Specialist in Data Science & Applied Machine Learning
Role details
Job location
Tech stack
Job description
Do you want to create real impact with machine learning and data analysis - and not just test your models, but see them live in real software products? Then you've come to the right place !
The SBI Group has been a pioneer in digitalization for over 43 years - from the early days of IT to today's AI era. We develop customized software solutions for the finance, insurance, and food service industries, setting new standards with AI-powered elements. With us, you can contribute your ideas from day one, take on responsibility, and work on solutions that combine innovation, sustainability, and customer focus. Become part of a team that combines experience, vision, and team spirit.
Your contribution & our shared goals:
- Creativity: You develop AI models that elegantly solve complex problems, from process optimization to forecasting food service metrics.
- Sustainability: Your work contributes to using resources more efficiently and avoiding waste, e.g. through demand-oriented forecasts or process analyses.
- Collaboration: You work closely with developers, product management & our customers with openness, trust & team spirit.
- Flexibility: You decide where you work - whether remotely, on-site or hybrid.
- Development: You will grow professionally and personally in an agile environment with flat hierarchies and innovative projects.
- Impact: Your models are running productively and delivering smart, data-driven decisions for our customers., * Model development: You develop machine learning algorithms and prototypes to solve real business problems, e.g., in the areas of merchandise forecasting, sales analysis, or quality assurance.
- Production deployment: You implement your models in our software products, together with our developers and using modern cloud infrastructures.
- Data Analysis & Feature Engineering: You analyze structured & unstructured data sources (e.g., POS, ERP or IoT data) and derive insights & features for models from them.
- Monitoring & Optimization: You evaluate the performance of your models in a production environment and continuously develop them further.
- Research & Innovation: You keep up to date on new trends, algorithms & technologies in the field of data science and incorporate them into our products.
- Domain knowledge Food Service (Plus point): You develop data-driven solutions related to system and company catering, e.g. for the analysis of sales data, process times, kitchen logistics or branch comparisons.
Requirements
- Education: completed studies (Master's or PhD) in mathematics, physics, statistics, computer science, data science or a comparable field
- Machine Learning: sound knowledge in the development & implementation of ML models, e.g. with scikit-learn, pandas, TensorFlow, PyTorch or Keras
- Python & Co.: very good programming skills in Python as well as experience with Jupyter, SQL, Git, and API integrations.
- Cloud & Deployment: initial experience with cloud environments (e.g., AWS, Azure), model deployment & monitoring of models in live operation
- Visualization & Analysis: very good knowledge of data visualization (e.g., with Power BI, matplotlib, seaborn, Plotly) & exploratory data analysis (EDA)
- Data understanding: very good sense for data structures, data quality & practical application relevance; ideally in the food service or retail environment.
- Travel: Willingness to work on-site in the office occasionally
- Soft Skills: curious, responsible team player with a hands-on mentality, analytical thinking & high initiative
- Languages: very good German (at least B2/C1) & good English (B1/B2)