2 statistics jobs found in Stuttgart

Tasks This internship is the foundational first phase of an innovative project aimed at developing a machine learning-based "Load Profile Generator" for vehicle E/E powernet simulations. Your mission is to analyze our rich datasets of vehicle operational data and conduct the critical research needed to select the optimal ML architecture for this task. The results of your internship will directly inform and enable a subsequent Master's thesis project focused on model implementation and integration. During your internship you will dive deep into large time-series datasets from vehicle measurements to understand underlying patterns, distributions, and characteristics of vehicle power consumption. Furthermore you will develop as well as implement robust scripts and workflows for cleaning, transforming, and preparing the raw data into a structured format suitable for ML model training. You will identify and create meaningful features from the time-series data that...

freenet offers a comprehensive portfolio covering mobile communications, internet, and TV entertainment. Online at www.freenet-digital.de and in approximately 520 of our own stores, every customer finds the ideal solution for their digital life. We provide personal, independent, and individualized advice throughout Germany. Here's what you can expect. Do you want to create real added value with data and actively contribute to the further development of data-driven receivables management? In a challenging and dynamic environment, you will work at the intersection of analytics, business processes, and operational management. You will use modern analysis and modeling methods to better understand payment and customer behavior, identify risks early on, and derive effective management strategies. Together with a dedicated team, you will develop data-driven decision-making tools, optimize existing processes, and translate analytical models into concrete operational...