NumPy Contract Job Trends in Bristol

NumPy
South West > Bristol

The table below provides summary statistics and contractor rates for jobs advertised in Bristol requiring NumPy skills. It covers contract job vacancies from the 6 months leading up to 27 October 2025, with comparisons to the same periods in the previous two years.

All Software Libraries and Frameworks
Bristol

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 Bristol.

NumPy
Job Vacancy Trend in Bristol

Historical trend showing the proportion of contract IT job postings citing NumPy relative to all contract IT jobs advertised in Bristol.

NumPy
Daily Rate Trend in Bristol

Contractor daily rate distribution trend for jobs in Bristol citing NumPy.

NumPy
Top 21 Co-Occurring Skills & Capabilities in Bristol

For the 6 months to 27 October 2025, contractor job vacancies citing NumPy 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 Bristol region with a requirement for NumPy.

NumPy
Co-Occurring Skills & Capabilities in Bristol 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: