ML Validation Tool Engineer, Advanced Drive System

Job 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.

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TEAM

Our mission is to advance automated driving technology through data-driven development of automated driving software based on Machine Learning, to maximize the fun of driving, and to contribute to the zero-nization of traffic deaths and injuries. To be number one in the automated driving industry, agile software development is necessary. In order to increase the speed and quality of software development, it is important to reproduce and validate the many complex traffic scenes that occur in the market. The App tool chain team uses agile development methods to develop simulations and utilize them to create a testing environment for automated driving software. If you want to develop automated driving systems at the forefront, come work with us!

WHO ARE WE LOOKING FOR?

We are looking for engineers who are passionate about developing automated driving systems and are excited to work with us to create a better future for mobility. Our day to day task is to develop and operate a tool chain that supports the test driven development of software for automated driving. Skills in modern software development and simulation environment building and solid experiences in developing Model, Software and Hardware In the Loop Simulator in developing real time systems are the essential prerequisite.

RESPONSIBILITIES

Building a simulation test environment for Machine Learning based planner software (MILS/SILS/HILS)

Construct Automated test platform (CI/CD)

Test scenario generation and traffic flow simulation model development

Work at our office 3 days a week per our hybrid work policy and report to the software engineering manager

MINIMUM QUALIFICATIONS

Experience in developing and testing Machine Learning software for automotive or embedded applications with ML infrastructure

Understanding of relevant regulations (ISO/PAS 8800, etc.)

3+ years experience of software development or system design and evaluation in automotive software development or embedded industry

3+ years professional experience using Python

3+ years experience with C and C++ language (including professional and academia)

Fluent written and spoken Japanese and English

Bachelor’s degree in a related field or equivalent experience

NICE TO HAVES

Experience with one or more programming languages including but not limited to: Python, MATLAB simulink/Stateflow, OpenCV, JavaScript, etc.

Experience designing system architecture

Data mining / analytical skills

Proven ability to work in a multi-cultural software development team using English

Familiarity with development experience Test pipeline like AWS/Azure

Knowledge of simulator standards (OpenSimurationInterface, OpenScenario, OpenDrive)

Agile development experience

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Important Points

・All interviews will be arranged via Google Meet, unless otherwise stated.

・The same job descriptions are available in both English and Japanese; therefore, we kindly ask that you 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