Data Scientists work on improving our shop and processes with well-designed automated machine learning solutions. We analyse our data and processes to find possibilities to enhance the customer’s shopping experience through recommendations and the enrichment of our product data. Furthermore, we help to support the business departments with demand forecasting, automated sorting of customer claims and item categorization. Our Data Scientists explore our data, train models and deploy their developed services themselves, thus requiring experience not only in Data Science but also Software Engineering. Challenging current features and solutions, we constantly work on finding better ways and easier approaches to raise the quality of our products and data. We employ a variety of tools and Frameworks for these tasks: Python, BigQuery, MySQL, MongoDb, Kafka, Docker, Kubernetes, Google Cloud, sklearn, OpenCV, statsmodels, tensorflow, rasa, spacy.