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The following table provides summary statistics for permanent job vacancies 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 January 2019 with a comparison to the same period in the previous 2 years.
| NumPy UK |
|
|
6 months to
16 Jan 2019 |
Same period 2018 |
Same period 2017 |
| Rank |
850 |
942 |
1038 |
| Rank change year-on-year |
+92 |
+96 |
+97 |
| Permanent jobs citing NumPy |
261 |
256 |
167 |
| As % of all permanent IT jobs advertised in the UK |
0.17% |
0.15% |
0.095% |
| As % of the Libraries, Frameworks & Software Standards category |
0.44% |
0.37% |
0.24% |
| Number of salaries quoted |
231 |
223 |
143 |
| UK median annual salary |
£67,500 |
£62,500 |
£80,000 |
| Median salary % change year-on-year |
+8.00% |
-21.88% |
+14.29% |
| 10th Percentile |
£41,250 |
£40,500 |
£41,250 |
| 90th Percentile |
£102,500 |
£100,000 |
£131,250 |
| UK excluding London median annual salary |
£50,000 |
£45,000 |
£45,000 |
| % change year-on-year |
+11.11% |
- |
+40.63% |
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 with a requirement for technical specification, industry standards, software libraries and framework skills.
| All Software Libraries and Frameworks UK |
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills |
59,892 |
70,032 |
69,350 |
| As % of all permanent IT jobs advertised in the UK |
39.64% |
40.38% |
39.30% |
| Number of salaries quoted |
49,032 |
58,704 |
59,948 |
| UK median annual salary |
£52,500 |
£50,000 |
£47,500 |
| Median salary % change year-on-year |
+5.00% |
+5.26% |
+5.56% |
| 10th Percentile |
£31,250 |
£30,000 |
£28,750 |
| 90th Percentile |
£85,000 |
£77,500 |
£77,500 |
| UK excluding London median annual salary |
£45,000 |
£42,500 |
£42,500 |
| % change year-on-year |
+5.88% |
- |
+6.25% |
|
NumPy
Job Vacancy Trend
Job postings citing NumPy as a percentage of all IT jobs advertised.
NumPy
Salary Trend
This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy.
NumPy
Salary Histogram
The salary distribution of IT jobs citing NumPy over the 6 months to 16 January 2019.
NumPy
Top 12 Job Locations
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the UK over the 6 months to 16 January 2019.
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 |
| England |
+69 |
242 |
£70,000 |
+12.00% |
62 |
| London |
+52 |
212 |
£71,500 |
+7.92% |
42 |
| UK excluding London |
+51 |
47 |
£50,000 |
+11.11% |
23 |
| Scotland |
+12 |
19 |
£37,500 |
-44.44% |
3 |
| South East |
+33 |
12 |
£50,000 |
+11.11% |
8 |
| North of England |
+31 |
5 |
£43,750 |
+75.00% |
3 |
| East of England |
+29 |
5 |
£55,000 |
+25.71% |
6 |
| North West |
+37 |
4 |
£42,500 |
-5.56% |
3 |
| East Midlands |
- |
4 |
£42,500 |
- |
|
| Midlands |
- |
4 |
£42,500 |
- |
|
| South West |
0 |
2 |
£55,000 |
+10.00% |
4 |
| Yorkshire |
+19 |
1 |
£45,000 |
+80.00% |
|
For the 6 months to 16 January 2019, 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 with a requirement for NumPy.
NumPy
Co-occurring IT Skills 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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