Autonomy Verification Engineer
Core
Develop and execute system validation strategies for L4 trucking autonomy modules (perception, planning, prediction, localization) and build diverse datasets from simulations and real-world data to evaluate safety performance.
Role type
Autonomy Verification Engineer (L4 Trucking)
Builds
Comprehensive datasets, statistical/ML models for safety analysis, and metric generation frameworks for autonomy modules.
Domain
Autonomous driving / L4 trucking / Automotive safety
Deliverable
production ML models | dashboards & analysis | client delivery
Required skills
System validation strategy, simulation tools, statistical modeling, machine learning, performance metrics definition, safety case generation, ISO 26262/ISO 21448/UL4600 knowledge, ADAS/AV system architecture
Preferred skills
C++, Python, project management, leadership in AV industry
Technologies
Simulation tools, statistical modeling frameworks, ML libraries
Responsibilities
Develop system validation strategies for autonomy modules, build datasets from simulations and real-world data, collaborate on validation test plans, analyze historical/simulation data for safety, identify and deploy metric generation frameworks, support safety case and release reports
Seniority
Mid-level, hands-on IC
