Woven by Toyota

Woven by Toyota

Senior ML Platform Engineer - AD/ADAS

Palo Alto, CA · Senior

Sponsorship not specified$140k-$230kDetected 7 days ago
PythonC++Data StructuresAlgorithmsGitSnowflakeRedshiftAWSDockerKubernetesTerraformLinuxPlatform EngineeringMachine LearningPyTorchSparkAirflowComputer VisionMLOpsRoboticsCollaboration

About the role

  • We are looking for individuals who exhibit a "giver" mindset, consistently seeking opportunities to assist their colleagues while maintaining a strong focus on delivering solutions to production.

Responsibilities

  • Design, build, maintain, optimize and support the ML Platform's systems and tools for perception, prediction, and planner development, allowing numerous ML engineers to effectively & efficiently iterate on dataset curation, ML modeling, training, evaluation and deployment of ML models into our functionally safe AD/ADAS stack, shipped in millions of Toyota vehicles.
  • Develop user-friendly tooling, frameworks and libraries to support the overall ML engineering effort, from ML modeling, to tracking performance metrics and introspecting failure modes.
  • Build and maintain efficient dataset generation, cloud training and evaluation pipelines.
  • Develop and review code with other ML and ML Platform engineers to facilitate rapid incremental improvements.
  • Optimize the current processes, tooling and supporting infrastructure to accelerate the overall ML engineering effort, and contribute to the long term strategy for several of our systems and products.
  • We are committed to creating a modern work environment that supports our employees and their loved ones.

Requirements

  • 5+ years of experience with data structures, algorithms, design patterns, and software engineering best practices.
  • 2+ years of experience with UNIX-based systems (Linux or similar), Python, and PyTorch/Tensorflow.
  • Experience with Docker and CI systems such as GitHub Actions.
  • Business-level proficiency in English, able to write technical documents (e.g., for software documentation).
  • 2+ years of experience with Apache Spark, Airflow, Flyte, Flink, Ray, or similar ML pipelines technologies.
  • Experience with SIMD/SIMT parallelism, GPU programming, multithreading.
  • Experience with Terraform, AWS, Observability, and Kubernetes in production.
  • Experience with Google Big Query, Snowflake or AWS Redshift in production.
  • Experience working in a fast-paced environment, collaborating across teams and disciplines.
  • Business-level proficiency in Japanese.

Compensation

  • The base pay for this position ranges from $ 140,000 - $ 230,000 a year.

Benefits

  • ・Excellent health, wellness, dental and vision coverage
  • ・Flexible vacation policy
  • ・Family planning and care benefits

Company info

  • Woven by Toyota is enabling Toyota's once-in-a-century transformation into a mobility company.
  • Inspired by a legacy of innovating for the benefit of others, our mission is to challenge the current state of mobility through human-centric innovation - expanding what "mobility" means and how it serves society.
  • We offer many options of the best programs to allow you to do your most meaningful work and to help you shape the future of mobility.

Equal opportunity

  • ・We are an equal opportunity employer and value diversity.
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This listing is sourced directly from Woven by Toyota's careers page and normalized into a canonical job model.