6651

May 21, 2020
KSATs
6651 (NIST ID: S0119)

Skill

Skill in Regression Analysis (e.g., Hierarchical Stepwise, Generalized Linear Model, Ordinary Least Squares, Tree-Based Methods, Logistic).
Items denoted by a * are CORE KSATs for every Work Role, while other CORE KSATs vary by Work Role.

Core KSAT for the following Work Roles

Data Scientist (Core) ID: 423 (NIST ID: N/A) Workforce Element: Data/AI

Uncovers and explains actionable insights from data by combining scientific method, math and statistics, specialized programming, advanced analytics, AI, and storytelling.

Additional KSAT for the following Work Roles

Data Scientist (Additional) ID: 423 (NIST ID: N/A) Workforce Element: Data/AI

Uncovers and explains actionable insights from data by combining scientific method, math and statistics, specialized programming, advanced analytics, AI, and storytelling.