NumPy
Scotland > Edinburgh
The table below provides summary statistics and contractor rates for jobs advertised in Edinburgh requiring NumPy skills. It covers vacancies from the 6 months leading up to 6 September 2025, with comparisons to the same periods in the previous two years.
|
|
6 months to
6 Sep 2025 |
Same period 2024 |
Same period 2023 |
| Rank |
69 |
- |
- |
| Rank change year-on-year |
- |
- |
- |
| Contract jobs citing NumPy |
1 |
0 |
0 |
| As % of all contract jobs advertised in Edinburgh |
0.16% |
- |
- |
| As % of the Libraries, Frameworks & Software Standards category |
0.71% |
- |
- |
| Number of daily rates quoted |
1 |
0 |
0 |
| Median daily rate (50th Percentile) |
£500 |
- |
- |
| Scotland median daily rate |
£325 |
- |
- |
NumPy falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Edinburgh.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills |
141 |
193 |
343 |
| As % of all contract IT jobs advertised in Edinburgh |
22.56% |
23.59% |
31.18% |
| Number of daily rates quoted |
89 |
122 |
247 |
| 10th Percentile |
£411 |
£380 |
£393 |
| 25th Percentile |
£450 |
£416 |
£425 |
| Median daily rate (50th Percentile) |
£500 |
£479 |
£479 |
| Median % change year-on-year |
+4.49% |
-0.10% |
-4.20% |
| 75th Percentile |
£530 |
£559 |
£538 |
| 90th Percentile |
£600 |
£685 |
£600 |
| Scotland median daily rate |
£475 |
£475 |
£480 |
| % change year-on-year |
- |
-1.04% |
-4.00% |
| Number of hourly rates quoted |
0 |
1 |
0 |
| Median hourly rate |
- |
£55.00 |
- |
| Scotland median hourly rate |
£55.00 |
£55.00 |
£55.00 |
| % change year-on-year |
- |
- |
-7.84% |
