Senior Data Engineer at Toyota Research Institute | Los Altos, CA

At Toyota Research Institute (TRI), we are driven by a mission to enhance the quality of human life through innovative technologies. Our team is dedicated to creating cutting-edge tools and capabilities that elevate the human experience. We are at the forefront of advancements in artificial intelligence, robotics, driving technologies, and materials science.The Automated Driving Advanced Development division at TRI is pivotal in fostering innovation and transformation at Toyota. We aim to create a seamless connection between TRI's research initiatives and Toyota's products, services, and operational needs through collaborative partnerships and shared dedication. This newly formed division is spearheading an ambitious cross-organizational project with Woven by Toyota, focusing on researching and developing a comprehensive learned driving stack. Our efforts align harmoniously with TRI's robotics divisions, particularly in the realms of Diffusion Policy and Large Behavior Models.We are seeking a Senior Data Engineer to architect and construct the essential data infrastructure and tools that drive our autonomy research and development processes. This role encompasses the creation of large-scale ingestion pipelines, structured feature stores, labeling frameworks, scene search, data discovery tools, and performance diagnostics tailored for machine learning and simulation workflows.

At the Toyota Research Institute (TRI), we are dedicated to enhancing the quality of human life through innovative technology. Our mission involves creating advanced tools and capabilities that elevate the human experience. To spearhead this groundbreaking evolution in mobility, we have assembled a premier team dedicated to pushing the boundaries of AI, robotics, driving technologies, and material sciences.The TeamWithin our Human-Centered AI (HCAI) Division, TRI’s Carbon Neutrality Department is committed to developing artificial intelligence systems that facilitate behavior change aimed at reducing carbon emissions. Our approach involves designing innovative models of human behavior that intertwine behavioral science, Human-Computer Interaction, and cutting-edge machine learning techniques.The OpportunityWe are in search of a Senior Machine Learning Research Scientist proficient in large-scale foundational model training, fine-tuning, evaluation, and benchmarking. This pivotal role exists at the intersection of generative machine learning and human behavior modeling. The ideal candidate will possess a robust research background, practical experimentation skills, and proven experience in developing and implementing foundational models. This position focuses on crafting models that accurately reflect human beliefs, preferences, and cognitive processes as they evolve over time. For an insight into our preliminary research in this area, please visit https://arxiv.org/abs/2403.20252.

Join Toyota Research Institute (TRI) as we strive to enhance the quality of human existence through innovative technologies. Our aim is to revolutionize mobility by creating tools that enrich the human experience. Our accomplished team is at the forefront of advancements in AI, robotics, driving, and material sciences.At TRI's Automated Driving Advanced Development division, we are committed to fostering innovation and transformation at Toyota. We act as a conduit between TRI's cutting-edge research and Toyota's products, services, and requirements. Our collaborative efforts are focused on a groundbreaking project in partnership with Woven by Toyota, where we are developing a comprehensive learned driving stack. This initiative aligns seamlessly with the missions of TRI's robotics divisions, particularly in Diffusion Policy and Large Behavior Models.We are seeking a Senior Software Engineer to become an integral part of our end-to-end automated driving team. In this role, you will facilitate the integration, prototyping, and deployment of advanced autonomy systems within vehicle platforms. As a versatile software engineer with extensive systems knowledge, you will engage across the autonomy software stack to expedite feature development, enhance system-level integration, and assist in validating deployments in both controlled environments and public road settings.The ideal candidate should possess robust experience in modern C++ (C++14/17/20) and Python programming, along with a solid understanding of robotics or embedded software systems. You will thrive in our collaborative, fast-paced engineering environment. This position serves as a bridge between research and practical deployment, focusing on engineering support for platform integration, evaluation tools, system initialization, and diagnostics. You will work closely with machine learning, simulation, and infrastructure teams to ensure the complete stack operates reliably on actual vehicles during closed-course, public road, and simulation testing.This role is part of Toyota's global AI initiatives and involves close collaboration with teams across TRI, Woven by Toyota, and other engineering partners.

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At Toyota Research Institute (TRI), we are dedicated to enhancing the quality of human life through innovative technology. Our mission is to develop advanced tools and capabilities that enrich the human experience. To spearhead this transformative evolution in mobility, we have assembled a premier team that is at the forefront of advancements in AI, robotics, driving technologies, and materials science.The TeamThe Future Factory team within TRI's Energy and Materials division is committed to pioneering state-of-the-art tools and methodologies that expedite change while enhancing flexibility and efficiency in Toyota's product design and manufacturing processes. Our goal is to accelerate the transition to a zero-emissions future. To accomplish this, we are constructing comprehensive AI systems that can reason about the design and manufacture of physical objects—encompassing geometry, constraints, simulation, and assembly—and creating the engineering infrastructure necessary for training, evaluating, and iterating on these systems at scale.The OpportunityWe are seeking a Senior Research Engineer to collaborate with us in developing the systems and tools that drive our research in physical AI. This role is ideal for candidates with a robust software engineering background, extensive experience in geometry or physical modeling, and a genuine passion for understanding the manufacturing process.As a research engineer on our team, you will design and construct the pipelines and tools that enable researchers to operate swiftly and assess what matters most—ranging from large-scale training and evaluation frameworks to the geometry processing and physics-aware components integral to our models. You will work at the intersection of software engineering and research, translating cutting-edge concepts into reliable, production-ready implementations.

Join Toyota Research Institute (TRI) to Enhance Human Life through AIAt TRI, we are dedicated to advancing the quality of human experiences by developing innovative tools and capabilities in AI, robotics, driving, and material sciences. We strive to spearhead a transformative shift in mobility through our world-class team.The TeamOur Automated Driving Advanced Development (AD2) division is at the forefront of innovation at Toyota. We bridge TRI research with Toyota's products and services through collaboration and shared commitment. Our new division is leading a cross-organizational initiative with Woven by Toyota, focusing on research and development of a fully end-to-end learned driving stack, aligning with TRI’s robotics efforts in Diffusion Policy and Large Behavior Models.The OpportunityWe are looking for a dedicated Machine Learning Research Engineer to explore interpretable AI methods for learning-based automated driving systems. This role is perfect for hands-on researchers keen on foundational challenges in autonomy, interpretability, and safety. Collaborating closely with senior researchers and engineers, you will develop techniques that enhance the interpretability, diagnosability, and verifiability of end-to-end neural driving policies while maintaining performance and scalability. Your contributions will assist in creating “glass-box” models that empower engineers and researchers to understand, debug, and validate learned driving behaviors more effectively.

Join us at the Toyota Research Institute (TRI) as we strive to enhance the quality of human life through innovative technologies. Our mission is to create groundbreaking tools that enrich human experiences. To spearhead this transformative evolution in mobility, we've assembled a stellar team that is pushing the boundaries in artificial intelligence, robotics, driving, and material sciences.The TeamWithin TRI's Energy and Materials division, the Future Factory team is dedicated to pioneering advanced tools and methodologies that drive flexibility and efficiency in Toyota's product design and manufacturing processes. Our goal is to expedite the journey towards an emissions-free future. We are developing comprehensive AI systems capable of reasoning through the creation of physical objects — from initial design concepts to the assembly of actual components — and building the necessary infrastructure to train and evaluate these systems on a large scale.The OpportunityWe are seeking a Research Scientist to help us build intelligent systems for physical assembly. This role is an excellent fit for recent PhD graduates with a proven track record in implementation and a deep curiosity about the manufacturing process.As a member of our research team, you will design and implement learning pipelines from the ground up, conduct experiments to assess various architectural, data, and algorithmic alternatives, and influence the application of modern machine learning to the challenges of robotic assembly. Your work will intersect policy learning, reinforcement learning, and physical reasoning, allowing you to explore the integration of large language models and agentic infrastructure in solving real-world manufacturing challenges.

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At Toyota Research Institute (TRI), we are dedicated to enhancing the quality of human life through innovative technologies. Our mission is to create groundbreaking tools that enrich the human experience and lead the evolution of mobility. We have assembled a premier team focused on advancing artificial intelligence, robotics, driving, and materials science.The Mission:Our Human-Machine Interaction Research (HMIR) group employs a design thinking approach to prioritize human needs in the development of human-machine interfaces. We strive to create automotive HMI technologies that foster seamless collaboration between humans and AI, regardless of ability.The Team:Within the HMIR group, our focus is on designing, developing, and assessing innovative interfaces that enhance driver safety, well-being, and performance through human-centered AI.The Opportunity:We are currently looking for a Postdoctoral Researcher to contribute to an exciting project examining next-generation extended reality (XR) experiences in vehicles. This research will explore how generative AI and real-time video processing can facilitate new forms of visual augmentation and interaction between drivers and their environments. The ideal candidate will take charge of key technical directions, manage implementation and evaluation processes, and collaborate closely with team members to achieve outstanding research results.This full-time, one-year postdoctoral position will be deeply integrated within the HMIR team at TRI. Please note that this role requires in-office presence in Los Altos, CA, and involves several trips to test tracks.

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Join our dynamic team at gopuff as a Retail Sales Associate in Los Altos! In this role, you will play a crucial part in ensuring an exceptional customer experience. Responsibilities include operating the cash register, merchandising the sales floor, restocking products, handling inventory, and fulfilling e-commerce orders. We are looking for enthusiastic individuals who thrive in a fast-paced retail environment.

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Hillstone Restaurant Group is seeking a part-time Server for its Los Altos location. This position centers on providing attentive, thoughtful service to guests and supporting enjoyable dining experiences. Key responsibilities Take guest orders with accuracy and clarity Serve food and drinks efficiently Foster a friendly, welcoming environment throughout each shift Collaborate with colleagues to keep service running smoothly What we look for Teamwork and clear communication Positive attitude and openness to learning Interest in developing within hospitality

Join the Hillstone Restaurant Group as a Restaurant Management Intern and immerse yourself in the vibrant world of hospitality. This internship is designed for individuals eager to learn about restaurant operations, management principles, and customer service excellence. You will work closely with our experienced team, gaining hands-on experience that will equip you with the skills needed to thrive in the fast-paced restaurant industry.

At the Toyota Research Institute (TRI), our mission is to enhance the quality of human life through innovative solutions. We are at the forefront of developing advanced tools and capabilities that elevate human experiences in mobility. Our world-class team is dedicated to pushing the boundaries of AI, robotics, driving technology, and material sciences.About Our TeamThis internship is part of the Human-Centered AI Division (HCAI). We are a cohesive group of machine learning researchers, behavioral scientists, and human-computer interaction specialists. Our primary focus is to empower individuals in making informed decisions by harnessing the power of big data, cutting-edge technology, and insights into human behavior.Internship OverviewWe are looking for an enthusiastic and skilled PhD intern to join our Future Product Innovation team, where you will explore the potential of Generative AI technologies within automotive product design. The ideal candidate will have a robust background in CAD Generation and Machine Learning or closely related fields, coupled with a passion for design and generative AI. Your primary responsibility will involve developing generative models for 3D parametric B-rep editing and design reasoning.Throughout the internship, you will attend Future Product Innovation team meetings, participate in Human-Centered AI division discussions, and engage with stakeholders across various Toyota business sectors. This experience will provide valuable insights into interdisciplinary industrial research and allow you to learn from our team and fellow interns. Additionally, you will have the opportunity to engage in strategic discussions regarding the business impact of your research at Toyota.This is a paid 12-week internship opportunity for the Fall 2027 semester, offered in a hybrid work format.

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The Challenge AheadIn the United States, over 15 million adults grapple with severe mental illnesses such as schizophrenia, schizoaffective disorder, bipolar I disorder, and treatment-resistant depression. Unfortunately, the healthcare system has traditionally overlooked these conditions, leaving a significant gap in comprehensive care.This issue is unique in healthcare; the necessary tools and protocols for effective treatment remain undeveloped. Our mission is to create innovative solutions—integrated clinical protocols, precise measurement science, and advanced technology—to deliver coordinated, longitudinal outpatient care for this underserved population.We are at the forefront of developing these solutions.About UsAmae Health is a Series B, venture-backed Public Benefit Corporation committed to providing specialized outpatient care for individuals with severe mental illnesses. Our in-person clinics, located throughout the United States, focus on disorders such as schizophrenia, schizoaffective disorder, bipolar I disorder, and treatment-resistant depression.We operate a model that integrates psychiatry, therapy, primary care, nutrition, and community support under one roof, ensuring cohesive and comprehensive care for a population that has often faced fragmented services.We partner with leading healthcare systems, including NewYork-Presbyterian, Cedars-Sinai, Mass General Brigham, Novant Health, and CommonSpirit Health, to expand this innovative model to their communities.What Sets Us ApartIntegrated Care: Unlike traditional referral networks, our team of psychiatrists, therapists, primary care providers, dietitians, and community health workers collaborates closely, sharing accountability for patient outcomes.Empowerment to Practice: Our practitioners work at the top of their licenses, managing reasonable caseloads, engaging in meaningful clinical work, and utilizing specialized tools tailored for this population.Commitment to Continuous Learning: Through our partnership with Mass General Brigham, our clinicians receive ongoing education, supervision, and mentorship focused on evidence-based care for severe mental illnesses.Driving Innovation: Our team contributes to new outcome frameworks and research, shaping the future of care for severe mental illness.Sustainability in Practice: Our model emphasizes team-based care, manageable caseloads, and robust infrastructure, ensuring our work is both impactful and sustainable over time.The OpportunityWe are seeking a Psychiatric Mental Health Nurse Practitioner to join our team, dedicated to making a profound difference in the lives of individuals living with severe mental illness.

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