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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in diagnosing complex behaviors in autonomous vehicles through data analysis and automated workflows, utilizing Python and Business Intelligence tools for effective communication and reporting. Proficient in root cause analysis and performance evaluation within safety-critical systems.
Highest-signal resume keywords
Python ProgrammingData VisualizationRoot Cause AnalysisAgile CI/CD EnvironmentsRobotics Systems Understanding
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data AnalysisAutomated Diagnostic WorkflowsSoftware Development PrinciplesStatistical AnalysisMachine Learning TechniquesVersion Control with GitTelemetry AnalysisSystem Logs InvestigationFailure Mode CategorizationPerformance Metrics Evaluation
Soft Skills
Analytical SkillsProblem-Solving SkillsCommunication SkillsTeam CollaborationIndependence
Tools & Technologies
LookerSpaceshipPlanner AnalyzerPython FrameworksBusiness Intelligence Tools
Industry Keywords
Autonomous VehiclesRoboticsSafety-Critical SystemsMedical DevicesAerospace
Tech Stack
Tools & technologiesPython
About the role
Key responsibilities & impact- Investigate and diagnose complex autonomous vehicle behaviors across on-road, resimulation, and synthetic simulation environments
- Perform deep technical investigations across simulation, HIL, and on-road operations
- Own complex investigations from initial triage through final resolution with little to no oversight
- Debug behaviors across perception, prediction, localization, planning, controls, and vehicle systems
- Analyze large datasets from system logs, telemetry, and software outputs using Python
- Develop automated diagnostic workflows and internal tooling using Python and Spaceship
- Build interactive dashboards using Python frameworks and Business Intelligence tools such as Looker
- Develop hypotheses from incomplete or ambiguous evidence and design analyses to test potential causes
- Identify recurring undesirable behaviors, regressions, and emerging system-level performance issues
- Categorize issues into meaningful failure modes
- Translate technical findings and performance metrics into clear summaries for executive reporting, release narratives, and cross-functional communication
- Deliver root-cause analyses, automated diagnostic workflows, data visualizations, and actionable engineering resolutions
Requirements
What you’ll need- Bachelor's degree in Engineering (Computer Science, Electrical, Systems, Robotics) or equivalent work experience
- 5+ years of professional software or systems engineering experience in safety-critical, complex systems such as Autonomous Vehicles, Robotics, Medical Devices, or Aerospace
- Thorough understanding of robotics systems, including sensors, actuators, and software autonomy stacks
- Strong proficiency in Python for data analysis and scripting
- Strong understanding of modern software development principles
- Experience building data visualizations using Python frameworks
- Willingness to learn Business Intelligence tools such as Looker
- Strong analytical and problem-solving skills for complex system performance evaluation
- Ability to perform root cause analysis using system logs
- Commitment to data quality and rigorous testing
- Proficiency with Git and standard version control workflows
- Comfort working in agile CI/CD environments
- Ability to work independently and as part of a multidisciplinary team
- Excellent communication skills and ability to synthesize complex technical findings into clear summaries
- Master's degree considered a strong plus, not required
- Experience with AV-specific diagnostic and visualization tools such as Planner Analyzer is a bonus
- Knowledge of statistical analysis and machine learning techniques is a bonus
Benefits
Comp & perks- Medical insurance
- Dental insurance
- Vision insurance
- 401(k) with a company match
- Health savings accounts
- Life insurance
- Pet insurance
- Potential bonus compensation
- Company equity
- Equal opportunity and inclusive workplace
