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
6 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 Kubernetes & Infrastructure Engineer

    Senior Kubernetes & Infrastructure Engineer

    Third Wave Automation • Union City, California, United States
    Full-time
    Third Wave Automation is a rapidly growing startup that has demonstrated its core technology components, proven its market fit, and just closed its Series C funding. If you are excited about cutting...Show more
    Last updated: 19 days ago • Promoted
    Software Engineer, ML Infra

    Software Engineer, ML Infra

    Newsbreak • Mountain View, California, United States
    Full-time
    NewsBreak is redefining the way users interact with local news and their communities.By bridging local users, local content creators, and local businesses, our mission is to foster safer, more vibr...Show more
    Last updated: 30+ 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
    Senior ML Engineer

    Senior ML Engineer

    Typeface • Palo Alto, California, United States
    Full-time
    Typeface is on a mission to help everyone express their unique imagination.We believe technology is a creative partner that empowers any company to tell their unique stories faster and easier than ...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
    Cloud Infrastructure Developer (Subject Matter Expert (SME))

    Cloud Infrastructure Developer (Subject Matter Expert (SME))

    Siri InfoSolutions Inc • Brookdale, California, USA
    Full-time
    I have an Urgent position as a.Cloud Infrastructure Developer (Subject Matter Expert (SME)).Role : Cloud Infrastructure Developer. The Client is seeking a highly skilled Infrastructure Subject Matter...Show more
    Last updated: 18 days ago • Promoted
    Senior Software Engineer - ML Infrastructure

    Senior Software Engineer - ML Infrastructure

    Applied Intuition • Sunnyvale, CA, United States
    Full-time
    Applied Intuition is the vehicle intelligence company that accelerates the global adoption of safe, AI-driven machines.Founded in 2017 and now valued at $15 billion following its recent Series F fu...Show more
    Last updated: 6 days ago • Promoted
    Senior ML Software Development Engineer

    Senior ML Software Development Engineer

    Fortinet • Santa Clara, CA, United States
    Full-time
    Join Fortinet as a Senior Software Developer and play a pivotal role in the entire software development lifecycle of our existing and forthcoming GenAI products and more. This position offers the ch...Show more
    Last updated: 30+ days ago • Promoted
    Software Engineer - ML Performance

    Software Engineer - ML Performance

    Baseten • San Ramon, California, United States
    Full-time
    We’re a growing team of builders backed by top-tier investors, including.ML teams at enterprises and category-defining AI-native companies like. Baseten to power their core production workloads with...Show more
    Last updated: 30+ days ago • Promoted
    Software Engineer, Implant

    Software Engineer, Implant

    Neuralink • Fremont, California, United States
    Full-time
    We are creating devices that enable a bi-directional interface with the brain.These devices allow us to restore movement to the paralyzed, restore sight to the blind, and revolutionize how humans i...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 - 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: 6 days ago • Promoted
    Senior Software Engineer l, Core Infrastructure

    Senior Software Engineer l, Core Infrastructure

    Moveworks.ai • Mountain View, CA, United States
    Full-time
    As a senior member of the Core Infrastructure team, you will be responsible for architecting the next generation of the Moveworks AI infrastructure. As Moveworks grows fast, the infrastructure team ...Show more
    Last updated: 30+ days ago • Promoted
    AI / ML System Software Engineer, Senior Staff

    AI / ML System Software Engineer, Senior Staff

    D-matrix • Santa Clara, California, United States
    Full-time
    AI to power the transformation of technology.We are at the forefront of software and hardware innovation, pushing the boundaries of what is possible. We value humility and believe in direct communic...Show more
    Last updated: 30+ days ago • Promoted
    Senior ML Ops Engineer

    Senior ML Ops Engineer

    Axiado • San Jose, California, USA
    Full-time
    We are looking for a Senior MLOps Engineer to own and build the end-to-end machine learning lifecycle with a special focus on secure reliable deployment to edge devices. You are a systems thinker an...Show more
    Last updated: 12 days ago • Promoted
    Software Development Engineer

    Software Development Engineer

    Amazon • Santa Cruz, CA, USA
    Full-time
    Join Amazon's engineering team and help us build innovative solutions to complex problems.As a Software Development Engineer, you will design, develop, and test software applications and services.W...Show more
    Last updated: 24 days ago • Promoted
    DSP Software Engineer (CA)

    DSP Software Engineer (CA)

    Cooperidge Consulting Firm • Santa Cruz, California, United States
    Full-time
    Cooperidge Consulting Firm is seeking.This role offers the opportunity to contribute to.Design, develop, and maintain complex software systems. Apply advanced data structures and algorithms to solve...Show more
    Last updated: 30+ days ago • Promoted
    Senior Software Engineer

    Senior Software Engineer

    Gappify • San Ramon, California, USA
    Full-time
    Gappify founded in 2016 is a cloud-based software provider of accrual automation solutions for mid-market and enterprise accounting teams. The company is headquartered in New York City with offices ...Show more
    Last updated: 5 days ago • Promoted