Woven by Toyota

Senior Software Engineer - LLM‑Driven Release & Triage Tooling

Palo Alto, CA · Senior

Sponsorship not specified$116k-$190kDetected 98 days ago

PythonJavaGoRustC++GitCI/CDMachine LearningData EngineeringData VisualizationLLMsDesign SystemsRobotics

About the role

Woven by Toyota is enabling Toyota's once-in-a-century transformation into a mobility company.
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 Woven by Toyota's Release & Triage team operationalizes continuous improvement for automated driving by turning on-road signals and incidents into actionable engineering insights.

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.
Write clear documentation and usage guidelines so internal users can effectively adopt and extend the tooling you build.
We are committed to creating a modern work environment that supports our employees and their loved ones.

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).
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.
Familiarity with model evaluation, confidence scoring, and/or explainability techniques for AI-driven analysis.
Experience with triage tooling, incident review, and data visualization for operational dashboards.

Build dashboards and reports that communicate release health, risk, and trends to stakeholders across Release, Triage, and development teams.

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.

This listing is sourced directly from Woven by Toyota's careers page and normalized into a canonical job model.