Permanent employee, Full-time · Karlsruhe (HQ)
As a Behavior Model Researcher you will develop algorithms that imitate human driving behavior for different driver types and driver states. You will leverage cutting-edge algorithms from deep learning and reinforcement learning, develop and implement new concepts to train the best human behavior models in the industry.
Combine deep learning with reinforcement learning and stochastic approaches to create novel and groundbreaking human behavior models in traffic
Integrate human behavior models into vehicle models for simulation and improve existing products
Find the ideal balance between cutting edge research and high-quality code that runs in production
Help us to keep our models on top of the industry with changing use cases in mind
Relevant work experience in Machine Learning and Robotics
University degree in Computer Science, Robotics, Control Engineering or related technical fields
Competence and interest in applied machine learning, statistics and vehicle dynamics
Practical experience with TensorFlow or similar machine learning frameworks, for both large-scale projects and rapid prototyping
Strong software engineering skills
Team player, eager to learn and hungry for new challenges
Ability to deep-dive into new approaches and research directions quickly
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