About Woven by Toyota 🚗
Woven by Toyota, part of the Toyota Group, is transforming mobility through human-centric innovation. With AD/ADAS technology, automotive software platform Arene OS, mobility test course Toyota Woven City, and growth fund Woven Capital, we're pioneering the movement of people, goods, information, and energy, creating a future of enhanced safety, connectivity, and well-being for all.
Team 👥
Toyota is redefining mobility, challenging the current state by enhancing the movement of people, goods, information, and energy. Centered around three core concepts - A Living Laboratory™, Human-Centered, and Ever Evolving City™ - Woven City serves as a test course for mobility to fulfill our purpose of well-being for all.
We bring together a diverse community passionate about the future of mobility to co-create, develop, and refine innovative products and services. This cross-section of social infrastructure, mobility, and people provides a unique opportunity for inventors, residents, and visitors to interact with new technologies seamlessly in a real-city environment.
Who Are We Looking For? 🔎
We seek a Senior Research Scientist passionate about enabling a novel digital twin platform, a key catalyst for innovations in Woven City. While Woven City is a 'living laboratory,' inventors should ideally test their ideas in a virtual environment before real-world implementation. The platform will accelerate innovations by providing a city-scale simulation and testing environment for ideas, services, and products. It will simulate and digitally reproduce various city activities, such as residents' daily life, traffic dynamics, and energy consumption, requiring complex interactions between agents and the environment. We seek someone who loves the vision of the digital twin platform and conducts cutting-edge research that will drive unique features and capabilities of the platform.
Responsibilities 🛠️
- Conduct research on one or more of the following topics in the Digital Twin context:
- AI-based agent modeling
- AI-assisted logic generation
- Real scene digitization as input for simulation
- Data-Driven simulation and optimization
- Survey and evaluate state-of-the-art methods
- Have regular update sessions and discussions with team members and present achievements
- Produce reports and/or publishable research/patents
- Provide guidance to bring research into product
Minimum Qualifications 🎓
- PhD in Computer Science, machine learning, related field, or equivalent experience
- Demonstrated ability to set the agenda for applied AI research and publish research
- Research experience in generative AI, video understanding, NLP, RL, Graphical models (e.g., GNN), or related areas (e.g., OR, optimization)
- Experience in software development with Python using ML framework (e.g., pytorch, keras, etc.)
- Proficiency in business-level English
Nice to Haves ✨
- Publication in well-recognized journal or conference venues (e.g., CVPR, ICML, ICLR, NeurIPS, ICCV) or experience in industrial lab
- Experience with practical training considerations (e.g., scaling, failure modes, tuning)
- Familiarity with modern experimental management tools (e.g., MLFlow, Wandb)
- Knowledge or proficiency in digital twin technologies
- Familiarity with modern software engineering tooling (e.g., git, IDE) and best practices, preferably in a cloud environment (e.g., AWS)
Important Points 📝
- All interviews will be arranged via Google Meet unless otherwise stated.
- The same job descriptions are available in English and Japanese; please apply to only one version.
- We kindly request that you submit your resume in English if possible. However, Japanese resumes are also acceptable. Please note that, depending on the English proficiency requirements of the role, we may request an English version of your resume later in the process.
What We Offer 🎁
- Competitive Salary - Based on experience
- Work Hours - Flexible working time
- Paid Holiday - 20 days per year (prorated)
- Sick Leave - 6 days per year (prorated)
- Holiday - Sat & Sun, Japanese National Holidays, and other days defined by our company
- 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)
Our Commitment 🤝
- 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.
