What you'll do

Create data products and deliver insights that support the goals and ambitions of Eurowings Digital and Eurowings Group Operations
Identify, evaluate, forecast, and provide recommendations on the optimization of Ops processes including aircraft, airport and crew areas
Work constantly on the accuracy, reliability and success rate of our Ops data products. Monitor and optimize our data products / MVPs on a regular basis
Work closely with Business Analysts, Product Owners, Data Analysts, Data Engineers and other colleagues to deliver the best data products and processes end-to-end
Keep track of the latest trends of the data science toolbox. Make our data products better by applying these new trends

Our Tech Stack: PySpark, Python , Databricks, Azure Cloud, MLflow

Ihr Profil

What you'll need

University degree in Computer Science, Mathematics, Economics or any STEM related field
3-5 years professional experience as a Data Scientist
Solid understanding of Python, SQL (complex joins, window functions) and core data science libraries
Can independently train, validate and interpret regression, classification and time series models
Able to assess performance, understand trade-offs (e.g. precision vs recall) and perform basic hyperparameter tuning
Comfortable with feature engineering, data cleaning and managing data leakage and overfitting
Familiarity with evaluation metrics for classification, regression, and time series
Experience with ML techniques including decision trees, random forests, logistic regression, and time series forecasting
Experience with MLOps practices
Proficiency with SHAP and/or LIME for model explainability

What you'll bring

Solid stakeholder and communication skills
Strong prioritization and self-management skills
The ability to think strategically about business, product and technical challenges

Data Scientist (all genders)