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AI‑Driven Release & Triage Tooling Software Engineer
Woven by Toyota
Palo Alto, CA
Category
Software Engineering
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Job Description
Woven by Toyota is seeking a mid- to senior-level Software Engineer to design and build internal tooling that uses AI/ML and LLM-based approaches to interpret complex signals from logs, metrics, test results, images, and video.
Requirements
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.
Benefits
Excellent health, wellness, dental and vision coverage
A rewarding 401k program
Flexible vacation policy
Family planning and care benefits
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