
About Woven by Toyota
Innovating mobility for a smarter future
Key Highlights
- Part of the Woven Planet Group focused on mobility tech
- Headquartered in Chuo City, Tokyo, Japan
- Utilizes AI and machine learning for transportation solutions
- Aims to enhance operations of TRI-AD, Toyota's R&D arm
Woven by Toyota, part of the Woven Planet Group, focuses on advancing mobility technologies and smart city solutions. Based in Chuo City, Tokyo, Japan, Woven Planet aims to enhance the operation of TRI-AD, Toyota's advanced research and development arm. The company is leveraging AI and machine learn...
🎁 Benefits
Employees enjoy competitive salaries, stock options, flexible work arrangements, and generous PTO policies, promoting a healthy work-life balance....
🌟 Culture
Woven by Toyota fosters a culture of innovation and collaboration, emphasizing a commitment to sustainability and the development of smart mobility so...
Skills & Technologies
Overview
Woven by Toyota is hiring a Senior / Staff Machine Learning Engineer to tackle autonomy challenges in prediction and trajectory planning. You'll work with Python, TensorFlow, and Keras to design innovative machine learning models for autonomous vehicles. This position requires a strong background in machine learning and data analysis.
Job Description
Who you are
You have 5+ years of experience in machine learning engineering, with a strong focus on designing and implementing models for real-world applications. Your expertise in Python and frameworks like TensorFlow and Keras allows you to develop scalable and efficient machine learning solutions. You are skilled in data analysis and understand how to leverage large datasets to improve model performance. You thrive in collaborative environments and enjoy tackling complex technical challenges, particularly in the context of autonomous driving technologies.
You possess a deep understanding of machine learning algorithms and have experience with neural network architectures. Your problem-solving skills enable you to analyze petabytes of multimodal driving data and optimize performance on hardware accelerators. You are passionate about the transformative potential of self-driving car technology and are eager to contribute to innovative solutions that enhance mobility for everyone.
What you'll do
In this role, you will support the entire lifecycle of machine learning model development, from conception to deployment. You will design and implement innovative machine learning models specifically for Toyota's next-generation autonomous vehicle platform. Your work will involve integrating models into on-vehicle software and ensuring they operate efficiently in real-time environments. You will collaborate closely with cross-functional teams, including software engineers and data scientists, to refine algorithms and improve prediction accuracy.
You will also be responsible for developing and maintaining metrics pipelines to evaluate model performance and drive continuous improvement. Your contributions will directly impact millions of Toyota production vehicles, making your work critical to the company's mission of achieving zero accidents and enhancing well-being through advanced mobility solutions. You will have the opportunity to mentor junior engineers and share your knowledge of best practices in machine learning and data analysis.
What we offer
Woven by Toyota provides a dynamic work environment where innovation is at the forefront of our mission. You will be part of a team that is dedicated to redefining mobility through human-centric technology. We offer competitive compensation and benefits, along with opportunities for professional growth and development. Join us in our journey to create a safer and more efficient future for transportation.
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