AI‑Driven Release & Triage Tooling Software Engineer

Woven by Toyota
Palo Alto, CA
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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