• Data mining or extracting usable data from valuable data sources
• Using machine learning tools to select features, create and optimize
classifiers
• Carrying out preprocessing of structured and unstructured data
• Enhancing data collection procedures to include all relevant information for
developing analytic systems
• Processing, cleansing, and validating the integrity of data to be used for
analysis
• Analyzing large amounts of information to find patterns and solutions
• Developing prediction systems and machine learning algorithms