Note: The job is a remote job and is open to candidates in USA. General Motors is redefining mobility through innovative technology and human-centered design. They are seeking a Principal Technical Lead in the Embodied AI organization to drive cutting-edge machine learning solutions that enhance autonomous driving performance.
Responsibilities
- Design and implement technologies that align our models to GM’s mission
- Apply techniques such as unsupervised pre-training, imitation learning, reinforcement learning, guidance, and selection to raise the performance of our models and provide a layer safety and reliability
- Collaborate with cross-functional teams to integrate & align distillation recipes of 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
- 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
Benefits
- Bonus Potential: An incentivepayprogram offers payouts based on company performance, job level, and individual performance.
- GM offers a variety of health and wellbeing benefit programs.
- Benefit options include medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuitionassistanceprograms, employeeassistanceprogram, GM vehicle discounts and more.
- This job may be eligible forrelocationbenefits.
- Upon successful completion of a motor vehicle report review, you will be eligible toparticipatein a company vehicle evaluation program, through which you will be assigned a General Motors vehicle to drive and evaluate.
- Program participantsare required topurchase/lease a qualifying GM vehicle every four years unless one of a limited number of exceptions applies.
Company Overview
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