Data Architecture
(สถาปัตยกรรมข้อมูล)
Definition
Data Architecture (สถาปัตยกรรมข้อมูล) Hard Skill
Data Architecture involves designing, creating, and managing the structure and organization of data systems to ensure efficient data storage, integration, and accessibility across an organization.
Expertise Level
Level 1
Basic
1. Understands basic concepts of data structures and databases.
2. Can identify common data storage methods and formats.
3. Knows fundamental data modeling principles.
Level 2
Intermediate
1. Designs logical data models and basic schemas for applications.
2. Integrates data from multiple sources ensuring consistency and quality.
3. Applies principles of data governance and security in architecture design.
Level 3
Advanced
1. Develops scalable and high-performance data architecture strategies.
2. Leads complex data integration and migration projects.
3. Implements advanced data management solutions including metadata and master data management.
