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About the Role
Woven by Toyota is contributing to Toyota's once-in-a-century transformation into a mobility company. Inspired by a history of inventing for others, our mission is to expand the definition of mobility, extend how mobility can serve society, and challenge the norms of mobility with people-centric innovation. We operate around four pillars: AD/ADAS, Arene, Woven City, and Cloud & AI. We are committed to realizing a "zero-accident society" and "mass production of happiness."
Responsibilities
- Formulate data strategies for collecting, sampling, labeling, handling, and utilizing vast amounts of data from markets, test vehicles, and simulators.
- Contribute to improving the performance of machine learning models for recognition stacks for camera images deployed in millions of vehicles.
- Design and improve scalable data pipelines and automation for machine learning and performance evaluation.
- Analyze large-scale data to understand its characteristics and propose technical solutions for machine learning and performance evaluation.
- Lead data-related activities within the team and across the company, including collaboration with the Toyota Group, and enhance the data science capabilities of team members.
Requirements
- 5+ years of experience in the industry or research field of AD/ADAS, robotics, or computer vision.
- 3+ years of experience in data science or a related field, including machine learning theory (deep learning, statistical analysis, mathematical modeling, etc.).
- Software development experience using Python for data science (numpy, scipy, scikit, pandas), databases, and cloud platform services (AWS, GCP, Azure).
- Bachelor's degree in a science or engineering field.
- Business-level English proficiency.
Skills
- Machine Learning
- Deep Learning
- Statistical Analysis
- Mathematical Modeling
- Python
- Numpy
- Scipy
- Scikit
- Pandas
- Databases
- AWS
- GCP
- Azure
- Computer Vision
- Data Science
- Software Development
- Data Strategy
- Data Pipelines
- Automation
- Data Analysis
- Recognition Technology
Location
- Nihonbashi Office
Work Type
- Hybrid
Experience Level
- 5+ years of experience in AD/ADAS, robotics, or computer vision
- 3+ years of experience in data science or a related field
- 2+ years of experience in technical lead or management roles in data science or related fields for business applications
Education Level
- Bachelor's degree in a science or engineering field
- Master's degree or Ph.D. in a related field (preferred)
- 5+ years of experience in data science or a related field (preferred)
Salary/Compensations
- Industry-standard salary commensurate with experience
Benefits
- Flexible working hours
- Annual paid leave: 20 days per year (prorated for the first year based on start month)
- Sick leave: 6 days per year (prorated for the first year based on start month)
- Holidays: Saturdays, Sundays, national holidays, and other days designated by the company
- Social insurance: Health insurance, Employees' Pension Insurance, Industrial Accident Insurance, Employment Insurance, Long-Term Care Insurance
- Housing allowance
- Retirement plan
- Rental car support
- In-house training programs (software learning, language learning)
About the Company
- Woven by Toyota is contributing to Toyota's once-in-a-century transformation into a mobility company.
- Our mission is to expand the definition of mobility, extend how mobility can serve society, and challenge the norms of mobility with people-centric innovation.
- We operate around four pillars: AD/ADAS, Arene, Woven City, and Cloud & AI.
- We are committed to realizing a "zero-accident society" and "mass production of happiness."
Equal Opportunity
- We provide equal employment opportunities and respect diversity.
- Personal information received will be used solely for recruitment and onboarding purposes. Please refer to our Privacy Policy for details.