NumPy Contracts in Cardiff

NumPy
South Wales > Cardiff

The table below provides summary statistics for contract job vacancies advertised in Cardiff requiring NumPy skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited NumPy over the 6 months leading up to 2 May 2025, comparing them to the same period in the previous two years.

All Software Libraries and Frameworks
Cardiff

NumPy falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Cardiff.

NumPy
Job Vacancy Trend in Cardiff

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

NumPy
Top 24 Co-occurring Skills and Capabilities in Cardiff

For the 6 months to 2 May 2025, contractor job vacancies citing NumPy 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 NumPy.

NumPy
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: