Apache Spark Contract Job Trends in Livingston

Apache Spark
West Lothian > Livingston

The table below provides summary statistics and contractor rates for jobs advertised in Livingston requiring Apache Spark skills. It covers contract job vacancies from the 6 months leading up to 2 October 2026, with comparisons to the same periods in the previous two years.

All Application Platform Skills
Livingston

Apache Spark falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring application platform skills in Livingston.

Apache Spark
Job Vacancy Trend in Livingston

Historical trend showing the proportion of contract IT job postings citing Apache Spark relative to all contract IT jobs advertised in Livingston.

Apache Spark
Top 23 Co-Occurring Skills & Capabilities in Livingston

For the 6 months to 2 October 2026, contractor job vacancies citing Apache Spark also mentioned the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all contract job ads across the Livingston region with a requirement for Apache Spark.

Apache Spark
Co-Occurring Skills & Capabilities in Livingston by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category: