Skills and Competencies attributes for the Data and Information Inventory - Data and Information Inventory and Attributes

Skills and Competencies attributes for the Data and Information Inventory

(Chapter 25 of Data and Information Inventory and Attributes)

Executive Summary: Chapter Overview

IF4IT

The Bottom Line

This chapter defines skills and competencies attributes that identify the expertise required to define, steward, protect, analyze, and operate Data and Information types. These attributes help enterprises understand whether they have the human capability needed to govern high-value or high-risk information assets effectively.

Core Concepts

Concept	Definition & Strategic Role
Stewardship Skill	Stewardship skill captures the knowledge needed to maintain definitions, quality expectations, and governance decisions. It helps assign the right people to operational data governance roles.
Technical Competency	Technical competency identifies skills required to manage schemas, platforms, integrations, analytics, or security controls associated with the data type. It links content governance to workforce planning.
Domain Expertise	Domain expertise reflects the business knowledge required to interpret the data type correctly. It is essential for definitions, quality rules, regulatory interpretation, and AI validation.

Quick Q&A

Question: Why should a data inventory capture required skills and competencies?

Answer: Governance depends on qualified people, not just metadata. Capturing required stewardship, technical, and domain expertise helps enterprises assign accountable roles, identify capability gaps, plan training, and ensure that high-risk Data and Information types are validated by knowledgeable practitioners.

Skills and Competencies attributes capture the data management and domain skills required to govern and steward this Data and Information type effectively.

The IF4IT has not yet identified standard attributes in this category for the Data and Information Inventory. This does not mean no such attributes exist — organizations building this inventory are encouraged to identify and define attributes in this category that are relevant to their specific context and governance needs.

How to cite this page

When referencing this page in academic work, internal standards, or external publications, include the page title, IF4IT as author and publisher (The International Foundation for Information Technology (IF4IT), LLC), the URL, and your access date.

Example (informal web citation):

The International Foundation for Information Technology (IF4IT), LLC. Skills and Competencies attributes for the Data and Information Inventory | Data and Information Inventory and Attributes. https://if4it.org/best-practices/data-and-information-inventory-and-attributes/skills-and-competencies-attributes-for-the-data-and-information-inventory/ (accessed 2026-09-08).

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