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Join CHECK24 Vergleichsportal Karten & Konten GmbH to improve the market-leading FinTech product, Account Switch Service, leveraging state-of-the-art machine learning technologies. As a part of the team, you'll be involved in solving concrete ML problems, building new features, and supporting digital business models in an agile working environment.
Job Responsibility:
automate related business processes with the help of data science methods like classification, clustering, or named entity recognition on text and images
experiment with machine learning algorithms in the field NLP and manage training experiments with modern MLOps frameworks
stay up-to-date with the latest developments in machine learning and discuss with the team how to use generative AI models like transformers
analyze and preprocess related data pools, make decisions on the correct modeling and validate models
embed models in production-ready microservices and integrate them autonomously into the existing product and software platform
collaborate directly with IT developers and product managers in a cross-disciplinary team
Requirements:
Master’s degree in physics, mathematics, data science, statistics, computer science, business informatics or related fields
enthusiasm for the application of mathematics and machine learning technology to make financial products faster, better and even more convenient to use
first experience and strong working knowledge in data wrangling, manipulation, visualization, machine learning, and deep learning using libraries such as pandas, NumPy, scikit-learn, LightGBM, TensorFlow, etc.
solid Python programming and software engineering skills
ideally, experience with REST frameworks like FastAPI, and additional frameworks/tools such as Docker, Streamlit, MLflow, Grafana etc.
creativity and curiosity to apply cutting-edge algorithms from the data science field to products
high motivation to work in agile and cross-disciplinary teams and to share knowledge inside the data science community
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