Senior ML Platform Engineer - AD/ADAS
Woven by Toyota3 months ago
Base Salary
$140k - $230k/yr
Responsibilities
- Design, build, maintain, optimize, and support ML platform systems and tools for perception, prediction, and planning development.
- Develop tooling, frameworks, and libraries for ML modeling, performance tracking, and failure-mode analysis.
- Build and maintain dataset-generation, cloud-training, and evaluation pipelines.
- Collaborate with ML and ML Platform engineers on code development and reviews.
- Optimize processes, tooling, and infrastructure while contributing to long-term systems and product strategy.
- Support ML model deployment into functionally safe AD/ADAS systems shipped in Toyota vehicles.
Requirements
- Bachelor of Science or Bachelor of Engineering in Machine Learning, Computer Science, Robotics, or a related quantitative field, or equivalent industry experience; an MS or PhD is a plus.
- At least 5 years of experience with data structures, algorithms, design patterns, and software engineering best practices.
- At least 2 years of experience with UNIX-based systems, Python, and PyTorch or TensorFlow.
- At least 2 years of experience across the full MLOps lifecycle, including data preparation, distributed training, testing, evaluation, deployment, inference optimization, and cloud and edge computing.
- Experience with Docker and CI systems such as GitHub Actions.
- Business-level English proficiency and the ability to write technical documentation.
- Preferred experience with Apache Spark, Airflow, Flyte, Flink, Ray, Rust, C++, Bazel, SIMD/SIMT parallelism, GPU programming, multithreading, Terraform, AWS, observability, Kubernetes, BigQuery, Snowflake, or Redshift.
- Preferred experience optimizing deep-learning models for specific hardware and working in self-driving, robotics, computer vision, or motion planning.
- Business-level Japanese proficiency is a plus.
Benefits
- Hybrid work arrangement requiring presence in the Palo Alto office three days per week.
- Health, wellness, dental, and vision coverage.
- 401(k) program.
- Flexible vacation policy.
- Family planning and care benefits.
- Base salary, short-term incentives, long-term incentives, and a comprehensive benefits package.
Tech Stack
Amazon RedshiftApache AirflowApache FlinkApache SparkAWSBazelC++DockerGitHub ActionsGoogle BigQueryKubernetesLinuxPythonPyTorchRustSnowflakeTensorFlowTerraform
Categories
Data EngineeringML Engineering
About Woven by Toyota
Woven by Toyota develops software for automated driving, advanced driver assistance, and software-defined vehicles, primarily for Toyota and its partners. Its products include Arene (a vehicle software platform), AD/ADAS technologies, and the Woven City test course, supported by cloud and AI infrastructure. Founded in 2023 and headquartered in Chuo-ku, Tokyo, it operates as a Toyota Motor Corporation subsidiary focused on vehicle software and mobility systems.