NumPy
England > North East
The table below provides summary statistics for permanent job vacancies advertised in the North East requiring NumPy skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited NumPy over the 6 months leading up to 9 May 2025, comparing them to the same period in the previous two years.
| 6 months to 9 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | - | 115 | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing NumPy | 0 | 1 | 0 |
| As % of all permanent jobs advertised in the North East | - | 0.054% | - |
| As % of the Libraries, Frameworks & Software Standards category | - | 0.35% | - |
| Number of salaries quoted | 0 | 1 | 0 |
| Median annual salary (50th Percentile) | - | £75,000 | - |
| England median annual salary | £107,500 | £125,000 | £80,000 |
| % change year-on-year | -14.00% | +56.25% | -8.57% |
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 | 111 | 282 | 317 |
| As % of all permanent jobs advertised in the North East | 15.18% | 15.19% | 24.86% |
| Number of salaries quoted | 101 | 259 | 135 |
| 10th Percentile | £38,750 | £33,700 | £37,500 |
| 25th Percentile | £42,500 | £42,500 | £45,000 |
| Median annual salary (50th Percentile) | £56,500 | £55,000 | £55,000 |
| Median % change year-on-year | +2.73% | - | +26.44% |
| 75th Percentile | £74,258 | £67,500 | £66,250 |
| 90th Percentile | £87,500 | £73,250 | £72,500 |
| England median annual salary | £66,254 | £60,000 | £67,500 |
| % change year-on-year | +10.42% | -11.11% | +3.85% |
NumPy
Job Vacancy Trend in the North East
Job postings citing NumPy as a proportion of all IT jobs advertised in the North East.
NumPy
Salary Trend in the North East
3-month moving average salary quoted in jobs citing NumPy in the North East.