Note: The job is a remote job and is open to candidates in USA. General Motors is redefining mobility through innovative vehicle designs and experiences. They are seeking a Staff ML Engineer to develop machine learning solutions that enhance autonomous driving performance by leveraging diverse datasets and collaborating with cross-functional teams.
Responsibilities
- Design and implement ML solutions aligned with GM’s autonomous driving objectives
- Apply techniques such as unsupervised pre-training, imitation learning, reinforcement learning, model scaling/selection, foundation modeling, to solve problems in object detection/tracking/classification, trajectory generation, and safe AI
- Collaborate with cross-functional teams to deploy models and algorithms into onboard driving systems
- Contribute to applied research efforts and remain current with advancements in ML frameworks and methods
- Design and build efficient infrastructure, pipelines, and tooling to facilitate fast-pace model iterations
- Drive technical execution from prototyping through production deployment, documenting learnings and best practices
- Support and mentor engineers through technical collaboration and code reviews, fostering knowledge sharing and engineering excellence
Skills
- Bachelor's, Master's, or PhD in Computer Science, Robotics, Machine Learning, or related field
- Experience working with large-scale foundation models and alignment methods applied to real-world systems
- Demonstrated ability to deliver applied ML solutions under real-world constraints and timelines
- Proficiency in PyTorch and Python
- Experience building and scaling model training pipelines enabling efficient iteration across teams
- Strong data processing skills using tools such as NumPy, Pandas, and Apache Spark
- Strong communication skills enabling effective collaboration across engineering teams
- Experience deploying ML models into production environments and understanding end-to-end deployment workflows
- Experience in robotics or autonomous driving systems
Benefits
- Bonus Potential: An incentive pay program 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, tuition assistance programs, employee assistance program, GM vehicle discounts and more.
- Upon successful completion of a motor vehicle report review, you will be eligible to participate in a company vehicle evaluation program, through which you will be assigned a General Motors vehicle to drive and evaluate. Note: program participants are required to purchase/lease a qualifying GM vehicle every four years unless one of a limited number of exceptions applies.
- This job may be eligible for relocation benefits.
Company Overview
Company H1B Sponsorship