AI‑Driven Release & Triage Tooling Software Engineer at 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. RESPONSIBILITIES • Perform root cause analysis of events coming from on-road testing and simulation testing of an automated driving system currently under development. • Partner with release engineers, triagers, and infrastructure teams to understand real-world failure modes, identify high-value automation opportunities, and iterate on models, heuristics, and tooling based on feedback and outcomes. • Build and maintain tooling that uses AI/ML and LLMs to analyze test and release failures across logs, metrics, images, and video. • Design systems that surface meaningful insights, root‑cause hypotheses, and confidence signals to engineers to support release decisions. • Develop tooling that supports release qualification, gating, and readiness assessment, including large-scale simulation-based testing workflows. • Integrate AI-based analysis into CI/CD systems, test frameworks, simulation platforms, and internal data pipelines to create seamless end-to-end workflows. • Design and implement scalable, reliable internal services used by release and triage teams, ensuring maintainability, observability, and performance at scale. • Build dashboards and reports that communicate release health, risk, and trends to stakeholders across Release, Triage, and development teams. • Use AI-assisted coding tools (e.g., GitHub Copilot, Cursor, Claude Code or similar) to accelerate development, refactoring, and testing, while rigorously validating AI-generated code for correctness, security, performance, and maintainability. • Help establish best practices for responsible and effective use of AI code generation and AI-driven analysis within the team. • Write clear documentation and usage guidelines so internal users can effectively adopt and extend the tooling you build. MINIMUM QUALIFICATIONS • Bachelor’s degree in Computer Science, Engineering, or equivalent practical experience. • 3+ years of professional software development experience (mid-level) or 5+ years (senior-level). • Strong proficiency in at least one general-purpose programming language (e.g., Python, C++, Rust, Java, Go). • Experience building internal tools, platforms, or infrastructure services used by other engineering or operations teams. • Strong debugging and analytical skills, especially in complex, distributed, or data-intensive systems. • Familiarity with CI/CD systems and release-adjacent workflows, including integration with test frameworks and data pipelines. • Experience applying AI/ML or LLMs to real-world software systems, ideally in tooling or infrastructure contexts. • Hands-on experience using AI-assisted code generation tools in a professional environment, including defining review practices. NICE TO HAVES • Experience working with multimodal data (text, logs, structured data, images, video) and building systems that interpret complex signals. • Familiarity with model evaluation, confidence scoring, and/or explainability techniques for AI-driven analysis. • Experience with simulation-based testing, CI/CD, or release engineering workflows in safety-critical or high-reliability domains (e.g., automotive, robotics, aerospace, medical). • Experience with triage tooling, incident review, and data visualization for operational dashboards. WHAT WE OFFER We are committed to creating a modern work environment that supports our employees and their loved ones. We offer many options of the best programs to allow you to do your most meaningful work and to help you shape the future of mobility. ・Excellent health, wellness, dental and vision coverage ・A rewarding 401k program ・Flexible vacation policy ・Family planning and care benefits Our Commitment ・We are an equal opportunity employer and value diversity. ・Any information we receive from you will be used only in the hiring and onboarding process. Please see our privacy notice for more details.