Autonomous Driving Data Specialist
Core
Perform root cause analysis and produce issue reports on real-world autonomous driving data to ensure safety and reliability of ADAS+ vehicle systems.
Role type
Senior IC autonomous driving data specialist (triage/analysis)
Builds
Safety-critical analysis reports and automated triage solutions for Wayve's ADAS+ models
Domain
Autonomous driving / ADAS / Data analysis
Deliverable
production ML models
Required skills
Root cause analysis, issue lifecycle management, data metadata labeling, debugging, investigation, documentation, analytical thinking, logical reasoning, bias-free problem-solving, detail-oriented analysis, cross-functional collaboration
Preferred skills
Issue tracking (Jira, Confluence), software development concepts (source control, build pipelines), release testing, scripting (Bash, Python), SQL/data analysis, AV testing or robotics systems experience
Technologies
Wayve proprietary tooling, Jira, Confluence, Bitbucket, Bash, Python, SQL
Responsibilities
Perform first-level analysis on real world run data, partner with Detective Engineers to discover root causes, partner with Triage Engineers to develop automated solutions, support the full issue lifecycle from identification to reporting, accurately add metadata to on road interventions, investigate complex or ambiguous runs, deliver actionable feedback on triage tooling, validate Triage automation bots
Seniority
Senior, hands-on IC
