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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 24 September 2017 with a comparison to the same period in the previous 2 years.
| NumPy UK |
|
|
6 months to
24 Sep 2017 |
Same period 2016 |
Same period 2015 |
| Rank |
975 |
1069 |
1208 |
| Rank change year-on-year |
+94 |
+139 |
+69 |
| Permanent jobs citing NumPy |
189 |
166 |
105 |
| As % of all permanent IT jobs advertised in the UK |
0.11% |
0.086% |
0.048% |
| As % of the Libraries, Frameworks & Software Standards category |
0.27% |
0.22% |
0.13% |
| Number of salaries quoted |
151 |
154 |
92 |
| UK median annual salary |
£65,000 |
£71,250 |
£75,000 |
| Median salary % change year-on-year |
-8.77% |
-5.00% |
+15.38% |
| 10th Percentile |
£32,500 |
£41,250 |
£37,500 |
| 90th Percentile |
£115,000 |
£131,250 |
£89,875 |
| UK excluding London median annual salary |
£38,750 |
£45,000 |
£29,000 |
| % change year-on-year |
-13.89% |
+55.17% |
-37.30% |
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 |
70109 |
74921 |
83496 |
| As % of all permanent IT jobs advertised in the UK |
40.21% |
38.87% |
37.89% |
| Number of salaries quoted |
58041 |
65025 |
71540 |
| UK median annual salary |
£48,000 |
£47,500 |
£45,000 |
| Median salary % change year-on-year |
+1.05% |
+5.56% |
+2.27% |
| 10th Percentile |
£29,000 |
£28,750 |
£27,500 |
| 90th Percentile |
£77,500 |
£75,000 |
£72,500 |
| UK excluding London median annual salary |
£42,500 |
£41,500 |
£40,000 |
| % change year-on-year |
+2.41% |
+3.75% |
- |
|
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 24 September 2017.
NumPy
Top 11 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 24 September 2017.
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 |
+52 |
173 |
£66,250 |
-7.02% |
11 |
| London |
+24 |
144 |
£75,000 |
-3.23% |
8 |
| UK excluding London |
+81 |
45 |
£38,750 |
-13.89% |
5 |
| Scotland |
- |
15 |
£38,750 |
- |
2 |
| South East |
+69 |
11 |
£37,500 |
+36.36% |
2 |
| South West |
- |
10 |
£45,000 |
- |
|
| North of England |
+1 |
6 |
£25,000 |
-44.44% |
|
| Yorkshire |
+14 |
5 |
£25,000 |
-50.00% |
|
| East of England |
+11 |
2 |
£41,250 |
-8.33% |
1 |
| North West |
-9 |
1 |
£34,500 |
+18.97% |
|
| Wales |
- |
1 |
£55,000 |
- |
|
For the 6 months to 24 September 2017, IT jobs citing NumPy also mentioned the following skills in order of popularity.
The figures indicate the number co-occurrences and its proportion to all 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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