About the role:The Scenario Simulation team is responsible for building a simulation engine that simulates the systems downstream of the perception system. The team works on realistic actor behaviors and other infrastructure tooling for generating diverse scenarios to validate Autonomy. You will have an opportunity to drive immediate user value while architecting advanced, AI-powered frameworks for long-term safety validation.
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.
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Required Qualifications:- 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
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Desirable Qualifications:- 2+ years of Industry experience in ML and C++ software
>- Familiarity with AV simulation environments and driving datasets
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$120,000 - $150,000 a year
Exact compensation may vary based on skills and experience
Your opportunities joining PlusAIWork, learn and grow in a highly future-oriented, innovative and dynamic field.
Wide range of opportunities for personal and professional development.
Catered free lunch, unlimited snacks and beverages.
Highly competitive salary and benefits package, including 401(k) plan.
