Fellow - Autonomy

New
M
MotionalAutonomous Vehicles
Remote U.S.Full-TimeSenior
Salary271,000 - 373,000 USD per year
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Job Details

Experience
15+ years
Required Skills
Machine LearningPyTorchTensorflowDeep LearningLLM

Requirements

  • BS/MS/PhD in computer science, electrical engineering, mechanical engineering, applied math, or related fields (or equivalent experience)
  • 15+ years of proven experience building ML systems for autonomous vehicles or similar robotics applications
  • Deep understanding of large language models (LLM) and transformers
  • Hands on experience building large scale production ML systems and deploying them at scale
  • Excellent leadership and track record for innovation to help us build the next generation of our ML based planning solutions
  • Experience with deep neural network (DNN) training, inference and optimization in leading frameworks (Pytorch, Tensorflow, TensorRT, etc.)
  • Excellent understanding of the mathematical foundations of machine learning and deep learning

Responsibilities

  • Researching, implementing, and evaluating deep-learning-based methods for prediction and planning for Motional’s Autonomous Vehicle products.
  • Leading, Designing, running, and analyzing experiments and testing to evaluate the efficiency of our solutions on real-world data.
  • Partnering with system software engineering specialists to ship industrial strength ML models.
  • Communicating and collaborating with multi-functional teams.
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271,000 - 373,000 USD per year
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