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Data Practitioner (Skills (Multiple Technologies (Microsoft Excel, SQL,…
Data Practitioner
Skills
Multiple Technologies
Microsoft Excel
SQL
Python
R
Understanding of Business & Outcomes
Quantitative Skills
(Linear) Algebra
Multivariable calculus
Probability & Statistics
Interpretation of Data
Programming
Machine Learning
Communication and Data Visualization
Visual Encoding
Data Presentation
Knowing Your Audience
T-Shape
Broad
Boundary-crossing competencies
Communication
Perspective
Teamwork
Critical Thinking
Project Management
Understanding and Communication
Many Disciplines
Many Systems
Ability to Apply Knowledge Across Situations
Deep
Disciplinary Skill
Analytic Thinking and Problem Solving
Deep in at Least One System
Deep in at Least One Discipline
T-Shape