NumPy
East of England > Hertfordshire
The table below provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 17 May 2025, comparing them to the same period in the previous two years.
| 6 months to 17 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | - | - | 130 |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing NumPy | 0 | 0 | 1 |
| As % of all permanent jobs advertised in Hertfordshire | - | - | 0.056% |
| As % of the Libraries, Frameworks & Software Standards category | - | - | 0.29% |
| Number of salaries quoted | 0 | 0 | 0 |
| Median annual salary (50th Percentile) | - | - | - |
| East of England median annual salary | - | £70,000 | £75,000 |
| % change year-on-year | - | -6.67% | -13.39% |
All Software Libraries and Frameworks
Hertfordshire
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 Hertfordshire.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 144 | 318 | 346 |
| As % of all permanent jobs advertised in Hertfordshire | 17.43% | 15.90% | 19.25% |
| Number of salaries quoted | 81 | 289 | 170 |
| 10th Percentile | £32,500 | £35,000 | £45,200 |
| 25th Percentile | £47,500 | £45,000 | £57,500 |
| Median annual salary (50th Percentile) | £62,000 | £57,500 | £68,250 |
| Median % change year-on-year | +7.83% | -15.75% | +18.70% |
| 75th Percentile | £80,000 | £71,250 | £77,500 |
| 90th Percentile | £87,500 | £80,000 | £87,500 |
| East of England median annual salary | £62,500 | £55,000 | £60,000 |
| % change year-on-year | +13.64% | -8.33% | +9.09% |
NumPy
Job Vacancy Trend in Hertfordshire
Job postings citing NumPy as a proportion of all IT jobs advertised in Hertfordshire.
