As a Senior Tech Lead - E2E AI Simulation & Evaluation for Advanced Autonomous Driving, you will be at the forefront of building a cutting-edge, multi-level simulation environment to accelerate the development and validation of our AI-based autonomous driving systems. You will lead the technical vision and execution for our high-throughput simulation and evaluation platforms, focusing on both high-fidelity sensor-level simulation and scalable object-level simulation. Your work will directly address the challenge of scaling up training and testing without a massive real-world fleet, enabling us to generate billions of kilometers of driving experience and ultimately train a robust world model for our AI systems. This is a global role that requires you to define and manage a global simulation ecosystem that enables continuous development and deployment of our ADAS systems. You will be a central part of our Bosch ADAS Global AI Backbone.ResponsibilitiesLead AI Simulation Strategy: Define and execute the technical roadmap for high-throughput and closed-loop simulation. This includes both high-fidelity sensor-level simulation for perception training and scalable object-level simulation for behavioral training, leveraging GPU-accelerated technologies and parallelization methods.Drive Innovation: Foster a culture of innovation by exploring emerging simulation technologies, such as those from open-source projects or industry leaders. Lead the development of a world model to predict and generate complex, realistic scenarios for both training and validation.Build Simulation & Evaluation Platforms: Oversee the design and evolution of the simulation ecosystem, encompassing scenario generation, behavior simulation, model training through reinforcement learning, and a robust testing and evaluation framework.Global Collaboration: Work closely with global ADAS teams to ensure the simulation and evaluation platforms are seamlessly integrated and support various L2 systems. Your experience with L2 system SoP (Start of Production) is a must.Technical Leadership: Lead, mentor, and inspire a team of highly skilled engineers, fostering collaboration and ensuring the team's work is aligned with the overall ADAS technology roadmap.System Integration: Ensure the simulation platform and its generated data are effectively used for both open-loop and closed-loop testing to validate AI model performance and system robustness before physical vehicle deployment.
