シニア機械学習エンジニア・Energy Products
Woven by Toyota3 months ago
Tokyo, JapanSenior
Responsibilities
- Design, develop, and deploy an optimization engine that controls BEV charging and discharging to minimize household energy costs.
- Build, train, and evaluate machine learning and optimization models for energy price, demand, vehicle usage, and control or optimization problems.
- Collaborate with engineers and product managers to understand complex requirements and adjust development direction.
- Lead communication with internal and external stakeholders, clarify technical issues, and guide them toward resolution.
- Coordinate with related product development teams to ensure the product technology works effectively and seamlessly.
- Mentor team members and promote engineering best practices through documentation, collaboration, and improved code quality.
Requirements
- Bachelor’s degree in information engineering or a similar field.
- At least seven years of experience in machine learning, optimization, or data science.
- Strong programming skills, particularly in Python and Go, and experience with machine learning frameworks.
- Experience taking machine learning models from prototypes into production products.
- Knowledge of cloud computing platforms such as AWS.
- Strong business communication skills with stakeholders.
- Extensive experience designing core system components.
- Ability to think, design, and code from the user’s perspective.
- Passion for solving complex problems and learning new technologies and methods.
- Business-level Japanese and English proficiency.
- Preferred experience with Docker or other container technologies, Kubernetes or other container orchestration systems, build systems, continuous integration or deployment, and GPU computing for machine learning components.
Benefits
- Flexible working hours.
- 20 days of annual paid leave, with first-year entitlement varying by joining month.
- Six days of annual sick leave, with first-year entitlement varying by joining month.
- Weekends, public holidays, and other company-designated holidays off.
- Health, pension, workers’ compensation, employment, and long-term care insurance.
- Housing allowance, retirement benefits, rental car support, and internal software and language training.
- Interviews are generally conducted through Google Meet.
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.