Spark
Real-time demand data from active job postings. Updated weekly from the same index powering all Datamata intelligence tools.
Active listings
210
30-day trend
-42.9%
% of listings
3%
As of July 2026, Spark appears in 210 active engineering job listings (3% of tracked engineering postings).
Source: Datamata Studios — methodology and update cadence.
Skills that pair with Spark
% of Spark listings that also require each skill
Top roles hiring Spark
Active listings by role title in engineering
Is Spark in demand in 2026?
Spark appears in 210 active job listings in the engineering category — representing 3% of all tracked engineering postings. Over the past 30 days demand has declined 42.9%.
Spark most commonly appears alongside Databricks, MLflow, Excel in job requirements. Building proficiency in these complementary skills can significantly strengthen a candidate profile.
Spark demand FAQ
Is Spark in demand in 2026?
Spark appears in 210 active engineering job listings, about 3% of tracked engineering postings. Demand has declined 42.9% over the past 30 days.
What roles require Spark?
Spark is most in demand for Full Stack Developer roles, followed by Backend Engineer and QA Engineer, based on active engineering listings.
What skills pair with Spark?
Spark most commonly appears alongside Databricks, MLflow and Excel in job requirements.
Explore related intelligence
Further reading
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ReadBased on active job listings in the engineering category · Updated weekly