NumPy
West Midlands > Birmingham
The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for NumPy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NumPy over the 6 months to 29 April 2024 with a comparison to the same period in the previous 2 years.
| 6 months to 29 Apr 2024 |
Same period 2023 | Same period 2022 | |
|---|---|---|---|
| Rank | 149 | 126 | 184 |
| Rank change year-on-year | -23 | +58 | -47 |
| Permanent jobs citing NumPy | 2 | 17 | 4 |
| As % of all permanent jobs advertised in Birmingham | 0.074% | 0.85% | 0.13% |
| As % of the Libraries, Frameworks & Software Standards category | 0.43% | 3.20% | 0.33% |
| Number of salaries quoted | 2 | 13 | 4 |
| 10th Percentile | £65,750 | £47,500 | £51,625 |
| 25th Percentile | £66,875 | £48,750 | £52,188 |
| Median annual salary (50th Percentile) | £75,000 | £52,500 | £62,500 |
| Median % change year-on-year | +42.86% | -16.00% | +8.70% |
| 75th Percentile | £83,125 | £56,250 | £70,313 |
| 90th Percentile | £84,250 | - | £70,875 |
| West Midlands median annual salary | £75,000 | £52,500 | £62,500 |
| % change year-on-year | +42.86% | -16.00% | +8.70% |
All Software Libraries and Frameworks
Birmingham
NumPy is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Birmingham with a requirement for technical specification, industry standards, software libraries and framework skills.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 463 | 531 | 1,220 |
| As % of all permanent jobs advertised in Birmingham | 17.05% | 26.58% | 38.99% |
| Number of salaries quoted | 417 | 391 | 928 |
| 10th Percentile | £37,500 | £42,500 | £36,600 |
| 25th Percentile | £46,500 | £50,000 | £43,750 |
| Median annual salary (50th Percentile) | £57,500 | £60,000 | £57,500 |
| Median % change year-on-year | -4.17% | +4.35% | +4.55% |
| 75th Percentile | £73,750 | £72,500 | £72,500 |
| 90th Percentile | £86,485 | £85,000 | £85,000 |
| West Midlands median annual salary | £55,000 | £57,500 | £55,000 |
| % change year-on-year | -4.35% | +4.55% | +10.00% |
NumPy
Job Vacancy Trend in Birmingham
Job postings citing NumPy as a proportion of all IT jobs advertised in Birmingham.
NumPy
Salary Trend in Birmingham
3-month moving average salary quoted in jobs citing NumPy in Birmingham.
NumPy
Co-occurring Skills and Capabilities in Birmingham by Category
The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories: