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field Experience with education research methods, including quantitative research methods and statistics (e.g., proficiency in multilevel statistical modeling using R), and/or experience with qualitative
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mastery of core disciplinary areas including methods of optimization, applied probability modeling and statistical analysis, manufacturing systems design and operation, and systems analysis and methodology
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public speaking Familiarity with machine learning techniques and when they should be used Familiarity with statistical and data mining techniques and when it is appropriate to use them Strong problem
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