About this role
About the Role
AI Control Systems Engineer on Hyundai America Technical Center's Vehicle Control Technology Team within the Vehicle Control Software Department. The role focuses on developing AI-driven control strategies to enhance dynamics, controllability, and efficiency of Hyundai, Kia, Genesis vehicles for the North American market. What You'll Do
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Engineer machine learning solutions to replace or augment physical sensors (e.g., estimating payload, trailer mass, and/or tire-road friction) to reduce hardware costs and improve performance in rugged conditions.
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Design machine learning algorithms for high-stress systems used in towing or off-roading to predict component failures prior to occurrence, reducing downtime and maintenance costs.
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Develop machine learning algorithms to enhance personalized customer experiences within vehicle control features, adapting to individual driving styles across different environments.
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Research and develop AI-driven control strategies (by leveraging machine learning, reinforcement learning, and/or MPC) to optimize vehicle performance. Applications may include intelligent towing assist, terrain adaptation, and/or energy management.
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Adapt and optimize complex AI models for deployment onto embedded vehicle control units, ensuring real-time execution within automotive safety constraints.
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Support the transition of novel algorithms from simulation environments (e.g., Python, MATLAB/Simulink, etc.) to rapid prototyping hardware for in-vehicle integration.
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Participate in hands-on, in-vehicle testing and tuning of control algorithms, which may include supporting validation efforts at North American proving grounds or off-road testing facilities. What We're Looking For
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Basic Qualifications: Bachelor