Senior Machine Learning Engineer, Energy Products
Woven by Toyota3 months ago
Tokyo, JapanSenior
Responsibilities
- Design, develop, and deploy optimization engines that control BEV charging and discharging to minimize household energy costs.
- Build, train, and evaluate machine learning and optimization models for energy price, demand, and vehicle-usage forecasting and control optimization.
- Collaborate with engineers and product managers to align development with complex product and technical needs.
- Identify technical issues, propose solutions, and lead communication with internal and external stakeholders.
- Work with integration teams to ensure newly developed technologies operate usefully and seamlessly.
- Mentor team members and promote engineering best practices through documentation, collaboration, and code quality.
Requirements
- Bachelor’s degree in Computer Science or an equivalent area.
- At least seven years of relevant experience in machine learning, optimization, or data science.
- Strong programming skills, particularly in Python and Go, and experience with ML frameworks.
- Experience taking machine learning models from prototype to production.
- Knowledge of at least one cloud compute platform, such as AWS.
- Strong business communication skills with stakeholders.
- Experience designing core, well-tested building blocks that other teams can rely on.
- Ability to design and code from the user’s perspective.
- Business-level proficiency in Japanese and English.
- Experience with Docker and Kubernetes is preferred.
- Experience with build systems and continuous integration or continuous deployment is preferred.
- Experience with GPU compute for machine learning components is preferred.
Benefits
- Competitive salary based on experience.
- Flexible working time.
- 20 paid holiday days per year, prorated.
- Six sick-leave days per year, prorated.
- Saturdays, Sundays, 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.
- Rental cars support.
- In-house software and language training programs.
- Interviews are conducted via Google Meet unless otherwise stated.
- Applicants may apply to either the English or Japanese version of the posting; English resumes are preferred, while Japanese resumes are accepted.
Tech Stack
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.