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Senior Research Scientist

2 months ago

Mountain View, Arkansas, United States Waymo Full time
About the Role

Waymo is a leading autonomous driving technology company with a mission to be the most trusted driver. Our team is dedicated to developing machine learning solutions to address open problems in autonomous driving, with the goal of safely operating Waymo vehicles in dozens of cities and under all driving conditions.

Key Responsibilities
  • Adapt pretrained multimodal models to the domain of autonomous driving
  • Design diverse approaches of world modeling and compare their performance on driving specific tasks (scene description, motion forecasting, object tracking, and planning)
  • Develop scaling laws analysis for novel problems in autonomous driving that emerge from training, finetuning, sampling, and distillation
  • Collaborate with the planner and perception teams and coordinate cross-functional efforts
Requirements
  • Bachelor's degree in Computer Science, Machine Learning, Robotics, or similar technical field of study, or equivalent practical experience
  • 2 years of in-depth knowledge of designing and training large generative models
  • Experience troubleshooting and debugging large training jobs, and curating appropriate datasets
  • Experience in distributed training and optimization
  • Proficiency in Python
Preferred Qualifications
  • Masters or PhD, preferably in Machine Learning domain
  • Track record of publications in top-tier conferences or leading open source projects in the related fields
  • Proficiency in machine learning compiler technologies such as XLA, Triton, and distributed training libraries such as DeepSpeed
  • Experience in quantization of machine learning model
What We Offer

Waymo employees are eligible to participate in Waymo's discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements.

Salary Range

$192,000 - $243,000 USD