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 The Behavior team at Woven by Toyota tackles Autonomy challenges for problems in prediction and trajectory planning. Our work involves a variety of challenges, such as analyzing petabytes of multimodal driving data, solving optimization problems, minimizing latency on hardware accelerators, deploying scalable and efficient machine learning (ML) training and evaluation pipelines, and designing novel neural network architectures to advance state-of-the-art ML for Prediction and Motion Planning. We are looking for driven and creative problem solvers to join us in improving mobility for everyone with human-centered automated driving solutions for personal and commercial applications.
WHO ARE WE LOOKING FOR? The Behavior team is looking for a skilled Machine Learning Engineer to help advance cutting-edge machine learning systems for prediction and motion planning in autonomous driving. You will have the chance to design and implement innovative machine learning models for our next-generation autonomous vehicle platform, influencing millions of Toyota production vehicles. We are looking for individuals who are passionate about self-driving car technology and its potential impact on humanity.
RESPONSIBILITIES
- Drive high-impact projects by defining the technical roadmap and inspiring cross-functional alignment toward shared success
- Lead the design and development of advanced machine learning models specifically tailored for autonomous vehicles utilizing deep learning and large-scale data analysis
- Deploy scalable and efficient ML models on our autonomous vehicle platform
- Integrate modern technologies with rigorous safety standards while maintaining cost efficiency
- Significantly contribute to development of needed components for end-to-end ML training and deployment, from data strategy to optimization and validation
- Be a champion of the scientific method and critical thinking in inventing state-of-the-art deep learning solutions
- Work in a high-velocity environment and employ agile development practices
- Collaborate closely with teams such as Perception, Motion Planning, Simulation, Infrastructure, and Tooling to drive unified solutions
- Work in a hybrid workspace, with the requirement to be present in our Nihonbashi (Japan) office three days per week
MINIMUM QUALIFICATIONS
- MS or PhD in Machine Learning, Computer Science, Robotics or related quantitative fields, or equivalent industry experience
- 5+ years of experience with Python, any major deep learning framework, and software engineering best practices
- Comfortable in writing C++ code to help integrate with our autonomous vehicle platform
- 5+ years of experience with deep learning approaches such as supervised/unsupervised learning, transfer learning, multi-task learning, and/or deep reinforcement learning
- 5+ years of experience covering machine learning workflows, data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, and inference optimization
- Strong leadership skills to influence others and the team's technical strategy
- Strong communication skills with the ability to communicate concepts clearly and precisely
NICE TO HAVES
- Published research at top-tier conferences (NeurIPs, CVPR and similar)
- Proven track record of deploying ML models at scale in self-driving or related fields
- Familiarity with production-level coding in time-limited task schedules
- Experience with computer vision geometry, camera calibration, depth estimation, neural radiance fields, gaussian splatting, simultaneous localization and mapping)
- Experience with robot motion planning (e.g., trajectory optimization, sampling-based planning, model predictive control)
- Experience with temporal data and/or sequential modeling
- Experience in self-driving challenges (Perception, Prediction, Mapping, Localization, Planning, Simulation)
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 ・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.
-
Tokyo Woven ￥4,000,000 - ￥5,000,000 per yearThe Behavior team at Woven by Toyota tackles Autonomy challenges for problems in prediction and trajectory planning. We are looking for driven and creative problem solvers to join us in improving mobility for everyone with human-centered automated driving solutions for personal a ...
-
Tokyo AgodaWe bridge the world through travel. Our story began in 2005, when two lifelong friends and entrepreneurs, driven by their passion for travel, launched Agoda to make it easier for everyone to explore the world. · Lead the team technically in improving scalability, stability, accur ...
-
Tokyo AgodaAbout Agoda · At Agoda we bridge the world through travel our story began in 2005 when two lifelong friends and entrepreneurs driven by their passion for travel launched Agoda to make it easier for everyone to explore. · ...
-
Tokyo AgodaAbout Agoda · We bridge the world through travel. · ...
-
Tokyo AgodaWe bridge the world through travel. Our story began in 2005, when two lifelong friends and entrepreneurs, driven by their passion for travel, launched Agoda to make it easier for everyone to explore the world. · ...
-
Yokohama, Kanagawa AgodaAbout Agoda At Agoda we bridge the world through travel Our story began in 2005 when two lifelong friends and entrepreneurs driven by their passion for travel launched Agoda to make it easier for everyone to explore the world Today we are part of Booking Holdings NASDAQ BKNG with ...
-
Yokohama, Kanagawa Agoda ￥10,000,000 - ￥20,000,000 per yearWe are a company that bridges the world through travel. Our story began in 2005, when two lifelong friends and entrepreneurs, driven by their passion for travel, · launched Agoda to make it easier for everyone to explore the world. · ...
-
Product Manager
7日前
Tokyo Build+ (formerly Wahl+Case)We are looking for a Senior Product Manager to own the end-to-end roadmap of a mission-critical revenue-generating product area within a fast-growing travel technology platform. · ...
-
Tokyo RakutenWe are looking for data scientists to make our data analysis and AI solution development stronger. · Over 3 years of experience in data analysis and machine learning modeling. · ...
-
Tokyo RakutenWe are looking for Data Scientists to make our data analysis and AI solution development stronger. · ...
-
AI Engineer
1週間前
Tokyo, , Japan Gigantes GroupWe are seeking a passionate and skilled AI Engineer to join our Client's team in Tokyo. · Design, develop, and implement AI algorithms and models to enhance the RENOSY platform and other PropTech products. · ...
-
Tokyo RakutenWe are hiring a Data Science Engineer to plan and develop our own services and systems utilizing the vast amount of data held by Rakuten Group. · 5+ years of experience in data analysis · 5+ years of experience in building and operating machine learning models · ...
-
Tokyo G Talent ￥8,000,000 - ￥15,000,000 per yearYou will be responsible for product improvement and launching new products as a Machine Learning Engineer for a new product that utilizes Generative AI. · The company is progressing with the implementation of new features utilizing Generative AI, such as LLMs, across the product ...
-
Greater Tokyo Area THE和RKERSエージェント ￥480,000 - ￥960,000 per yearResponsible for designing implementing and validating machine learning models promoting MLOps best practices optimizing model performance contributing to service development collaboration with overseas subsidiaries. · ...
-
Tokyo Build+ (formerly Wahl+Case) ￥4,000,000 - ￥6,000,000 per yearThis role sits at the intersection of · data science, engineering, and business. · You will lead high-impact data and machine learning initiatives that directly influence product performance, · marketing effectiveness, · and user value.Paid Leave: · Annual paid leave plus additio ...
-
Minato City, Tokyo, Japan Mercari, Inc.We are seeking individuals with a high level of expertise in machine learning or computer vision, who have a strong interest in cutting-edge multimodal foundation models and can work autonomously. · ...
-
Project Manager
1ヶ月前
Tokyo Rakuten ￥1,794,000 - ￥2,390,000 per yearWe are seeking a project manager with experience in marketing, advertising, and media business to lead project management for data- · –and AI-related initiatives within our marketing/advertising AI software business. · Advertising/Marketing experienceProject management skillsBus ...
-
AI Engineer
2週間前
Tokyo, , Japan Gigantes GroupWe're Hiring: AI Engineer - Renewable Energy Are you passionate about sustainability and cutting-edge AI technology? Join a team working at the forefront of the renewable energy revolution. · We're looking for an AI Engineer to help optimize energy systems like wind and solar usi ...
-
Tokyo MathWorks ￥720,000 - ￥1,080,000 per year· Lead customers in various engineering disciplines by utilizing wide range of technical expertise and application of MATLAB · Planning and organizing resources to successfully complete projects · ...
-
Tokyo Coleman Research ￥5,000,000 - ￥10,000,000 per yearMachine Learning Engineer (Global Business) · By leveraging an extensive global network of over 700,000 experts, we connect business challenges—from new business development and HR strategies to global expansion—with individuals possessing precisely the right knowledge. Our tailo ...
-
Tokyo Woven by Toyota ￥110,000 - ￥150,000 per yearWe are looking for a Senior Machine Learning Engineer to help advance a cutting-edge machine learning system for perception foundation models leveraging large-scale multimodal sensor data. · Lead the design and development of perception foundation models for autonomous vehicles, ...
