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The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 16 October 2019 with a comparison to the same period in the previous 2 years.
| NumPy |
|
|
6 months to
16 Oct 2019 |
Same period 2018 |
Same period 2017 |
| Rank |
200 |
205 |
211 |
| Rank change year-on-year |
+5 |
+6 |
- |
| Permanent jobs citing NumPy |
5 |
24 |
17 |
| As % of all permanent IT jobs advertised in Scotland |
0.10% |
0.44% |
0.31% |
| As % of the Libraries, Frameworks & Software Standards category |
0.24% |
1.11% |
0.80% |
| Number of salaries quoted |
4 |
15 |
5 |
| Scotland median annual salary |
£67,500 |
£42,500 |
£42,500 |
| Median salary % change year-on-year |
+58.82% |
- |
- |
| 10th Percentile |
£42,975 |
£33,750 |
£31,000 |
| 90th Percentile |
£69,625 |
£76,750 |
£67,500 |
| UK median annual salary |
£70,000 |
£70,000 |
£62,500 |
| % change year-on-year |
- |
+12.00% |
-16.67% |
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 Scotland with a requirement for technical specification, industry standards, software libraries and framework skills.
| All Software Libraries and Frameworks Scotland |
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills |
2,080 |
2,161 |
2,129 |
| As % of all permanent IT jobs advertised in Scotland |
42.83% |
40.04% |
38.50% |
| Number of salaries quoted |
1,275 |
1,452 |
1,376 |
| Scotland median annual salary |
£45,000 |
£45,000 |
£42,250 |
| Median salary % change year-on-year |
- |
+6.51% |
+4.32% |
| 10th Percentile |
£30,600 |
£30,000 |
£28,750 |
| 90th Percentile |
£65,000 |
£65,000 |
£64,375 |
| UK median annual salary |
£55,000 |
£51,000 |
£50,000 |
| % change year-on-year |
+7.84% |
+2.00% |
+5.26% |
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