Knowledge of andor experience with can be gained through education andor experiencebr Advanced SQLbr Python or equivalent in R, numpy, scipy, pandas, sklearn, plotlymatplotlib;br Hypothesis testing such as Z score, T score and other alternative methods;br Excel and Google Sheets;br Visualization tools such as Amazon AWS, Quicksight or Tableau; andbr Collaborative coding practices using git.br br The skills, knowledge andor experience listed here need not be maintained over the full term of experience noted in Sections H.6A, H.8C andor H.10A.

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