NumPy Contracts in Edinburgh

NumPy
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh 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
Edinburgh

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 Edinburgh.

NumPy
Job Vacancy Trend in Edinburgh

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

NumPy
Contractor Daily Rate Trend in Edinburgh

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

NumPy
Top 16 Co-occurring Skills and Capabilities in Edinburgh

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 Edinburgh region with a requirement for NumPy.

NumPy
Co-occurring Skills and Capabilities in Edinburgh 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: