Motional

Motional

Machine Learning Systems Engineer

Las Vegas, Nevada, United States

Sponsorship not specified$144k-$192kDetected 28 days ago
Machine LearningPyTorchSystems EngineeringResearchCollaborationProblem SolvingPipeline Integrity

About the role

  • In this role, you will be responsible for the core systems that enable our researchers to train frontier models at scale, focusing obsessively on speed, cost, reliability, and throughput.
  • You will work at the intersection of machine learning research and high-performance systems engineering.
  • Your work will directly impact our ability to scale large-scale distributed model training and reduce the time-to-convergence for our next generation of models.

Responsibilities

  • Implement optimizations like kernel fusion, sharding, and tiling to improve step time.
  • Distributed Training: Optimize distributed training pipelines using frameworks such as PyTorch Distributed.
  • Kernel Development: Design and maintain high-performance GPU kernels in Triton or CUDA for state-of-the-art ML workloads.
  • Data Pipeline Engineering: Optimize robust data loading pipelines that maximize training throughput.
  • Design and maintain high-performance GPU kernels in Triton or CUDA for state-of-the-art ML workloads.
  • We aren't just developing driverless cars; we're creating safer roadways, more equitable transportation options, and making our communities better places to live, work, and connect.
  • To do so successfully, we must design for everyone in our cities and on our roads.
  • We believe in building a great place to work through a progressive, global culture that is diverse, inclusive, and ensures people feel valued at every level of the organization.

Requirements

  • Software Engineering: Strong proficiency in Python.
  • ML Frameworks: Extensive hands-on experience with PyTorch.

Skills

  • Utilize profiling tools (e.g., Nsight, PyTorch Profiler) to identify bottlenecks in data loading, gradient computation, and communication.

Compensation

  • $144,000 - $192,000 USD
  • Motional is a driverless technology company making autonomous vehicles a safe, reliable, and accessible reality. We're driven by something more.
  • Our journey is always people first.
  • We aren't just developing driverless cars
  • we're creating safer roadways, more equitable transportation options, and making our communities better places to live, work, and connect.
  • Our team is made up of engineers, researchers, innovators, dreamers and doers, who are creating a technology with the potential to transform the way we move.
  • The estimated compensation range listed in this job posting reflects base salary only.

Benefits

  • This role may include additional forms of compensation such as a bonus or company equity.
  • The recruiter assigned to this role can share more information about the specific compensation and benefit details associated with this role during the hiring process.
  • Candidates for certain positions are eligible to participate in Motional's benefits program.
  • Motional's benefits include but are not limited to medical, dental, vision, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.

This listing is sourced directly from Motional's careers page and normalized into a canonical job model.