Waymo

ML Engineer, Foundation Model Infrastructure

Waymo

full-time

Posted on:

Location Type: Hybrid

Location: Mountain ViewCaliforniaUnited States

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Salary

💰 $204,000 - $259,000 per year

About the role

  • Build and operate the petabyte-scale data systems and ML pipelines at the heart of Waymo's foundation model development
  • Shepherd cutting-edge foundation models from research prototypes to robust components within the Waymo Driver
  • Create the automated infrastructure for rigorously benchmarking, continuously monitoring, and safely releasing models
  • Wield large-scale compute and frameworks like Flume and JAX to process massive datasets and train/deploy complex models
  • Drive significant leaps in the speed, reliability, and efficiency of the end-to-end ML development lifecycle
  • Partner with AI Foundations, ML, and Platform experts to transform model innovations into tangible on-road improvements

Requirements

  • Masters degree in Computer Science, Machine Learning, Robotics, similar technical field of study, or equivalent practical experience
  • Proficiency in Python
  • Proficiency in C++
  • Familiarity with one of the modern deep learning frameworks (e.g. Pytorch, JAX, Tensorflow)
  • Experience building or maintaining large-scale data pipelines or ML infrastructure (e.g., Flume, Spark, Borg, Kubeflow)
Benefits
  • Waymo employees are also eligible to participate in Waymo’s discretionary annual bonus program
  • Equity incentive plan
  • Generous Company benefits program, subject to eligibility requirements.

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
PythonC++deep learningmachine learningdata pipelinesML infrastructurebenchmarkingmodel deploymentdata processingmodel training
Soft skills
collaborationproblem-solvingcommunicationleadershiporganizational skills
Certifications
Masters degree in Computer ScienceMasters degree in Machine LearningMasters degree in Robotics