Senior Applied Scientist - Lounge by Zalando (all genders)
Tasks
- Build production-ready solutions
- Collaborate with engineers on production deployment
- Communicate results to stakeholders
- Contribute ideas to product roadmap
- Deploy machine learning solutions
- Design and develop forecasting models
- Design and develop optimization models
- Develop model and optimizer
- Engineer features
- Ensure scalable integrations
- Evaluate machine learning models
- Identify improvements for buying decisions
- Implement CI/CD pipelines
- Monitor and iterate models
- Own machine learning system lifecycle
- Perform data exploration
- Translate business goals into objective functions
- Write tests and ensure code quality
Perks/Benefits
- Employee shares program
- Family services
- Fashion and beauty discounts
- Health and wellbeing benefits
- Hybrid working
- Mental health support
- Paid volunteering days
- Relocation assistance
- Remote work
- Training platform
Skills/Tech-stack
CatBoost | Causal Inference | Classification | Constrained optimization | Gurobi | Heuristics | Integer Programming | LightGBM | Linear Programming | Machine Learning | Mathematical Optimization | NumPy | OR-Tools | Pandas | PyTorch | Pyomo | Python | Regression | Scikit-learn | Simulation | TensorFlow | Uncertainty Estimation | XGBoost
Education
N/A
Roles
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