Software Engineer, Simulation

Job description

Job responsibilities

• Design scalable ML workflows for generating AV scenarios - ranging from traffic simulations to synthetic scenario creation from a natural language specification.
• Contribute to tooling for migrating scenario creation using the traditional approach to AI-based scenario understanding and validation
• Own the development and upkeep of the simulation framework, driving its reliability and performance to unblock all technical stakeholders.
• Collaborate directly with internal customers and partner teams to provide solutions for their test creation workflows.
• Have an opportunity to tackle simulation and autonomy evaluation challenges across various areas of the autonomy system, including motion planning, mapping, Controls.
• Create and extend software for behavior, pathfinding, road networks, spatial queries, collision detection, vehicle control, vehicle dynamics, etc.

Job requirements

• MS or higher degree in Computer Science, Machine Learning, or related field
• Good development skills in modern C++ and Python
• Proficiency in ML libraries and experience in transformer and diffusion architectures
• Basic understanding of generative models
• 2+ years of Industry experience in ML and C++ software
• Familiarity with AV simulation environments and driving datasets