- Analyze large-scale datasets
- Apply causal inference for experiments and attribution
- Combine experimentation and statistical methods
- Communicate results to business partners
- Define advertising effectiveness and incrementality questions
- Design and implement quantitative methods
- Develop analytical and machine learning models
- Develop and improve advertising data products
- Perform exploratory data analysis