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Machine Learning Engineer - Model Optimization - Remote

Posted 5 weeks ago
Software Development
Full Time
USA
$192,000 - $243,000 USD/year

Overview

Waymo is an autonomous driving technology company with the mission to be the most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver powers Waymo One, a fully autonomous ride-hailing service, and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over one million rider-only trips, enabled by its experience autonomously driving tens of millions of miles on public roads and tens of billions in simulation across 13+ U.S. states.

In Short

  • Lead the effort of model-platform co-optimization for Waymo's perception foundation model
  • Dive deep to training and inference efficiency on various platforms such as TPU, GPU, and CPU
  • Collaborate with other teams, such as perception, simulation, and ML infrastructure, to drive the model optimization
  • Be curious, innovative, and productive

Requirements

  • 5+ years of experience designing and optimizing neural networks using Transformers and ConvNets
  • Experience optimizing model efficiency for either large-scale training or inference
  • Ability to learn new models and new frameworks
  • Experience optimizing ML models

Benefits

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

Waymo

Waymo is an autonomous driving technology company dedicated to becoming the most trusted driver. Originating from the Google Self-Driving Car Project in 2009, Waymo has developed the Waymo Driver, which aims to enhance mobility access and reduce traffic-related fatalities. The Waymo Driver powers Waymo One, a fully autonomous ride-hailing service, and has successfully completed over one million rider-only trips while autonomously navigating millions of miles on public roads. With a commitment to inclusivity and diverse perspectives, Waymo Operations focuses on scaling the world's first autonomous fleet and operations platform, ensuring effective deployment and management of the Waymo Driver across various markets.

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