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Data Engineering & Pipelines

A specialty within Data, AI & Analytics: 6 skill groups and 199 skills, named in 436,691 open US roles at the latest reading.

Skill groups

• Batch & Stream Processing26 skills · 65,291 open roles
• Data Integration & Ingestion65 skills · 105,209 open roles
• Data Pipeline Design & Orchestration21 skills · 101,357 open roles
• DataOps & Workflow Automation24 skills · 12,200 open roles
• Distributed & Big Data Processing30 skills · 98,475 open roles
• ETL & Data Transformation33 skills · 54,159 open roles

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