JD: Accountabilities Exploration/Opportunity Identification• Identifies what data is available, including internal and external data sources, leveraging new data collection processes (e.g., collaborating with customers to create new information via a survey)• Works with internal and external subject matter experts to select the relevant sources of information• Explores diverse data sets from a variety of different sources to gather, synthesize and analyze relevant data and draw conclusions that can be used to identify relevant issues, business concerns, and trends• Formulates hypotheses about relationships and underlying models and carry out experiments with the data to test hypotheses and models• Explores data to discover or refine hypotheses, discovers new relationships, insights and analytic paths from the data Statistical Analysis & Evaluation• Develops experimental design approaches to validate finding(s) or test hypotheses• Identifies/creates the appropriate algorithm to discover patterns• Gathers relevant information, identifies relationships, deduces from cause to effect, and draws logical conclusions• Finds patterns in the data and finding correlation in related or unrelated variables• Works in iterative processes with the customer/business partner and validates findings• Develops innovative and effective approaches to solve analytical problems and communicates results and methodologies• Develop metrics that can be used to drive business decisions• Provides analytics expertise in order to solve in depth and technical problems• Applies intermediate/advanced statistical and predictive modeling techniques to build, maintain, and improve on multiple real-time decision systems
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JD: Accountabilities Exploration/Opportunity Identification• Identifies what data is available, including internal and external data sources, leveraging new data collection processes (e.g., collaborating with customers to create new information via a survey)• Works with internal and external subject matter experts to select the relevant sources of information• Explores diverse data sets from a variety of different sources to gather, synthesize and analyze relevant data and draw conclusions that can be used to identify relevant issues, business concerns, and trends• Formulates hypotheses about relationships and underlying models and carry out experiments with the data to test hypotheses and models• Explores data to discover or refine hypotheses, discovers new relationships, insights and analytic paths from the data Statistical Analysis & Evaluation• Develops experimental design approaches to validate finding(s) or test hypotheses• Identifies/creates the appropriate algorithm to discover patterns• Gathers relevant information, identifies relationships, deduces from cause to effect, and draws logical conclusions• Finds patterns in the data and finding correlation in related or unrelated variables• Works in iterative processes with the customer/business partner and validates findings• Develops innovative and effective approaches to solve analytical problems and communicates results and methodologies• Develop metrics that can be used to drive business decisions• Provides analytics expertise in order to solve in depth and technical problems• Applies intermediate/advanced statistical and predictive modeling techniques to build, maintain, and improve on multiple real-time decision systems