II.
SkillArea overview
Reference · liveskill-area:data-pipeline-testing
Data Pipeline Testing overview
Verifying data movement and transformation paths - schema contracts, idempotency, freshness, correctness, and backfill safety.
Attributes
displayName
Data Pipeline Testing
description
Verifying data movement and transformation paths - schema contracts,
idempotency, freshness, correctness, and backfill safety.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to2
- specialization:data-engineering-analytics·Specialization
- specialization:qa-testing-automation·Specialization
requires_skill_area1
- skill-area:integration-testing·SkillAreaIntegration Testing
Incoming edges
lib_requires_skill_area4
- lib-agent:data-science-ml--data-engineer·LibraryAgentdata-engineer
- lib-skill:data-engineering-analytics--airflow-dag-analyzer·LibrarySkillairflow-dag-analyzer
- lib-skill:data-science-ml--dvc-dataset-versioning·LibrarySkilldvc-dataset-versioning
- lib-skill:data-science-ml--great-expectations-validator·LibrarySkillgreat-expectations-validator
prerequisite_for_learning1
- skill-area:data-analysis·SkillAreaData Analysis
requires_skill_area2
- skill-area:etl-testing·SkillAreaETL Testing
- stack-profile:time-series-analytics·StackProfileTime-Series Analytics Stack (InfluxDB, Grafana, Telegraf, Python, Go)