Woven by Toyota
AD/ADAS
SeniorMachineLearningEngineer,Behavior
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Machine Learning Engineer, Behavior at Woven by Toyota. Skills: Machine learning, Behavior planning, Autonomous driving, Deep learning. Lead design and development of advanced machine learning. Deploy scalable and efficient ML models”
What You'll Achieve.
Zero accidents; Enhanced well-being for all; Improving mobility for everyone
Industry & Context.
Problem solvers
Present in Nihonbashi office three days per week
What They're Looking For.
Must Have
MS or PhD in Machine Learning, Computer Science, Robotics or related quantitative fields, or equivalent industry experience, 3+ years of experience with Python, 3+ years of experience with any major deep learning framework, 3+ years of experience with software engineering best practices, Comfortable in writing C++ code, 3+ years of experience with deep learning approaches, 3+ years of experience covering machine learning workflows, 3+ years of experience with data sampling and curation, 3+ years of experience with pre-processing, 3+ years of experience with model training, 3+ years of experience with ablation studies, 3+ years of experience with evaluation, 3+ years of experience with deployment, 3+ years of experience with inference optimization, Clear and precise communication skills
Nice to Have
Published research at top-tier conferences, Proven track record of deploying ML models at scale in self-driving or related fields, Experience developing large-scale ML models, Familiarity with production-level coding in time-limited task schedules, Experience with computer vision, Experience with robot motion planning, Experience with temporal data, Experience with sequential modeling, Experience in self-driving challenges
What You'll Do.
Lead design and development of advanced machine learning
Deploy scalable and efficient ML models
Integrate modern technologies with rigorous safety standards
Maintain cost efficiency
Contribute to development of needed components for end-to-end
Contribute to development of needed components for deployment
Be a champion of the scientific method
Employ critical thinking in inventing deep learning solutions
Work in a high-velocity environment
Employ agile development practices
Collaborate closely with teams
Drive unified solutions
How You'll Work.
Team & Collaboration
Perception team; Motion Planning team; Simulation team; Infrastructure team; Tooling team
Communication Scope
Communicate concepts clearly; Communicate concepts precisely
Process & Methodology
Agile development practices
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 The Behavior team at Woven by Toyota tackles Autonomy challenges for problems in behavior 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 Behavior 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 behavior 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 s
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