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All potential candidates should read through the following details of this job with care before making an application. Get AI-powered advice on this job and more exclusive features. Woven by Toyota is enabling Toyota’s transformation into a mobility company, focusing on human-centric innovation. They are seeking a skilled Machine Learning Engineer to design and implement innovative machine learning models for autonomous driving, influencing millions of Toyota production vehicles. Responsibilities: • Support the design and the development of advanced machine learning models in the behavior space specifically tailored for autonomous vehicles utilizing deep learning and large-scale data analysis. • Drive projects through the execution phase, requiring minimal guidance by a senior engineer. • Deploy scalable and efficient ML models on our autonomous vehicle platform. • Integrate modern technologies with rigorous safety standards while maintaining cost efficiency. • Significantly help developing needed components for end-to-end ML training and deployment, from data strategy to optimization and validation. • Write high-quality code while being rigorous with Machine Learning experimentation. • Work in a high-velocity environment and employ agile development practices. • Collaborate closely with teams such as Perception, Simulation, Infrastructure, Data and Tooling to drive unified solutions. Qualifications: • B.S, M.S in Machine Learning, Computer Science, Robotics or related quantitative fields, or equivalent industry experience. • 2+ years of strong 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. • 2+ years of experience with deep learning approaches such as supervised/unsupervised learning, transfer learning, multi-task learning, and/or deep reinforcement learning. • Solid experience with learning-based planning approaches like imitation learning, reinforcement learning and state-of-the-art techniques for sequential modeling like Transformer architectures • 2+ years of experience covering machine learning workflows, data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, and inference optimization. • Passionate about self driving car technology and its potential for humanity. • Strong communication skills with the ability to communicate concepts clearly and precisely. • Hands-on experience with autonomous driving systems • Experience with model deployment with NVIDIA stack (e.g. ONNX graphs, TensorRT, profiling) • Familiarity with recent breakthroughs in ML (e.g. foundation models, pre-training and efficient fine-tuning, multimodal Transformer architectures) • Knowledge of autonomous driving large scale data curation pipelines Company: Woven by Toyota improve the vehicle intelligence software and operation and accelerate the Toyota Mobility Concept. Woven by Toyota has a track record of offering H1B sponsorships. Seniority level Seniority levelEntry level Employment type Employment typeFull-time Job function IndustriesSoftware Development Referrals increase your chances of interviewing at Jobright.ai by 2x Inferred from the description for this job Medical insurance Vision insurance 401(k) Get notified about new Machine Learning Engineer jobs in Palo Alto, CA . 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