Business and Organization Skills, Domain Knowledge and Application, Data Management and Governance, Operational Analytics, Data Visualization and Presentation, Technical Skills, Research Methods, Data Engineering Principles, Statistical Techniques, DataAnalytics, Methods, and Algorithms, Computing, Workplace Skills, Critical Thinking, Communication, Collaboration, Creativity and Attitude, Planning and Organizing, Business Fundamentals, Customer Focus, Working with Tools and Technology, Dynamic (Self) Re-Skilling, Professional Network, Ethics.

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