Experience coding in objectoriented languages including Java, Python, and C. Experience with largescale data processing using Hive, Hadoop, MySQL, and Spark. Experience designing and implementing models based on NLP techniques including questionanswering systems and namedentity recognition. Experience with data analysis and optimization of large datasets using frameworks including R, MapReduce, and SNAP. Experience working with largescale network data and analyzing network structure for models including GNN and spectral clustering. Experience optimizing and scaling models using parallel and distributed algorithms. Experience with machine learning algorithms including classification, clustering, SVM, and decision trees. Experience designing and implementing deep learning models using Tensorflow and PyTorch. Experience developing endtoend ML model deployment workflows. Experience with advanced data structures and computer algorithms. Experience writing web services for backend development using .Net, C#, XML, and Java. Employer will accept any amount of graduate coursework, graduate research experience or professional experience with the required skills.br br Continued from Sections H.4B H.10B Minimum education and experience required Masters degree or equivalent in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, Engineering any, or related field and 2 years of experience in an analytics related field; OR Bachelors degree or equivalent in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, Engineering any, or related field and 4 years of experience in an analytics related field.

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