Talent.com
Senior Software Engineer, ML Evaluation (Infrastructure)
Senior Software Engineer, ML Evaluation (Infrastructure)Waymo • Mountain View, CA, United States
Senior Software Engineer, ML Evaluation (Infrastructure)

Senior Software Engineer, ML Evaluation (Infrastructure)

Waymo • Mountain View, CA, United States
2 days ago
Job type
  • Full-time
Job description

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 Predictive Planning team (PrePlan) develops and deploys state-of-the-art machine learning solutions that predict the future state of the world and plan the Waymo Driver's behavior. Our mission is to transform Waymo's unprecedented scale of driving data into robust, generalizable, and performant deep neural networks. These models enable the autonomous vehicle to navigate complex environments safely and efficiently.

The team's work touches on all of the most exciting aspects of machine learning, including but not limited to Large Language Models (LLMs), Reinforcement Learnings (RL), and Vision understanding. In this role, you will ensure that our systems remain reliable in the face of this rapid, experiment-driven development.

In this hybrid role, you will report to a Technical Lead Manager.

You will :

  • Collaborate with Machine Learning Engineers, Data Scientists, and ML Infrastructure Engineers to surface signals on model, component, and system performance
  • Develop, scale, and maintain CI / CD pipelines for automating metric computation, aggregation, and monitoring
  • Build data management tooling to improve reproducibility and scale analyses automatically as Waymo drives more miles
  • Collaborate with ML and product teams to define evaluation criteria and translate those into metrics and targets
  • Stay current with emerging technologies and trends in ML evaluation and metrics design.
  • Be aware of best practices used in the Alphabet stack of ML technologies (e.g. TF, JAX, Flax, Beam etc).

You have :

  • B.S. or higher in Computer Science, Math, or equivalent real-world experience
  • 4+ years building and maintaining high-scale distributed or ML inference systems
  • Coding and testing skills, specifically Python / C++
  • Familiarity with large-scale fleet management, testing, and deployment, e.g. : GCP / AWS / Kubernetes, Jenkins, GCS / S3, etc.
  • Familiarity with large-scale ML tools, e.g. : tf.serving / Torchserve, Kubeflow / Sagemaker Pipelines / Vertex AI Pipelines, etc.
  • Understanding of Machine Learning fundamentals and experience with popular ML frameworks such as JAX, PyTorch, or TensorFlow.
  • We prefer :

  • Experience developing and maintaining evaluation pipelines for ML models
  • Experience deploying and supporting machine learning models for computer vision, natural language processing, robotics / motion planning, or recommendation systems.
  • Experience supporting a large team of MLEs developing high-capacity, production-grade models and components
  • Strong understanding of metrics computation and regression detection at scale
  • 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

    $204,000-$259,000 USD

    Create a job alert for this search

    Senior Software Engineer Infrastructure • Mountain View, CA, United States

    Related jobs
    Senior Software Engineer, Quantitative Evaluations

    Senior Software Engineer, Quantitative Evaluations

    Waymo • Mountain View, CA, United States
    Full-time
    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 buildin...Show more
    Last updated: 2 days ago • Promoted
    Sr. Software Engineer, Autonomy Evaluation

    Sr. Software Engineer, Autonomy Evaluation

    Nuro • Mountain View, CA, United States
    Full-time
    Nuro is a self-driving technology company on a mission to make autonomy accessible to all.Founded in 2016, Nuro is building the world's most scalable driver, combining cutting-edge AI with automoti...Show more
    Last updated: 30+ days ago • Promoted
    Senior Applied AI Engineer – ML for Systems & Infrastructure

    Senior Applied AI Engineer – ML for Systems & Infrastructure

    Databricks Inc. • San Francisco, CA, United States
    Full-time
    Senior Applied AI Engineer – ML for Systems & Infrastructure.The Applied AI team at Databricks sits at the forefront of advancing GenAI-powered products. Over the past years, we’ve launched Databric...Show more
    Last updated: 30+ days ago • Promoted
    Senior Software Engineer, Ads ML Infrastructure - USDS

    Senior Software Engineer, Ads ML Infrastructure - USDS

    Tik Tok • San Jose, CA, United States
    Full-time
    About the team The ads system at TikTok USDS operates on a massive scale and serves millions of advertisers, clients and influencers across the world. The quality of the ads system highly depends on...Show more
    Last updated: 30+ days ago • Promoted
    Software Engineer, ML Infrastructure, Level 5

    Software Engineer, ML Infrastructure, Level 5

    Snap • Palo Alto, CA, United States
    Full-time
    Snap Inc () is a technology company.We believe the camera presents the greatest opportunity to improve the way people live and communicate. Snap contributes to human progress by empowering people to...Show more
    Last updated: 2 days ago • Promoted
    AI / ML - Senior OS Software Engineer, Evaluation

    AI / ML - Senior OS Software Engineer, Evaluation

    Apple • Cupertino, CA, United States
    Full-time
    We are looking for an experienced software engineer to build Experimentation platforms to empower Apple engineers in delivering great user experiences. We are addressing key challenges to accelerate...Show more
    Last updated: 30+ days ago • Promoted
    Software Engineer, Metrics, GenAI Model Evaluation

    Software Engineer, Metrics, GenAI Model Evaluation

    Tesla • Palo Alto, CA, United States
    Full-time
    The AI Evaluation team is the main line of defense in ensuring customer safety.Working alongside our AI team, you will design metrics that utilize fleet data and run on large inference clusters to ...Show more
    Last updated: 30+ days ago • Promoted
    Senior Software Engineer - ML Infrastructure

    Senior Software Engineer - ML Infrastructure

    Plaid • San Francisco, CA, United States
    Full-time
    Senior Software Engineer - ML Infrastructure.Plaid is evolving into an AI-first company, where data and machine learning are the key enablers of smarter, more secure insight products built on top o...Show more
    Last updated: 30+ days ago • Promoted
    Senior Software Engineer, ML Data Infrastructure

    Senior Software Engineer, ML Data Infrastructure

    Nuro • Mountain View, CA, United States
    Full-time
    Nuro exists to better everyday life through robotics.Founded in 2016, Nuro is a leading autonomous technology company with vehicles on road today in California and Texas. The company's core technolo...Show more
    Last updated: 30+ days ago • Promoted
    Senior Software Engineer, Machine Learning Infrastructure - Generative AI

    Senior Software Engineer, Machine Learning Infrastructure - Generative AI

    San Francisco Staffing • San Francisco, CA, United States
    Full-time
    DoorDash Data Scientist And ML Engineer Opportunity.DoorDash is building the world's most reliable on-demand logistics engine. Behind the scenes, our Machine Learning Platform (MLP) powers critical ...Show more
    Last updated: 11 hours ago • Promoted • New!
    Senior Software Engineer, Model Evaluation - Simulation

    Senior Software Engineer, Model Evaluation - Simulation

    Waymo • Mountain View, CA, United States
    Full-time
    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 Wa...Show more
    Last updated: 30+ days ago • Promoted
    Software Engineer, Onboard Evaluation

    Software Engineer, Onboard Evaluation

    Waymo • Mountain View, CA, United States
    Full-time
    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 buildin...Show more
    Last updated: 30+ days ago • Promoted
    Senior Software Engineer, Data Platform - Experimentation & Evaluation

    Senior Software Engineer, Data Platform - Experimentation & Evaluation

    Tik Tok • San Jose, CA, United States
    Full-time
    Team Introduction Our mission in experimentation and evaluation team is to build the next-gen A / B testing platform, that empowers the company to make data-driven decision for the products.The suppo...Show more
    Last updated: 30+ days ago • Promoted
    Senior Software Engineer, Ads ML Infrastructure

    Senior Software Engineer, Ads ML Infrastructure

    Tik Tok • San Jose, CA, United States
    Full-time
    About the team The ads system at TikTok operates on a massive scale and serves millions of advertisers, clients and influencers across the world. The quality of the ads system highly depends on the ...Show more
    Last updated: 30+ days ago • Promoted
    Senior, Software Engineer - MLE

    Senior, Software Engineer - MLE

    Walmart • Sunnyvale, CA, United States
    Full-time +1
    We are seeking a highly motivated Machine Learning Engineer to join our Data Science team.In this role, you will not only design, develop, and deploy machine learning models at scale but also play ...Show more
    Last updated: 2 days ago • Promoted
    AIML - Sr. Software Engineer, Evaluation

    AIML - Sr. Software Engineer, Evaluation

    Apple • Cupertino, CA, United States
    Full-time
    Apple is where individual imaginations gather together, committing to the values that lead to great work.Every new product we build, service we create, or Apple Store experience we deliver is the r...Show more
    Last updated: 2 days ago • Promoted
    Senior Software Engineer, ML Evaluation (Infrastructure)

    Senior Software Engineer, ML Evaluation (Infrastructure)

    Waymo • San Francisco, CA, United States
    Full-time
    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 buildin...Show more
    Last updated: 2 days ago • Promoted
    AIML - Sr. Software Engineer, Privacy and Evaluation

    AIML - Sr. Software Engineer, Privacy and Evaluation

    Apple • Santa Clara, CA, United States
    Full-time
    Imagine what you could do here.At Apple, new ideas have a way of becoming great products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no tel...Show more
    Last updated: 30+ days ago • Promoted