Data Scientist – Machine Learning (m/w/d)
Core
Develop and operationalize machine learning models to solve concrete business questions and create data-driven solutions across various business areas.
Role type
Machine Learning Engineer (IC)
Builds
Production ML models and applications for business use cases
Domain
Data Science / Machine Learning
Deliverable
production ML models
Required skills
Python, SQL, Machine Learning (forecasting, classification, clustering, optimization), Statistics, Data Modeling, Data Pipelines
Preferred skills
Model Deployment, Monitoring, Retraining, Large-scale data handling, Modern data platforms
Technologies
Pandas, NumPy, Scikit-Learn, TensorFlow, PyTorch
Responsibilities
Analyze large datasets to identify patterns and business potentials; Develop, train, validate, and optimize ML models; Conduct model evaluations and experiments; Develop Proof of Concepts and transition solutions to production; Support deployment, monitoring, and retraining of models; Ensure data and model quality with documentation; Identify and prioritize use cases with business units; Present analysis results and recommendations to technical and non-technical stakeholders.
Seniority
Mid-Senior, 3-5 years experience