Senior Data Scientist, Perception
Woven by Toyota
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WHO ARE WE LOOKING FOR?
You will combine modern technologies with safety standards while also considering cost efficiency. You will be an expert in neural networks and software engineering. Also, you have patience to handle the processes required for production development and approach them by asking "What can I do for you?" with a "Giver" mindset.
You appreciate a hybrid workspace and can come to our Nihonbashi office three days per week, and report to the head of perception engineering for AD/ADAS.
RESPONSIBILITIES
- Come up with data strategies on how to collect, sample, label, handle, and use tons of data from the market, test vehicles, and simulators to improve machine learning model performance of the perception stack for camera images that is deployed to millions of vehicles
- Design and improve the scalable data pipelines and automation for machine learning and performance evaluation
- Analyze large-scale data and identify its characteristics to propose technical solutions for machine learning and performance evaluation
- Lead data-related activities within the team, across the company in collaboration with Toyota group, and enhancing team members' capability for data science
MINIMUM QUALIFICATIONS
- 5+years experience in following industries or research areas:
・AD/ADAS
・Robotics
・Computer Vision - 3+years experience in data science or related areas, including theoretical aspects of data science like machine learning (deep learning, statistical analysis, and mathematical modeling)
- Experience writing software using: 1)Python for data science (numpy, scipy, scikit, pandas), 2)database, and 3)cloud platform services (AWS, GCP, Azure)
- Bachelor's degree in science or engineering
- Business-level proficiency in English
NICE TO HAVES
- Master's degree or Ph.D. in related field
- 5+ years experience in data science or related areas
- 2+ years tech lead or management experience in data science or related areas for business applications, such as production, commercial service or public service development
- Hands-on experience in the following:
・Analyze huge (e.g. peta byte) scale database
・Develop perception-related technologies, such as camera image processing, computer vision, machine learning, or deep learning
・Design data annotation rules for machine learning
・Build or manage infrastructure, such as Docker, Kubernetes, Jenkins, GitHub Actions - Business-level proficiency in Japanese (especially, smooth reading and listening)
Summary
Develop perception data strategies, design scalable pipelines, analyze large-scale data, lead data activities in AD/ADAS systems.
Job title
Senior Data Scientist, Perception
Experience level
5+ years
Minimum experience
3+ years exp
Industry
automotive
Location requirements
Tokyo, hybrid work allowed, 3 days in office
Salary
Not specified
Visa sponsorship
H-1B sponsor history
Management role
No
Required skills
Preferred skills
Specializations
Structured locations inferred from the posting.
Tokyo, Japan