NumPy
England > North East
The table below provides summary statistics and salary benchmarking for jobs advertised in the North East requiring NumPy skills. It covers permanent job vacancies from the 6 months leading up to 1 February 2026, with comparisons to the same periods in the previous two years.
| 6 months to 1 Feb 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 84 | - | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing NumPy | 1 | 0 | 0 |
| As % of all permanent jobs in the North East | 0.085% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 0.68% | - | - |
| Number of salaries quoted | 1 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £33,750 | - | - |
| Median annual salary (50th Percentile) | £37,500 | - | - |
| 75th Percentile | £41,250 | - | - |
| 90th Percentile | - | - | - |
| England median annual salary | £110,000 | £105,000 | £110,000 |
| % change year-on-year | +4.76% | -4.55% | +37.50% |
All Software Libraries and Frameworks
North East
NumPy falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in the North East.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 147 | 205 | 192 |
| As % of all permanent jobs advertised in the North East | 12.53% | 23.35% | 16.27% |
| Number of salaries quoted | 131 | 103 | 183 |
| 10th Percentile | £28,250 | £41,250 | £35,250 |
| 25th Percentile | £36,250 | £45,625 | £41,500 |
| Median annual salary (50th Percentile) | £50,000 | £60,000 | £55,000 |
| Median % change year-on-year | -16.67% | +9.09% | -0.90% |
| 75th Percentile | £70,000 | £78,550 | £65,000 |
| 90th Percentile | £80,250 | £95,000 | £73,250 |
| England median annual salary | £65,000 | £67,500 | £62,500 |
| % change year-on-year | -3.70% | +8.00% | -9.19% |
NumPy
Job Vacancy Trend in the North East
Historical trend showing the proportion of permanent IT job postings citing NumPy relative to all permanent IT jobs advertised in the North East.
NumPy
Salary Trend in the North East
Salary distribution trend for jobs in the North East citing NumPy.
NumPy
Job Locations in the North East
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the North East region over the 6 months to 1 February 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
| Location | Rank Change on Same Period Last Year |
Matching Permanent IT Job Ads |
Median Salary Past 6 Months |
Median Salary % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| Tyne and Wear | - | 1 | £37,500 | - | 3 |
| NumPy England |
|||||
NumPy
Co-Occurring Skills & Capabilities in the North East 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: