Principal Engineer Team Lead, AV Behavior

Motional AD Inc.; Las Vegas (NV); Hybrid; USD 200,000 - 275,000; Full time

Job summary

Motional AD Inc. is expanding its Systems Readiness and Performance group in Las Vegas to lead the AV Behavior Understanding and Evaluation team.

You will translate ODD requirements into actionable system behaviors and measurable acceptance criteria while guiding testing across simulation, tracks, and on‑road data. You will mentor a growing team, foster data-driven decision making, and collaborate with Autonomy, Infrastructure, and Operations to ensure safety, comfort, and assertiveness meet

Qualifications

• Bachelor’s degree with 7+ years in Systems Engineering, Autonomous Systems, or Robotics.
• Master’s/PhD with 5+ years in relevant field.
• 3+ years leading and scaling data-driven evaluation programs for autonomous driving or safety-critical tech.
• Hands-on technical leader with a track record of growing high-performing teams.
• Experience decomposing ODD requirements into vehicle capabilities and measurable criteria.
• Expertise using large-scale simulation, track, and road data to gain actionable insights.
• Strong cross-functional influence across Autonomy, Infrastructure, and Operations.

Responsibilities

• Design the System Behavior by decomposing ODD requirements into system and subsystem behaviors and interfaces.
• Develop measurable targets from policy narratives to guide autonomy teams.
• Drive evaluation strategy with metrics and reward functions across simulators, tracks, and on-road data.
• Mentor and scale a high-performing engineering team with a culture of rigor and data-driven decision-making.
• Collaborate cross-functionally to ensure design improvements and launch criteria.
• Exploit data exploration to understand problems and guide resolutions with development teams.
• Incorporate bleeding-edge metrics and learning methods to extend evaluation capabilities.

Skills

Python

SQL

Data visualization

Leadership

Communication

Data science

Statistical methods

Education

Bachelor’s degree in Systems Engineering, Autonomous Systems, or Robotics

Master’s degree/PhD in Systems Engineering, Autonomous Systems, or Robotics

Tools

Reinforcement Learning

Large-scale simulation

Job description

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 looking for a passionate, self‑starting engineering leader to lead the AV Behavior Understanding and Evaluation team within the SRP organization. This team defines the standards for safe, comfortable, and assertive autonomous driving.

What You’ll Do:

• Design the System Behavior: Decompose ODD requirements into system and subsystem behaviors and interfaces to ensure vehicle capabilities meet product requirements. Characterize the performance target against parameters used to define AV capabilities to provide nuance in performance evaluation.
• Develop actionable policies and measurable targets: Convert legal and industry policy narratives to mathematical and/or specific requirements that the autonomy teams can implement. Leverage human benchmark and industry standards to establish measurable acceptance criteria for system readiness.
• Drive Evaluation Strategy: Advance our performance assessment framework by defining key metrics and reward functions. Derive Launch Criteria and Driving policy and strategically plan and execute testing campaigns leveraging advanced structured and large scale simulation, closed‑course tracks, and on‑road data.
• Lead and Scale: Mentor and grow a high‑performing engineering team. Foster a culture of technical excellence, scientific rigor, and data‑driven decision‑making.
• Cross‑Functional Collaboration: Partner with Autonomy, Infrastructure, and the other Systems teams to drive design improvements. Ensure features generate a net positive effect on system safety, comfort, and assertiveness and meet our launch criteria.
• Data exploration: Leverage data science techniques and existing infrastructure to understand the problem space and engage with development teams to drive resolution in close collaboration with System Performance.
• Incorporate Bleeding Edge technology: Leverage a combination of learning methods and metrics along with classical metrics to stretch the horizon of performance evaluation.

What We’re Looking For:

• Bachelor’s degree and 7+ years of experience in Systems Engineering, Autonomous Systems, or Robotics, with deep expertise in one and working knowledge of the others.
• Or Master’s degree/PhD and 5+ years of experience.
• 3+ years of experience leading and scaling data‑driven evaluation programs for autonomous driving or safety‑critical emerging technologies.
• A hands‑on technical leader with a proven track record of growing small, high‑performing teams.
• Demonstrated track record in decomposing ODD requirements into vehicle capabilities, driving behavior logic, and defining measurable acceptance criteria.
• Expert at leveraging large‑scale simulation, track, and road data to extract actionable technical insights that drive resolution with development teams.
• Proven track record of building consensus and driving alignment across multidisciplinary teams—spanning Autonomy, Infrastructure, and Operations—by leveraging technical influence over organizational authority.
• Strong foundation in statistical methodology, Data Science, and scientific rigor.
• Proficiency in Python, SQL, and data visualization techniques.
• Excellent communication skills; capable of articulating complex concepts to technical peers and executive leadership alike.
• Self‑starter with a proactive mindset for driving ambiguous projects to completion.

Ideally, You Also Have:

• Master’s degree in Systems Engineering, Autonomous Systems, or Robotics.
• Familiarity with SOTIF, ISO 26262, UL4600, AVSC Behavior competencies and other industry standards.
• Experience shaping product roadmaps.
• Experience establishing and leveraging industry benchmarks as well as human naturalistic driving behaviors to improve autonomous driving.
• Familiarity with Reinforcement Learning (RL).
• Experience collaborating within agile environments and global, distributed teams.
• Experience with Industry standards and establishing human benchmarks.
• Specialized expertise in creating expansive datasets.
• Experience collaborating in an agile development environment.

We encourage a hybrid schedule with in‑office time at one of our locations in Boston, Pittsburgh, or Las Vegas to support collaboration, or this role can be fully remote.

Salary Range

$200,000 — $275,000 USD

Candidates for certain positions are eligible to participate in Motional’s benefits program. Motional’s benefits include but are not limited to medical, dental, vision, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.

Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E‑Verify. All newly‑hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.