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About the Role
Woven by Toyota is enabling Toyota’s transformation into a mobility company by challenging the current state of mobility through human-centric innovation. Our work centers on AD/ADAS, Arene, Woven City, and Cloud & AI, aiming for a world with zero accidents and enhanced well-being for all.
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 to support the overall ML engineering effort.
- Build and maintain efficient dataset generation, cloud training, and evaluation pipelines.
- Develop and review code with other ML and ML Platform engineers.
- Optimize current processes, tooling, and supporting infrastructure.
- Work in a high-velocity environment and employ agile development practices.
- Work in a hybrid workspace, with the requirement to be present in our Nihonbashi (Japan) office three days per week.
Requirements
- BSc / BEng (MS / PhD nice-to-have) in Machine Learning, Computer Science, Robotics or related quantitative fields, or equivalent industry experience.
- 3+ years of experience with data structures, algorithms, design patterns, and software engineering best practices.
- 1+ years of experience with UNIX-based systems (Linux or similar), Python, and PyTorch/Tensorflow.
- 1+ years of experience in the full MLOps cycle covering data cleansing, data sampling, data curation, pre-processing, efficient data loading, distributed training, testing, evaluation, deployment, inference optimization and deployment in the cloud and on edge compute platforms.
- Experience with Docker and CI systems such as GitHub Actions.
- Business-level proficiency in English, able to write technical documents.
Skills
- Machine Learning
- Computer Science
- Robotics
- UNIX-based systems
- Python
- PyTorch
- Tensorflow
- MLOps
- Docker
- CI systems
- GitHub Actions
- Apache Spark
- Airflow
- Flyte
- Flink
- Ray
- Rust
- C++
- Bazel
- SIMD/SIMT parallelism
- GPU programming
- Multithreading
- Terraform
- AWS
- Observability
- Kubernetes
- Google Big Query
- Snowflake
- AWS Redshift
- Self-driving
- Computer vision
- Motion planning
- Japanese
Location
- Nihonbashi, Japan
Work Type
- Hybrid
Experience Level
- 3+ years of experience
- 1+ years of experience
Education Level
- BSc / BEng
- MS / PhD
Salary/Compensations
- Competitive Salary - Based on experience
Benefits
- Flexible working time
- 20 days per year Paid Holiday (prorated)
- 6 days per year Sick Leave (prorated)
- Sat & Sun, Japanese National Holidays, and other days defined by our company Holiday
- Japanese Social Insurance - Health Insurance, Pension, Workers’ Comp, and Unemployment Insurance, Long-term care insurance
- Housing Allowance
- Retirement Benefits
- Rental Cars Support
- In-house Training Program (software study/language study)
About the Company
- 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.
- Our work centers on four pillars: AD/ADAS, our autonomous driving and advanced driver assist technologies; Arene, our software development platform for software-defined vehicles; Woven City, a test course for mobility; and Cloud & AI, the digital infrastructure powering our collaborative foundation.
- Business-critical functions empower these teams to execute, and together, we’re working toward one bold goal: a world with zero accidents and enhanced well-being for all.
- At Woven by Toyota, we tackle Autonomy challenges at the intersection of AI, Robotics, and Advanced Driving.
- Our work involves a variety of challenges, such as analyzing petabytes of multimodal driving data, solving optimization problems, minimizing latency on hardware accelerators, deploying scalable and efficient machine learning (ML) training and evaluation pipelines, and designing novel neural network architectures to advance state-of-the-art ML for Perception, Prediction, and Motion Planning.
- We are looking for doers and creative problem solvers to join us in improving mobility for everyone with human-centered automated driving solutions for personal and commercial applications.
Equal Opportunity
- We are an equal opportunity employer and value diversity.
- Any information we receive from you will be used only in the hiring and onboarding process. Please see our privacy notice for more details.