Woven by Toyota
Mobility
SeniorDataScientist,Perception
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“Senior Data Scientist, Perception at Woven by Toyota. Skills: perception technologies, machine learning algorithms, large-scale data. Develop human-centered automated driving solutions. Develop perception technologies and its production software for the AD/ADAS system”
What You'll Achieve.
a world with zero accidents and enhanced well-being for all
Industry & Context.
solving complex real-world problems
Hybrid workspace, come to our Nihonbashi office three days per week
What They're Looking For.
Must Have
5+ years experience in AD/ADAS, Robotics, or Computer Vision, 3+ years experience in data science or related areas, Experience writing software using Python for data science (numpy, scipy, scikit, pandas), Experience writing software using database, Experience writing software using cloud platform services (AWS, GCP, Azure), Bachelor's degree in science or engineering, Business-level proficiency in English
Nice to Have
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, Hands-on experience in analyzing huge (e.g. petabyte) scale database, Hands-on experience in developing perception-related technologies, such as camera image processing, computer vision, machine learning, or deep learning, Hands-on experience in designing data annotation rules for machine learning, Hands-on experience in building or managing infrastructure, such as Docker, Kubernetes, Jenkins, GitHub Actions, Business-level proficiency in Japanese (especially, smooth reading and listening)
What You'll Do.
Develop human-centered automated driving solutions
Develop perception technologies and its production software for the AD/ADAS system
Solve complex real-world problems using large-scale data
machine learning algorithms
and a variety of perception technologies
Come up with data strategies on how to collect
and use tons of data from the market
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
How You'll Work.
Team & Collaboration
Lead data-related activities within the team; Lead data-related activities across the company in collaboration with Toyota group; Enhancing team members' capability for data science
Communication Scope
Business-level proficiency in English; Business-level proficiency in Japanese (especially, smooth reading and listening)
Full Job Description
## Description About Woven by Toyota 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. ========================================================================= ## TEAM We develop human-centered automated driving solutions for personal and commercial use. We develop perception technologies and its production software for the AD/ADAS system. To work towards a reliable and functional system, we are solving complex real-world problems using large-scale data, machine learning algorithms, and a variety of perception technologies. ## 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
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