Data Munging Contract Job Trends in Dyfed

Data Munging (Data Wrangling)
Wales > Dyfed

The table below provides summary statistics and contractor rates for jobs advertised in Dyfed requiring Data Munging skills. It covers contract job vacancies from the 6 months leading up to 29 October 2025, with comparisons to the same periods in the previous two years.

All Process and Methodology Skills
Dyfed

Data Munging 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 Dyfed.

Data Munging
Top 21 Co-Occurring Skills & Capabilities in Dyfed

For the 6 months to 29 October 2025, contractor job vacancies citing Data Munging 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 Dyfed region with a requirement for Data Munging.

Data Munging
Co-Occurring Skills & Capabilities in Dyfed 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: