Data Munging Contracts in Cardiff

Data Munging (Data Wrangling)
South Wales > Cardiff

The table below provides summary statistics for contract job vacancies advertised in Cardiff requiring Data Munging skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Munging over the 6 months leading up to 16 May 2025, comparing them to the same period in the previous two years.

All Process and Methodology Skills
Cardiff

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 Cardiff.

Data Munging
Job Vacancy Trend in Cardiff

Job postings citing Data Munging as a proportion of all IT jobs advertised in Cardiff.

Data Munging
Top 25 Co-occurring Skills and Capabilities in Cardiff

For the 6 months to 16 May 2025, contractor job vacancies citing Data Munging also mentioned the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Cardiff region with a requirement for Data Munging.

Data Munging
Co-occurring Skills and Capabilities in Cardiff by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories: