NumPy
Scotland > Glasgow
The table below provides summary statistics for permanent job vacancies advertised in Glasgow 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 23 May 2025, comparing them to the same period in the previous two years.
| 6 months to 23 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 59 | 175 | - |
| Rank change year-on-year | +116 | - | - |
| Permanent jobs citing NumPy | 2 | 59 | 0 |
| As % of all permanent jobs advertised in Glasgow | 0.38% | 1.48% | - |
| As % of the Libraries, Frameworks & Software Standards category | 2.02% | 3.51% | - |
| Number of salaries quoted | 0 | 0 | 0 |
| Median annual salary (50th Percentile) | - | - | - |
| Scotland median annual salary | - | - | £77,500 |
| % change year-on-year | - | - | +40.91% |
All Software Libraries and Frameworks
Glasgow
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 Glasgow.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 99 | 1,680 | 474 |
| As % of all permanent jobs advertised in Glasgow | 18.93% | 42.05% | 30.62% |
| Number of salaries quoted | 39 | 190 | 200 |
| 10th Percentile | £39,250 | £39,075 | £38,750 |
| 25th Percentile | £45,000 | £44,250 | £46,250 |
| Median annual salary (50th Percentile) | £60,000 | £57,500 | £57,500 |
| Median % change year-on-year | +4.35% | - | +9.52% |
| 75th Percentile | £84,250 | £67,500 | £70,156 |
| 90th Percentile | £100,500 | £80,000 | £77,750 |
| Scotland median annual salary | £60,000 | £60,000 | £62,750 |
| % change year-on-year | - | -4.38% | +14.09% |
NumPy
Job Vacancy Trend in Glasgow
Job postings citing NumPy as a proportion of all IT jobs advertised in Glasgow.
NumPy
Salary Trend in Glasgow
3-month moving average salary quoted in jobs citing NumPy in Glasgow.
NumPy
Co-occurring Skills and Capabilities in Glasgow 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: