Software Engineer, Foundation Model Data Infra

Posted 3 Days Ago
2 Locations
158K-200K Annually
Mid level
Automotive
The Role
In this role, you will develop and maintain infrastructure for reliable data generation for Perception foundation models. Responsibilities include building data pipelines, collaborating with teams to integrate data into model training, and ensuring data quality and availability.
Summary Generated by Built In

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.

Our Perception team at Waymo is responsible for understanding and representing the world around our autonomous vehicles. Our Data Primary team within Perception ensures that we have high-quality, accessible data to power our AI systems.


In this hybrid role you will report to a Software Engineering Manager.


You will:

  • Develop infrastructure and frameworks for generating reliable, high quality data for Perception foundation model development at the tens of petabyte scale
  • Deploy and maintain end-to-end data pipelines that deliver the foundation model data
  • Curate and deliver data sets, for both nominal and rare instances, that support the diverse ML tasks for Perception foundation models
  • Collaborate with foundation model, Perception evaluation, and ML infrastructure teams to integrate data generation into model training and evaluation frameworks
  • Collaborate with production teams to deploy foundation models in deployment settings
  • Responsible for infrastructure reliability, data availability, and data quality


You have:

  • Outstanding programming skills in C++, or Python
  • Hands-on experience building large-scale data processing and retrieval systems and pipelines: Apache Spark, Apache Beam, Google Cloud Dataflow, AWS Data Pipeline, or Faiss
  • 3+ years of experience in ML data engineering, including data pipelines, data curation, and data balancing
  • 3+ years of experience working in integrated settings to support data users and collaborating with our infrastructure partners; customer-oriented mindset
  • MS and 1+ years of industrial experience, or equivalent



#LI-Hybrid

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

$158,000$200,000 USD

Top Skills

C++
Python
The Company
Mountain View, CA
2,359 Employees
On-site Workplace
Year Founded: 2009

What We Do

Waymo is an autonomous driving technology company with a mission to make it safe and easy for people and things to move around. With the Waymo Driver, we can improve the world’s mobility while saving thousands of lives.
Waymo reaches out to candidates from official channels only (e.g. directly from @waymo.com email addresses, or through our recruiters or sourcers who are noted as such on LinkedIn). We do not contact candidates about career opportunities through instant messaging apps like Telegram, email addresses from domains other than waymo.com (such as Gmail addresses), direct messages on Twitter, Facebook, and Instagram, or text messages. Visit waymo.com to check out our official job listings.

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