Staff ML Engineer - Offboard Embodied AI at General Motors

Mountain View, California, United States

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Not SpecifiedCompensation

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

Full TimeJob Type

UnknownVisa

Automotive, Autonomous Driving, RoboticsIndustries

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, including LLMs, VLAs and vision-focused models
Proficiency in frameworks such as PyTorch and TensorFlow, with experience in libraries like HuggingFace and OpenAI GPT
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 large-scale Foundation Models for various applications, leveraging recent advancements in AI and robotics
Collaborate with cross-functional teams to integrate & build distillation recipes of Robotics foundation models for onboard driving models
Analyze and optimize model performance, ensuring efficient training and deployment
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

Key technologies and capabilities for this role

PyTorchTensorFlowHuggingFaceOpenAI GPTNumpyPandasApache SparkFoundation ModelsLLMsVLMs

Questions & Answers

Common questions about this position

What is the salary range for this Staff ML Engineer position?

The salary range for this role is $143,000 to $220,000. The actual base salary will vary based on factors relevant to the position.

Is this role remote or hybrid, and what are the office requirements?

This role is categorized as hybrid, requiring the successful candidate to report to the Mountain View Technical Center in the Bay Area three times per week, at minimum.

What key skills and experience are required for this role?

Required qualifications include a Bachelor’s, Master’s or PhD in Computer Science with a focus in Robotics or Machine Learning, proven experience with large-scale Foundation Models like LLMs and VLAs, proficiency in PyTorch and TensorFlow, strong data processing skills with Numpy, Pandas, and Apache Spark, and experience in Robotics or Autonomous Driving.

What is the team culture like for this position?

You will work closely with a dynamic team of AI and ML researchers, data scientists, and engineers passionate about leveraging advanced AI techniques, contributing to a culture of knowledge sharing, continuous improvement, and mentoring junior team members.

What makes a strong candidate for this Staff ML Engineer role?

A strong candidate will have a degree in Computer Science focused on Robotics or Machine Learning, hands-on experience deploying large-scale Foundation Models in production, proficiency in PyTorch/TensorFlow and data tools, plus prior work in Robotics or Autonomous Driving, along with excellent communication skills.

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