Resumen del rol

Senior ML Engineer- Embodied AI Scaling Foundations

Requisitos y responsabilidades

Contenido del rol extraído en secciones para revisar más rápido.

Why Join Us?

  • Scale up AV foundation model pre-training and fine-tuning with data to its maximum capacity – into billions+ of examples - across different sources, delivering the maximum value to the model through every additional example.
  • Work with cutting-edge technology and a collaborative, high-impact team of AI/ML engineers, data scientists and engineers who are passionate about leveraging advanced AI techniques to drive innovation for L2, L3 and L4 applications.
  • Contribute to the safety, reliability, and scalability of next-generation autonomous vehicles.

Details

  • Develop and improve 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 into onboard driving systems.
  • Implement and evaluate models, incorporating research advancements into practical applications.
  • Contribute to taking ML solutions from experimentation through deployment and production support.
  • Participate in code reviews, documentation, and technical discussions to support engineering quality and knowledge sharing.
  • Bachelor’s orMaster’s degree in Computer Science, Robotics, Machine Learning, or related field.
  • Experience applying machine learning techniques to real-world systems or large-scale datasets.
  • Proficiency in PyTorch and Python.
  • Experience working with model training pipelinesorlarge-scale data processing workflows.
  • Strong data processing skills using tools such as NumPy, Pandas, and Apache Spark.
  • Ability to collaborate effectively within cross-functional engineering teams.
  • Experience deploying ML models into production or working within production ML environments preferred.

Why Join Us?

  • The salary range for this role is $159,300.00 to $230,700.00. The actual base salary a successful candidate will be offered within this range will vary based on factors relevant to the position.
  • Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance.

Benefits:

  • 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.
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