Qualifications
- Experience building machine learning models or developing algorithms for business application.
- Experience with causal inference methods (e.g., A/B testing, difference-in-differences, instrumental variables, propensity scoring, synthetic controls).
- Experience designing and analyzing A/B tests and geo experiments at scale.
- Experience building marketing measurement models (MMM, CLV, multi-touch attribution).
- PhD in Statistics, Economics, Computer Science, Machine Learning, Operations Research, or equivalent quantitative field