ML Triaging Engineer

Wayve

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

Posted 11/8/2026full-timeTokyo • JapanMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in ADAS systems and autonomous vehicle testing, with strong analytical and debugging skills to manage the issue lifecycle effectively. Proficient in using issue tracking tools and scripting for data analysis while maintaining a focus on quality and safety.

Highest-signal resume keywords

ADAS ExperienceAnalytical ThinkingIssue Tracking (Jira, Confluence, Bitbucket)Scripting (Bash, Python)SQL/Data Analysis

ATS Keywords

Tailor your resume

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills

Debugging SkillsDocumentation SkillsInvestigation SkillsData AnalysisQuality AssuranceRoot Cause AnalysisAutomated Triage SolutionsSoftware Development ConceptsRelease Testing PracticesMetadata Management

Soft Skills

Strong Communication SkillsDetail-OrientedCollaborative TeamworkLogical ReasoningProblem-Solving

Tools & Technologies

JiraConfluenceBitbucketTriage Automation ToolsSimulation Suites

Industry Keywords

Autonomous VehiclesADASSafetyQualityOperational Discipline

Tech Stack

Tools & technologies

PythonSQL

About the role

Key responsibilities & impact

Perform first-level analysis on real-world run data and on-road interventions
Investigate issues to identify or narrow down likely root causes
Work with Detective Engineers on deeper analysis of ambiguous or complex runs
Partner with Triage Engineers to support and improve automated triage solutions
Manage the full issue lifecycle: identification, investigation, resolution, documentation, reporting and follow-through
Add accurate metadata to interventions, including root cause labels, Jira links and comments
Validate triage automation bots, offline metrics and simulation suites
Ensure triage outputs meet quality standards
Provide feedback on triage tooling and suggest improvements to usability and speed
Participate in regular standups to address emerging concerns, set priorities and adapt to process changes
Contribute to safety, quality and operational discipline across triage
Handle multiple triage tasks, requests and safety incidents simultaneously

Requirements

What you’ll need

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
Detail-oriented approach with a focus on accuracy, even over extended sessions
Strong debugging, documentation, and investigation skills
Ability to work independently and as part of a collaborative team
Experience with issue tracking and configuration management (e.g., Jira, Confluence, Bitbucket)
Familiarity with software development concepts: source control, requirements analysis, build pipelines
Exposure to software release workflows and release testing practices
Basic experience with scripting (e.g., Bash, Python)
SQL/data analysis proficiency for deeper log review and trend analysis
Experience with AV testing or robotics systems

Benefits

Comp & perks

Meaningful equity, sharing in the ownership and long term success of Wayve
Relocation support and visa sponsorship where applicable
Hybrid working and core hours
Chance to work hands on in vehicle workshops and labs
Learning and development budgets with support for training, conferences and growth
Comprehensive benefits including health insurance, dental, enhanced maternity and paternity leave, retirement or pension where applicable, access to therapists, wellbeing partnerships, team socials and more
Salaries benchmarked against the market annually