Tech Stack

Description

In this role, you will develop and execute system validation strategies for autonomy modules (perception, planning, prediction, localization) for L4 trucking. You'll build comprehensive datasets from simulations and real-world data, work with systems engineering teams on validation test plans, and develop statistical and machine learning models for safety performance evaluation. You'll also identify performance metrics, deploy frameworks for metric generation, and support safety case generation.

Requirements

• 3+ years experience in ADAS or autonomous driving
• MS/BS in Robotics, Aerospace, CS, or equivalent
• Experience with ADAS, autonomous systems, and robotics
• Knowledge of ISO 26262, ISO 21448, UL4600
• Knowledge of ADAS/AV system architecture and scripting/simulation tools

Responsibilities

• Develop and execute system validation strategy for autonomy modules (perception, planning, prediction, localization)
• Build comprehensive datasets from simulations and real-world data
• Work with systems engineering teams on validation test plans for ODD and behavior coverage
• Develop statistical and machine learning models for safety performance evaluation
• Identify, measure, and report on performance metrics; build frameworks for metric generation