Senior Staff Technical Lead / Manager, Simulation Evaluation

Overview

Waymo is an autonomous driving technology company with the mission to be the world's 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's fully autonomous ride-hail service and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over ten million rider-only trips, enabled by its experience autonomously driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states.

The Driver Understanding and Evaluation team at Waymo develops a rich understanding of Waymo Driver's behavior. With over 1 million driverless miles per week, it is critical that Waymo can understand and assess the behavior of all its vehicles - both in the field and in simulation - with automated algorithms. We are using state of the art machine learning in our evaluation to ensure we can scale to meet Waymo's goals. We collaborate across teams to bring insights and applicable metrics to teams working on the onboard software and the rider experience. We build and operate large-scale machine learning and data systems, simulation workflows, and insight tools. We combine expert human judgements and advanced machine learning models to deliver training and evaluation data for the Waymo driver. We are looking for researchers and software engineers who are passionate about developing production grade machine learning systems for our autonomous vehicles and have an incessant drive to improve the performance of our technology stack.

You will report to our Simulation and Evaluation Director in a hybrid role.

Responsibilities

• Lead the development of evaluation methodologies for Foundation Models and production models : Research and propose new ways to assess the quality, safety, and realism of ML models used to create driving plans, agent trajectories and other core inputs to driving. This includes exploring new metrics, statistical analysis, and validation techniques applicable to both Waymo Research's modern Foundation Models and the production models deployed in the Waymo Driver.
• Be an expert in Waymo's AI efforts, focused on measurement.
• Lead and contribute directly to the design of ML evaluation tools : Develop, and improve evaluation tools that allow model hillclimbing and inform production model release decisions. You will collaborate with engineers to define requirements, designing new features, and providing support for these tools, ensuring they meet the needs of both research and production environments.
• Partner with teams in Planner and Research to launch new and improved ML evaluation products that directly address our requirements, ensuring that evaluations are aligned with the goals of the Waymo Driver and our goals.
• Use Waymo's industry-leading datasets and evaluation frameworks : Establish evaluation frameworks to conduct reliable evaluations, ensuring that model improvements translate into measurable gains in fleet-wide performance.
• Employ creative simulation strategies to measure the driving performance of generative AI models : Identify potential edge cases, and provide reliable performance insights that inform model development and deployment. Build data pipelines for signal discovery, data labeling, feature extraction and metric computation based on large-scale simulations.
• Manage an experienced team of SWE, DS and ML experts.

Qualifications

Preferred

Compensation and Location

The expected base salary range for this full-time position across US locations is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level. Your recruiter can share more about the specific salary range for the role location or, if the role can be performed remote, the specific salary range for your preferred location, during the hiring process.

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.

Salary Range

$281,000 — $356,000 USD

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