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Luke Patterson has a diverse work experience, starting in 2010 as a Summer Administrative Assistant at National Labor College. In 2011, they worked as a Research Assistant at OSHA, and in 2012, they served as a Research Assistant at the Economic Security Index at Yale University and as a Policy Assistant at the Consumer Financial Protection Bureau. In 2013, Luke joined IMPAQ International as a Data Scientist and worked there until 2020. Currently, they are employed as a Data Scientist at the American Institutes for Research, starting in April 2020.

Luke Patterson earned a Bachelor of Science (BS) degree in Labor and Industrial Relations from Cornell University in the years 2009 to 2013. Later, they pursued a Master's degree in Public Policy Analysis at the University of Maryland from 2014 to 2017.