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Azure Data Factory

Orchestrate serverless data pipelines at enterprise scale

⬢ 层级 2技术
💰
高
薪资影响
⏱
3 个月
学习时长
📊
中等
难度
👥
2
职业
一览

Azure Data Factory is a fully managed ETL/orchestration service for building data pipelines. Mid-level proficiency commands $130-160k, with senior architects earning $220-280k in enterprise environments.

什么是 Azure Data Factory

Azure Data Factory is Microsoft's fully managed, serverless data integration service that allows you to build, schedule, and monitor data pipelines at enterprise scale. It handles Extract, Transform, Load (ETL) workflows across cloud and on-premises data sources without requiring infrastructure management. ADF integrates natively with Azure services and supports hybrid scenarios through Self-hosted Integration Runtime. - Enterprise demand: Most Fortune 500 companies use ADF for their data lakehouse strategies

🔧 工具与生态
Azure Data Factory UICopy ActivityData FlowMapping Data FlowPipelines & TriggersAzure Integration RuntimeLinked ServicesDatasetsAzure MonitorGit Integration

💰 各地区薪资

地区初级中级高级
🇺🇸USA$85k$145k$240k
🇬🇧UK£62k£105k£175k
🇪🇺EU€58k€98k€165k
🇨🇦CANADAC$95kC$160kC$270k

🎓 认证

Azure Data Engineer Associate (DP-203)
Azure Solutions Architect Expert

🎯 使用 Azure Data Factory 的职业

Mobile Developer
Privacy Engineer

⚖ 对比

Apache Airflow

❓ 常见问题

▶What's the difference between Copy Activity and Data Flow?
Copy Activity is for simple data movement; Data Flow handles complex transformations with visual designer.
▶Can I run Data Factory pipelines on-premises?
Yes, use Azure Integration Runtime (Self-hosted) to connect on-prem resources.
▶How do I schedule pipeline runs?
Use trigger types: scheduled (time-based), event-based (storage events), or tumbling window (recurring intervals).
▶What's the pricing model?
Pay per pipeline run, data movement units, and integration runtime usage; no minimum commitments.
▶How do I debug failing pipelines?
Use Pipeline Debug mode in UI, check Activity Run details, and review Azure Monitor logs.
▶Is Data Factory HIPAA compliant?
Yes, if deployed in compliant Azure regions with appropriate security controls.

🔗 相关技能

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