Data Validation Contract Job Trends in Perthshire

Data Validation
Scotland > Perthshire

The table below provides summary statistics and contractor rates for jobs advertised in Perthshire requiring Data Validation skills. It covers contract job vacancies from the 6 months leading up to 19 December 2025, with comparisons to the same periods in the previous two years.

All Process and Methodology Skills
Perthshire

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

Data Validation
Top 18 Co-Occurring Skills & Capabilities in Perthshire

For the 6 months to 19 December 2025, contractor 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 contract job ads across the Perthshire region with a requirement for Data Validation.

Data Validation
Co-Occurring Skills & Capabilities in Perthshire 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: