Senior ML Platform Engineer, AD/ADAS
Woven by Toyota4 months ago
Tokyo, JapanSenior
Responsibilities
- Design, build, maintain, optimize, and support ML Platform systems and tools for perception, prediction, and planner development.
- Develop user-friendly 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 through code development and review.
- Optimize processes, tooling, and supporting infrastructure while contributing to the long-term strategy for platform systems and products.
- Support ML engineering workflows covering dataset curation, training, evaluation, deployment, and inference optimization for AD/ADAS models.
Requirements
- Bachelor of Science or Bachelor of Engineering in Machine Learning, Computer Science, Robotics, or a related quantitative field, or equivalent industry experience; a master’s degree or PhD is preferred.
- At least five years of experience with data structures, algorithms, design patterns, and software engineering best practices.
- At least two years of experience with UNIX-based systems, Linux or similar systems, Python, and PyTorch or TensorFlow.
- At least two years of experience across the full MLOps lifecycle, including data cleansing, sampling, curation, preprocessing, efficient data loading, distributed training, testing, evaluation, deployment, inference optimization, 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, Kubernetes, Google BigQuery, Snowflake, AWS Redshift, deep-learning model optimization, self-driving, robotics, computer vision, or motion planning.
- Business-level Japanese proficiency is preferred.
Benefits
- Hybrid work requiring presence at the Nihonbashi, Japan office three days per week.
- Flexible working time.
- Twenty paid holiday days per year, prorated.
- Six sick-leave days per year, prorated.
- Weekends, Japanese national holidays, and other company-defined holidays off.
- Japanese social insurance, including health insurance, pension, workers’ compensation, unemployment insurance, and long-term care insurance.
- Housing allowance, retirement benefits, and rental-car support.
- In-house software and language training programs.
Tech Stack
Amazon RedshiftApache AirflowApache FlinkApache SparkAWSBazelC++DockerGitHub ActionsGoogle BigQueryKubernetesLinuxPythonPyTorchRustSnowflakeTensorFlowTerraform
Categories
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.