NumPy Contracts in Birmingham

NumPy
West Midlands > Birmingham

The table below provides summary statistics for contract job vacancies advertised in Birmingham 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 1 May 2025, comparing them to the same period in the previous two years.

All Software Libraries and Frameworks
Birmingham

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 Birmingham.

NumPy
Job Vacancy Trend in Birmingham

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

NumPy
Contractor Daily Rate Trend in Birmingham

3-month moving average daily rate quoted in jobs citing NumPy in Birmingham.

NumPy
Top 30 Co-occurring Skills and Capabilities in Birmingham

For the 6 months to 1 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 Birmingham region with a requirement for NumPy.

NumPy
Co-occurring Skills and Capabilities in Birmingham 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: