ML Triaging Engineer

About the role

Before the detail, here's the challenge you'd help us solve.

We build the embodied intelligence that moves real vehicles safely, and the ecosystem a billion machines will run on in the future. Very few people in AI can say this. Every role here, whatever the team, plugs into that.

Here’s what this particular role covers.

🛠️ About our Engineering Teams

The Triage team in Application Software Japan, part of Product & Delivery, plays a critical role in the safety, reliability and triage efficiency of Wayve’s ADAS+ systems. It bridges Detective Engineering, Triage Engineering and the component teams, so that root causes in real-world vehicle behaviour are found quickly and accurately and issues get resolved faster.

🧠 Your day-to-day

As a Customer Integration Engineer (ML Triaging Engineer), you’ll carry out first-level analysis of real-world run data and on-road interventions, work out likely root causes, and produce Top Issue reports across our test environments and operational domains. You’ll work closely with Detective Engineers on ambiguous or complex runs and with Triage Engineers on automated triage solutions, and you’ll own issues from identification through to documentation and reporting. As Wayve scales, so does the triage team, and you’ll handle multiple triage tasks, requests and safety incidents at the same time.

🧩 What you’ll be working on:

- Performing first-level analysis on real-world run data and on-road interventions.

- Investigating issues to identify or narrow down likely root causes, and working with Detective Engineers on deeper analysis of ambiguous or complex runs.

- Partnering with Triage Engineers to support and improve automated triage solutions.

- Managing the full issue lifecycle: identification, investigation, resolution, documentation, reporting and follow-through.

- Adding accurate metadata to interventions, including root cause labels, Jira links and comments.

- Validating triage automation bots, offline metrics and simulation suites, and making sure outputs meet quality standards.

- Giving feedback on triage tooling and suggesting improvements to usability and speed.

- Taking part in regular standups to address emerging concerns, set priorities and adapt to process changes.

- Contributing to a high standard of safety, quality and operational discipline across triage.

🙌 You should apply if:

Essential

- Previous experience in ADAS, Autonomous Vehicles or Testing

- Passion for Quality and Safety-first mindset.

- Ability to learn and use a variety of internal tools and software platforms.

- Comfort with technical terminology related to ADAS systems and software stacks.

- Strong communication skills across cross-functional and time-zone-distributed teams.

- Analytical thinking, logical reasoning, and bias-free problem-solving.