DESCRIPTION:
The Economic Value & Optimization (EV&O) team builds causal econometric models that quantify the long-term economic value of Amazon's retail selection. Our models inform portfolio-level assortment decisions worth billions in projected OPS impact. We are looking for an Econ intern to work on improving our dynamic causal modeling framework and strengthening the empirical grounding of model outputs through experimental calibration. The intern will work with senior economists and scientists to develop methodological improvements that directly influence how Amazon decides what assortment to carry.
Key job responsibilities
- Develop and test extensions to our dynamic econometric framework including incorporating Gen AI methodology.
- Design and implement models to reconcile counterfactual estimates with experimental treatment effects from selection de-assortment experiments.
- Conduct econometric analyses on large-scale customer behavior panel data.
- Quantify model performance using validation metrics and identify sources of bias.
- Communicate findings to science leadership and business stakeholders through written documents and presentations.
BASIC QUALIFICATIONS:
- Are enrolled in a Ph.D. in econometrics, statistics, industrial engineering, operations research, optimization, data mining, analytics, or equivalent quantitative field
- Experience in econometrics (e.g., program evaluation, forecasting, time series, panel data, or high dimensional problems), economic theory, and quantitative methods
- Experience with statistical analytics and programming languages such as R, Python, Ruby, etc.
- Experience working with large, complex data sets
PREFERRED QUALIFICATIONS:
- Experience statistical modeling, or related analytic techniquesThe base salary range for this position is listed below. Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location. Amazon also offers comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage), 401(k) matching, paid time off, and parental leave. Learn more about our benefits at https://amazon.jobs/en/benefits.
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