Apache Spark jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-11, Apache Spark appears in 1,741 job postings indexed by Skillenai over the past 90 days — most often required for Data Engineer roles, with demand down 8% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-11
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Frequently asked questions about Apache Spark
+Is Apache Spark in demand in 2026?
Yes. Apache Spark appears in 1,741 job postings indexed by Skillenai over the 90 days ending 2026-08-11, with demand down 8% vs the prior 4 weeks. It is most often required for Data Engineer roles (22% of Data Engineer postings list it).
+What jobs require Apache Spark?
According to the Skillenai jobs index over the 90 days ending 2026-08-11, the job titles most likely to require Apache Spark are Data Engineer (22% of postings list Apache Spark), Software Engineer (17% of postings list Apache Spark), Solutions Architect (8% of postings list Apache Spark).
+What skills are commonly paired with Apache Spark?
Across job postings indexed by Skillenai (90 days ending 2026-08-11), Apache Spark most often appears alongside Python, SQL, AWS, Scala, Java.
+Where is Apache Spark most in demand?
As of 2026-08-11, the metro areas posting the most jobs requiring Apache Spark are Bengaluru, New York City, London, San Francisco, Singapore, according to the Skillenai jobs index.
+How can I keep up with new Apache Spark content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Apache Spark alongside the jobs index. You can subscribe to a daily email digest of new Apache Spark content from your Skillenai account.
Weekly job postings requiring Apache Spark — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require Apache Spark
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Engineer | 378 | 21.7% |
| Software Engineer | 290 | 16.7% |
| Solutions Architect | 146 | 8.4% |
| Forward Deployed Engineer | 74 | 4.3% |
| Machine Learning Engineer | 71 | 4.1% |
| Data Scientist | 44 | 2.5% |
| Solution Engineer | 39 | 2.2% |
| Engineering Manager | 35 | 2.0% |
| Data Analyst | 21 | 1.2% |
| Data Architect | 19 | 1.1% |
Top metros hiring for Apache Spark
| Name | Postings | Share |
|---|---|---|
| Bengaluru | 73 | 4.2% |
| New York City | 70 | 4.0% |
| London | 41 | 2.4% |
| San Francisco | 40 | 2.3% |
| Singapore | 35 | 2.0% |
| Amsterdam | 33 | 1.9% |
| Paris | 27 | 1.6% |
| Toronto | 26 | 1.5% |
| Tokyo | 24 | 1.4% |
Skills commonly paired with Apache Spark
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-11. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 8941fbaa6b04f7b4
- data_as_of
- 2026-08-11
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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