Live market data for Apache Spark — see salary ranges, hiring trends, top companies, and where to learn it fast.

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Data

Apache Spark

Last updated: September 14, 2026

/ 100 demand

Stable

Exceptional demand — companies competing for talent

Market Demand86/100Stable

US Median Salary

$149k

US Job Openings

29k

30-day Trend

+2.4%

90-day Trend

+5.9%

AI-estimated market figures, not a live jobs database

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Where to Learn Apache Spark

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Salary Range by Experience

$112k

Entry (0–2 yrs)

$149k

Median (3–6 yrs)

$188k

Senior (7+ yrs)

Career earnings trajectory: entry → senior pays +$76k more (68% growth over career)

Why This Skill Is in Demand

Spark remains a workhorse for large-scale batch processing, ETL, and distributed analytics across many enterprises. It is deeply embedded in data platforms and continues to be used for high-volume workloads.

AI can help generate Spark code and optimize some transformations, but performance tuning, cluster management, and pipeline design still need human expertise. Demand is likely to shift toward engineers who can combine Spark with modern orchestration and governance.

Future Outlook

10+ yearsestimated market relevance

Spark should remain important even as some workloads move to managed lakehouse and serverless tools. Its broad ecosystem and installed base make it a durable skill for data engineers.