Data Validation Job Trends in Dumbarton

Data Validation
West Dunbartonshire > Dumbarton

The table below provides summary statistics and salary benchmarking for jobs advertised in Dumbarton requiring Data Validation skills. It covers permanent job vacancies from the 6 months leading up to 20 December 2025, with comparisons to the same periods in the previous two years.

All Process and Methodology Skills
Dumbarton

Data Validation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Dumbarton.

Data Validation
Top 21 Co-Occurring Skills & Capabilities in Dumbarton

For the 6 months to 20 December 2025, job vacancies citing Data Validation 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 permanent job ads across the Dumbarton region with a requirement for Data Validation.

Data Validation
Co-Occurring Skills & Capabilities in Dumbarton 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: