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Live market data for Streaming Pipelines — see salary ranges, hiring trends, top companies, and where to learn it fast.
Is it in my resume?Data Engineering
Last updated: July 7, 2026
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Real-time data is now a competitive requirement for fraud detection, personalisation, IoT, and AI model serving. Kafka and Flink expertise is highly sought in fintech, e-commerce, and logistics.
Growing for 9 years. Real-time AI inference and streaming ML feature stores are creating new demand.
Salaries in USD annual median · Local currency and cost of living may vary.
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Confluent Certified Developer for Apache Kafka
Confluent
Industry standard for streaming data expertise
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