Technology skill
Spark jobs
A distributed engine for processing large datasets. A heavy data-engineering skill. Below: the 8 occupations it unlocks on this board, live counts included, and the skills that show up beside it in real postings.
What Spark unlocks
Occupations whose postings name this skill, from the adjacency data the instrument runs on. Counts are live board inventory, refreshed nightly.
| Occupation | Live roles | More |
|---|---|---|
| Data Engineer | 600 | salary |
| Solutions Architect | 600 | salary |
| Data Scientist | 458 | salary |
| Data Analyst | 429 | salary |
| Machine Learning Engineer | 274 | salary |
| BI Developer | 69 | salary |
| Data Architect | 65 | salary |
| MLOps Engineer | 27 | salary |
Named beside it
Co-occurrence measured over 28,628 postings: how often each skill appears in the same posting as Spark.
Quick answers
What is Spark?
A distributed engine for processing large datasets. A heavy data-engineering skill. On this board it is a technology skill, extracted from posting text by the nightly scrape. Every skill, defined: the glossary.
How many jobs ask for Spark?
Spark unlocks 8 occupations on this board, with 2,522 live roles across them right now. The largest is Data Engineer (600 open).
What skills pair with Spark?
Measured over 28,628 postings, the skills most often named beside Spark are Pandas/NumPy (together in 41), Unity (together in 35), dbt (together in 69).
Skills are extracted from posting text by the nightly scrape and mapped to occupations through the same lexicon the career instrument uses. A skill page exists only while enough live roles are reachable through it; counts are inventory, never padding.