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Data Engineer

Also known as: Data Pipeline Engineer, Big Data Engineer, Analytics Engineer, ETL Developer

AI Impact Score

40/100

AI can automate some pipeline creation and optimization, but designing scalable data architectures and ensuring data quality at scale requires deep technical expertise.

$85k – $170k

Salary Range

booming

Growth Outlook

180,000

Total Jobs (US)

+20%

Growth Rate

Task Breakdown

Tasks at Risk (4)

Basic ETL script generationStandard data transformationsSimple pipeline monitoringBasic SQL query optimization

AI-Enhanced Tasks (4)

Data quality analysisPipeline optimizationAnomaly detectionSchema inference

Human-Safe Tasks (5)

Data architecture designComplex system integrationPerformance troubleshootingData governance implementationCross-team collaboration

Current Skills

Python/ScalaSQLSparkCloud Data PlatformsETL Tools

Future-Proof Skills

Real-Time Streaming Data Mesh Architecture ML Pipeline Engineering DataOps

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