Senior Robotics Engineer, AV Performance Diagnosis & Evaluation

Mission Summary:

The Systems Readiness and Performance team is the crucial bridge between software development and real-world deployment. We are responsible for driving system design, for verifying and validating the autonomy stack, and for defining, measuring, and validating system performance targets. We work closely with stakeholders in autonomy, infrastructure, and operations to build the definitive safety case for the commercial launch of our fully driverless IONIQ 5 robotaxis in Las Vegas later this year.

We are seeking a highly skilled and autonomous Senior Robotics Engineer to play a critical role in investigating and diagnosing complex autonomous vehicle (AV) behaviors across on-road, resimulation, and synthetic simulation environments. This engineer will be responsible for taking end-to-end ownership of ambiguous problem spaces, utilizing Python, custom Spaceship tooling, and data visualization platforms to effectively perform root-cause analysis on emergent behaviors across our autonomy stack. Their work will directly contribute to accelerating the development of safe and reliable autonomous technologies by transforming deep technical debugging into clear summaries that support unified release narratives and executive insights.

What You'll Be Doing:

• System Diagnosis & Root Cause Analysis: Perform deep technical investigations of undesirable AV behaviors across simulation, HIL, and on-road operations. Take end-to-end ownership of complex investigations, driving solutions autonomously from initial triage to final resolution with little to no oversight.
• Cross-Subsystem Debugging: Debug behaviors across perception, prediction, localization, planning, controls, and vehicle systems. Reason across subsystem boundaries to diagnose emergent behaviors resulting from component interactions.
• Data Analysis & Tooling: Analyze large datasets from system logs, telemetry, and software outputs using Python. Develop automated diagnostic workflows and custom internal tooling using Python and Spaceship to increase the speed and scale of investigations.
• Performance Visualization: Design and build interactive dashboards using Python frameworks and Business Intelligence tools (e.g., Looker) to effectively measure, analyze, and report on the performance of our AV systems.
• Hypothesis Generation: Develop technical hypotheses from incomplete or ambiguous evidence, distinguish behavioral symptoms from underlying root causes, and design analyses to systematically test potential causes.
• Problem Space Identification: Autonomously identify recurring undesirable behaviors, regressions, and emerging system-level performance issues, categorizing them into meaningful failure modes.
• Technical Storytelling & Synthesis: "Dive deep" into technical complexities to uncover root causes, then step back to synthesize findings. Translate raw performance metrics into clear summaries that support executive-level reporting, unified release narratives, and cross-functional communication.
  
  

What We're Looking For:

• Education: Bachelor's degree in Engineering (Computer Science, Electrical, Systems, Robotics) or equivalent work experience, with a Master's degree considered a strong plus.
• Robotics Experience: 5+ years of professional software or systems engineering experience working on 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.
• Data & Analytics Expertise: Strong proficiency in Python for data analysis and scripting, backed by a strong understanding of modern software development principles. Experience building data visualizations using Python frameworks, with a willingness to learn Business Intelligence tools (e.g., Looker).
• Systems Thinking & Quality: Strong analytical and problem-solving skills for complex system performance evaluation. Ability to think logically, remove bias, perform root cause analysis using system logs, and maintain a strict commitment to data quality and rigorous testing.
• Engineering Workflows: Proficient with Git and standard version control workflows, and entirely comfortable working in a fast-paced, agile, continuous integration/continuous delivery (CI/CD) environment.
• Autonomy & Communication: Proven ability to work both independently and effectively as part of a multidisciplinary team. Excellent communication skills with the ability to synthesize complex technical findings into clear summaries that support cross-functional teams and executive leadership.
  
  

Bonus Points (not required):

• Experience using AV-specific software diagnostic and visualization tools (e.g., Planner Analyzer) to troubleshoot complex autonomy behaviors.
• Knowledge of statistical analysis and machine learning techniques relevant to performance evaluation.
  
  

Success Metrics:

• Core Diagnosis & RCA: Effective execution of deep technical investigations that accurately isolate the underlying root causes of complex, cross-subsystem AV behaviors and translate them into actionable engineering resolutions.
• Diagnostic Automation: Successful implementation of robust, automated diagnostic workflows that significantly reduce the time required to triage and resolve anomalous AV behaviors.
• Technical Synthesis & Insights: Consistent delivery of accurate, high-impact data visualizations and clear summaries that directly accelerate AV development and system maturity.
  
  

Physical Demands:

While performing the duties of this job, the employee is frequently required to sit, talk, or hear. The employee is occasionally required to stand and at times for long periods; walk; use hands to finger, handle, or feel; reach with hands and arms. The employee must occasionally lift and move up to 50 pounds.

Travel Requirements (greater than 20%):

Expected to travel for 1-2 weeks each quarter visiting all of our testing sites - mostly to LV, but also domestically as needed for the business.

Working Environment:

The work environment characteristics described here represent those a team member encounters while performing the essential functions of this job. Reasonable accommodation may be made to enable individuals with disabilities to perform the essential functions. The team member is regularly exposed to mechanical and computer parts. The team member is occasionally exposed to fumes and/or airborne particlesThe noise level in the environment is low to moderate. 

This role is hybrid from our Boston or Las Vegas office. It requires in-office days each week.

Motional AD LLC is an Equal Employment Opportunity employer and we welcome all qualified applicants.  All applicants will receive impartial consideration without regard to race, sex, color, national origin, age, disability, veteran status, genetic data, religion, gender identity, sexual orientation or other legally protected status.  Motional AD LLC is a Drug-free workplace.

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