Data Scientist (m/f/d)

Collecting and crawling data from diverse sources (websites, databases, social networks, etc.) Preparing and preprocessing datasets, conducting initial analyses for application-oriented projects in optimization, AI, and machine learning. Independently identifying, assessing, and evaluating potential data sources to support research initiatives Involving one or two following potential application domains of smart manufacturing, market, and mobility, e.g., Manufacturing: Developing advanced optimization and AI models and algorithms in application to manufacturing, such as collaborative systems, Industry 4.0 applications, or circular economy. Managing a project on designing an opensource benchmark manufacturing databank and simulation environment, aiming to integrate classical scheduling problems (e.g., flexible job shop, resource-constrained project scheduling) with real-world applications and case studies Marketing: Setting up simulation environments for consumer behavior research applications (e.g., customization tools); Design, implement, and optimize complex online surveys using client-side scripting and platform custom code to