Senior ML Platform Engineer - AD/ADAS
Woven by ToyotaBase 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
Categories
About Woven by Toyota
Woven by Toyota exists to accelerate Toyota’s once-in-a-century transformation from a car company into a mobility company. Rooted in a legacy of reinvention, we carry forward a singular founding principle: to innovate for the benefit of others. Today, we are driving this transformation from two vantage points: redefining how vehicles are built, experienced, and connected to the world to realize a true software-defined vehicle, and reimagining how people, goods, information, and energy move and interact in society to empower individuals from all walks of life. Through these two lenses, we combine bold innovation with real-world execution, bridging the gap between present and future to help Toyota evolve its business and its role in society.