Staff Data Scientist

1 day ago


Mountain View, Arkansas, United States Waymo Full time

Overview: Waymo is an autonomous driving technology company with the mission to be the most trusted driver. As a Senior Software Engineer on our ML Platform team, you will be responsible for improving the efficiency of our machine learning workflow, including feature and experiment management, model development, optimization, and monitoring.

About the Job: You will work across the entire ML stack from the system perspective, from efficient deep learning models, model compression, ML software (e.g. JAX, XLA, Triton, and CUDA), to . You will be pleasantly challenged with deploying Waymo ML models on limited computation resources.

Responsibilities:

  • Lead the collaboration with the world-class Waymo ML scientists in perception, planner, research and simulation. Identify opportunities in both systems and models to make ML workloads faster
  • Analyze and improve ML system workloads on both cloud and self-driving cars
  • Apply model optimization, efficient deep learning techniques and ML software improvements to Waymo's ML systems

Requirements:

  • M.S. in CS, EE, Deep Learning or a related field
  • 2+ years of experience as a technical lead, including writing project plans, engaging with customer teams, mentoring, responsible for goals & execution, reporting status
  • 5+ years of experience developing solutions in ML systems or ML software stack (Pytorch/JAX/TF, runtime libraries, ML compiler)
  • Deep understanding of ML system architecture, performance analysis and tools
  • Strong Python or C++ programming skills

What We Offer:

  • A competitive salary range of $226,000 - $286,000 USD
  • A generous Company benefits program, subject to eligibility requirements
  • The opportunity to work on cutting-edge autonomous driving technology


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