Spark
Real-time demand data from active job postings. Updated weekly from the same index powering all Datamata intelligence tools.
Active listings
236
30-day trend
+48.5%
% of listings
5%
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 236 active job listings in the engineering category — representing 5% of all tracked engineering postings. Over the past 30 days demand has grown 48.5%.
Spark most commonly appears alongside Excel, Databricks, MLflow in job requirements. Building proficiency in these complementary skills can significantly strengthen a candidate profile.
Companies hiring Spark
Explore related intelligence
Further reading
Data Engineer Resume Guide (2026): What the Hiring Market Actually Wants
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ReadData Engineer Skills for Your Resume: How to Describe Your Pipeline Stack
Python appears in 82% of data engineer postings but 'proficient in Python' signals nothing. A skill-by-skill breakdown of how to describe your pipeline stack — by tool, depth and outcome — at entry, mid and senior.
ReadAI Engineer Resume Guide (2026): How to Position a Role That Barely Existed Three Years Ago
A job-posting analysis of AI engineer resume requirements — LLM integration skills, RAG and vector database demand, salary benchmarks, skill heatmaps and annotated resume examples for a role that is evolving faster.
ReadBased on active job listings in the engineering category · Updated weekly