Data Pipelines
(ท่อส่งข้อมูล)
Definition
Data Pipelines (ท่อส่งข้อมูล) Hard Skill
The process and system of moving, transforming, and managing data efficiently from source to destination to enable analysis and operational use.
Expertise Level
Level 1
Basic
1. Understands the concept of data flow between systems.
2. Can identify basic components of a data pipeline.
3. Able to perform simple data extraction and loading tasks.
Level 2
Intermediate
1. Can design and implement basic data pipelines for routine tasks.
2. Understands data transformation and validation processes within pipelines.
3. Able to monitor and troubleshoot pipeline performance issues.
Level 3
Advanced
1. Designs scalable and reliable data pipelines handling large and complex datasets.
2. Implements automated error handling and recovery mechanisms.
3. Optimizes pipeline architecture for efficiency and data quality assurance.
