Senior / Staff Machine Learning Engineer, Behavior Planning & Prediction

Confirmed live in the last 24 hours

Woven

Palo Alto, CA

On-site

Posted November 3, 2025

Job Description

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 in prediction and trajectory planning. Our work involves a variety of technical hurdles, 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 through human-centered automated driving solutions for personal and commercial applications.

WHO ARE WE LOOKING FOR?

The Behavior team is searching for a skilled Machine Learning Engineer to support the entire lifecycle of machine learning models. This role involves developing and optimizing machine learning systems, including performance tuning, model development, and developing infrastructure and support systems that facilitate this work. Responsibilities include developing data pipelines, with a focus on transform libraries and dataset management, contributing to metrics and metrics pipelines, and integrating models into our on-vehicle software. This is an opportunity to design and implement innovative machine learning models for our next-generation autonomous vehicle platform, which will impact millions of Toyota production vehicles. We are seeking individuals who are passionate about self-driving car technology and its transformative potential for humanity.

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