NumPy
England > Midlands
The table below provides summary statistics and salary benchmarking for jobs advertised in the Midlands requiring NumPy skills. It covers permanent job vacancies from the 6 months leading up to 25 January 2026, with comparisons to the same periods in the previous two years.
| 6 months to 25 Jan 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | - | 227 | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing NumPy | 0 | 11 | 0 |
| As % of all permanent jobs in the Midlands | - | 0.18% | - |
| As % of the Libraries, Frameworks & Software Standards category | - | 1.04% | - |
| Number of salaries quoted | 0 | 6 | 0 |
| Median annual salary (50th Percentile) | - | £32,500 | - |
| England median annual salary | £122,500 | £105,000 | £112,500 |
| % change year-on-year | +16.67% | -6.67% | +40.63% |
All Software Libraries and Frameworks
Midlands
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 Midlands.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 652 | 1,062 | 1,381 |
| As % of all permanent jobs advertised in the Midlands | 8.03% | 17.01% | 18.84% |
| Number of salaries quoted | 539 | 580 | 1,226 |
| 10th Percentile | £32,125 | £34,938 | £35,000 |
| 25th Percentile | £42,500 | £43,438 | £41,250 |
| Median annual salary (50th Percentile) | £55,000 | £55,500 | £52,500 |
| Median % change year-on-year | -0.90% | +5.71% | -4.55% |
| 75th Percentile | £70,000 | £70,000 | £67,500 |
| 90th Percentile | £80,000 | £77,500 | £75,000 |
| 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 Midlands
Historical trend showing the proportion of permanent IT job postings citing NumPy relative to all permanent IT jobs advertised in the Midlands.
NumPy
Salary Trend in the Midlands
Salary distribution trend for jobs in the Midlands citing NumPy.
