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- Carry out in-depth research and analysis exploring promotion-related data sets, including large sets of real-world experimental data, to understand behavior, highlight model improvement opportunities, and understand shortcomings and limitations.
- Define data quality standards for understanding typical behavior, capturing outliers, and detecting model performance issues.
- 3+ years of building models for business application experience
- PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
- Experience programming in Java, C++, Python or related language
- Experience in designing experiments and statistical analysis of results
- Experience in professional software development
- Knowledge of architectural concepts and algorithms, schedule tradeoffs and new opportunities with technical team members
- 2+ years of designing experiments and statistical analysis of results experience
- 2+ years of hands-on predictive modeling and large data analysis experience
These jobs might be a good fit