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About the Role
Woven by Toyota is enabling Toyota’s transformation into a mobility company by challenging the current state of mobility through human-centric innovation. Our work centers on AD/ADAS, Arene, Woven City, and Cloud & AI, with business-critical functions empowering these teams to achieve a world with zero accidents and enhanced well-being for all.
Responsibilities
- Develop data strategies for collecting, sampling, labeling, handling, and using data from market, test vehicles, and simulators to improve machine learning model performance for camera images in the perception stack.
- Design and improve scalable data pipelines and automation for machine learning and performance evaluation.
- Analyze large-scale data to identify characteristics and propose technical solutions for machine learning and performance evaluation.
- Lead data-related activities within the team and across the company in collaboration with the Toyota group, enhancing team members' data science capabilities.
Requirements
- 2+ years of experience in AD/ADAS, Robotics, or Computer Vision.
- 2+ years of experience in data science or related areas, including theoretical aspects like machine learning (deep learning, statistical analysis, and mathematical modeling).
- Experience writing software using Python for data science (numpy, scipy, scikit, pandas), databases, and cloud platform services (AWS, GCP, Azure).
- Bachelor's degree in science or engineering.
- Business-level proficiency in English.
Skills
- Python
- Numpy
- Scipy
- Scikit
- Pandas
- Database
- AWS
- GCP
- Azure
- Machine Learning
- Deep Learning
- Statistical Analysis
- Mathematical Modeling
- Computer Vision
- Camera Image Processing
- Docker
- Kubernetes
- Jenkins
- GitHub Actions
Location
- Nihonbashi office
Work Type
- Hybrid
Experience Level
- 2+ years experience
- 5+ years experience
- 3+ years tech experience
Education Level
- Bachelor's degree
- Master's degree
- Ph.D.
Salary/Compensations
- Competitive Salary - Based on experience
Benefits
- Flexible working time
- 20 days paid holiday per year (prorated)
- 6 days sick leave per year (prorated)
- Japanese Social Insurance (Health Insurance, Pension, Workers’ Comp, Unemployment Insurance, Long-term care insurance)
- Housing Allowance
- Retirement Benefits
- Rental Cars Support
- In-house Training Program (software study/language study)
About the Company
- Woven by Toyota is enabling Toyota’s once-in-a-century transformation into a mobility company.
- Inspired by a legacy of innovating for the benefit of others, our mission is to challenge the current state of mobility through human-centric innovation — expanding what “mobility” means and how it serves society.
- Our work centers on four pillars: AD/ADAS, our autonomous driving and advanced driver assist technologies; Arene, our software development platform for software-defined vehicles; Woven City, a test course for mobility; and Cloud & AI, the digital infrastructure powering our collaborative foundation.
- Business-critical functions empower these teams to execute, and together, we’re working toward one bold goal: a world with zero accidents and enhanced well-being for all.
Equal Opportunity
- 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.