Senior Data Scientist - Marketing (m/f/d)
Tasks
- Adapt bid target steering framework across channels
- Build internal dashboards and Streamlit applications
- Build response curve and elasticity models
- Develop and validate Marketing Mix Model
- Develop causal impact analysis for marketing investments
- Evaluate data driven attribution using web behavioral data
- Present model findings to stakeholders
Perks/Benefits
- Coverflex allowance
- Exclusive service rates
- Flexible work setup
- Meal allowance
- Private health insurance
- Vacation days
- Volunteer day
Skills/Tech-stack
AWS | Airflow | Attribution Modeling | Bayesian Methods | Bayesian Structural Time Series | Causal Inference | Curve Modeling | Difference-in-differences | Elasticity Modeling | Interrupted Time Series | Machine Learning | Marketing Mix | Marketing Mix Modeling | Matplotlib | Mix Modeling | Model Evaluation | NumPy | Pandas | Plotly | Pymc | Python | Response Curve | Response Curve Modeling | SQL | Scikit-learn | Streamlit | Structural Time Series | Supervised Learning | Time Series | Unsupervised Learning
Education
N/A
Roles
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