Previous experience in Robotics or Autonomous Driving

Responsibilities

Design and implement technologies that align our models to GM’s mission
Apply techniques such as RL, guidance, and selection to raise the performance of our models and provide a layer of safety and reliability
Collaborate with cross-functional teams to integrate & align distillation recipes of Robotics foundation models for onboard driving models
Conduct research and stay updated on the latest advancements in AI frameworks and libraries
Lead projects from ideation to deployment, documenting learnings and best practices along the way
Mentor junior team members and contribute to a culture of knowledge sharing and continuous improvement

Skills

Machine Learning

Reinforcement Learning

Robotics

Trajectory Generation

Model Distillation

Autonomous Driving

PyTorch

TensorFlow

General Motors

Designs, manufactures, and sells vehicles

About General Motors

General Motors designs, manufactures, and sells vehicles and vehicle parts, catering to individual consumers, businesses, and government entities. The company operates in both traditional internal combustion engine vehicles and the growing electric vehicle (EV) market, generating revenue through vehicle sales and financing services. GM stands out from competitors with its commitment to community service, sustainability, and diversity, as evidenced by a majority female Board of Directors. The company's goal is to balance traditional automotive manufacturing with technological advancements in electric and autonomous vehicles.

Detroit, MichiganHeadquarters

1908Year Founded

$486.7MTotal Funding

IPOCompany Stage

Automotive & Transportation, Financial ServicesIndustries

10,001+Employees

Benefits

Paid Vacation

Paid Sick Leave

Paid Holidays

Parental Leave

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

401(k) Company Match

401(k) Retirement Plan

Tuition Reimbursement

Student Loan Assistance

Flexible Work Hours

Discount on GM vehicles

Risks

Shutting down Cruise Robotaxi may affect investor confidence in GM's AV strategy.

Chevrolet Equinox EV recall could harm GM's safety reputation.

Leadership transition in design may disrupt continuity and brand identity.

Differentiation

GM's Dynamic Fuel Management system enhances fuel efficiency in traditional vehicles.

GM leads in board diversity with 55% women directors.

GM's pivot to personal autonomous vehicles aligns with consumer trends.

Upsides

Partnership with Nvidia boosts GM's autonomous vehicle technology capabilities.

Collaboration with ChargePoint expands EV charging infrastructure, enhancing consumer appeal.

Bryan Nesbitt's appointment as design head may bring innovation to GM's vehicle design.

Land your dream remote job 3x faster with AI

Try Jobo Free