Software Engineer, Simulation
- 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.
- 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
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