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Kelly Kilgour has over 10 years of professional work experience. In 2004, Kelly began their career as an Information Systems Intern and Inventory Management Assistant at Giant Eagle. In 2007, they served as a Project Manager, Information Management Leadership Program Intern at GE Plastics. In 2008, Kelly worked as a Teaching Assistant at Carnegie Mellon University and as a Business Analyst and Data Analyst at Capital One Auto Finance. In 2009, they were a Software Developer at Expedient. From 2013 to 2016, Kelly held the role of Big Data Analytics Developer at the CERT Division at the Software Engineering Institute, Senior Data Analytics Integration Developer at UPMC, and Manager of Data Science and Business Intelligence and Data Analyst at Nowait, Inc. Since 2017, they have been a Data Scientist at CivicScience.

Kelly Kilgour obtained a Bachelor of Science (BS) in Business Administration from Carnegie Mellon University between 2004 and 2008. Kelly then obtained a Master of Science (MS) in Information Technology, Business Intelligence, and Data Analytics from Carnegie Mellon University between 2014 and 2016. In 2014, Kelly obtained four additional certificates: Exploratory Data Analysis and Getting and Cleaning Data from Coursera Verified Certificates, R Programming from Coursera Verified Certificates, and Apache Hadoop 2.0 Developer - Java from Hortonworks.