Internship - Failure Mode Discovery and Mitigation for Machine Learning Models (f/m/d)

Job description

We are CARIAD, the automotive software company of the Volkswagen Group. Our teams build automotive software platforms and digital customer functions for iconic brands like Audi, Volkswagen, and Porsche – supporting the Volkswagen Group in becoming the leading automotive technology company. With CARIDIANS in Germany, the USA, China, Estonia, and India, we are transforming automotive mobility for everyone. Join us and be part of this exciting journey! YOUR TEAM: To support our "AI Performance Management" team, we are currently looking for an intern. In your role you get first-hand experience in developing model/data debugging/debiasing methods and will be an integral part of the team that works on providing certifications of performance related requirements relevant to our full software stack. WHAT YOU WILL DO: - Research and assess novel methods for model/data debugging/debiasing enhancing the model robustness for the perception task in Automated Driving - Investigate, train and evaluate neural networks for different downstream tasks (e.g. classification, object detection or beyond) - Implement, apply, and evaluate model/data debugging/debiasing methods on trained perception models...