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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 6 June 2020 with a comparison to the same period in the previous 2 years.
| NumPy |
|
|
6 months to
6 Jun 2020 |
Same period 2019 |
Same period 2018 |
| Rank |
157 |
213 |
201 |
| Rank change year-on-year |
+56 |
-12 |
-1 |
| Permanent jobs citing NumPy |
1 |
14 |
38 |
| As % of all permanent jobs advertised in Scotland |
0.035% |
0.26% |
0.66% |
| As % of the Libraries, Frameworks & Software Standards category |
0.077% |
0.65% |
1.63% |
| Number of salaries quoted |
0 |
15 |
9 |
| Median annual salary |
- |
£57,454 |
£70,000 |
| Median salary % change year-on-year |
- |
-17.92% |
+80.65% |
| UK median annual salary |
£73,750 |
£65,000 |
£70,000 |
| % change year-on-year |
+13.46% |
-7.14% |
-3.45% |
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 |
1,291 |
2,139 |
2,330 |
| As % of all permanent IT jobs advertised in Scotland |
45.30% |
40.31% |
40.73% |
| Number of salaries quoted |
811 |
1,463 |
1,641 |
| Median annual salary |
£45,000 |
£45,000 |
£45,000 |
| 10th Percentile |
£32,500 |
£31,250 |
£30,000 |
| 90th Percentile |
£68,750 |
£67,362 |
£67,500 |
| UK median annual salary |
£55,000 |
£52,500 |
£50,000 |
| % change year-on-year |
+4.76% |
+5.00% |
+5.26% |
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NumPy
Job Vacancy Trend in Scotland
Job postings citing NumPy as a proportion of all IT jobs advertised in Scotland.
NumPy
Salary Trend in Scotland
3-month moving average salary quoted in jobs citing NumPy in Scotland.
NumPy
Job Locations in Scotland
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the Scotland region over the 6 months to 6 June 2020.
The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
| Location |
Rank Change
on Same Period
Last Year |
Matching
Permanent
IT Job Ads |
Median Salary
Past 6 Months |
Median Salary
% Change
on Same Period
Last Year |
Live
Job
Vacancies |
| Glasgow |
+34 |
1 |
- |
- |
|
NumPy
UK |
For the 6 months to 6 June 2020, IT jobs citing NumPy also mentioned the following skills in order of popularity.
The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Scotland region with a requirement for NumPy.
NumPy
Co-occurring IT Skills in Scotland by Category
The follow tables expand on the table above by listing co-occurrences grouped by category.
The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:
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