Senior Data Scientist - Marketing (m/f/d)
Tasks
- Build dashboards and Streamlit applications
- Build response curve and elasticity models
- Create budget allocation recommendations
- Develop causal inference experiments
- Develop marketing mix model
- Estimate marketing incremental impact
- Evaluate web behavioral attribution approaches
- Extend bid target steering framework across channels
- Perform prior elicitation and validation
- Present model findings to stakeholders
Perks/Benefits
- Coverflex allowance
- Discounts on Company Services
- Flexible work hours
- Meal allowance
- Private health insurance
- Vacation days
- Volunteer day
Skills/Tech-stack
AWS Athena | AWS Redshift | Airflow | Attribution Modeling | Bayesian Methods | Bayesian Structural Time Series | Causal Inference | Difference-in-differences | Interrupted Time Series | Machine Learning | Marketing Mix | Marketing Mix Modeling | Matplotlib | Mix Modeling | Model Evaluation | NumPy | Pandas | Plotly | Pymc | Python | SQL | Scikit-learn | Streamlit | Structural Time Series | Supervised Learning | Time Series | Unsupervised Learning
Education
Roles
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