|
|
|
|
|
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 October 2018 with a comparison to the same period in the previous 2 years.
| NumPy UK |
|
|
6 months to
16 Oct 2018 |
Same period 2017 |
Same period 2016 |
| Rank |
835 |
975 |
1076 |
| Rank change year-on-year |
+140 |
+101 |
+138 |
| Permanent jobs citing NumPy |
327 |
208 |
150 |
| As % of all permanent IT jobs advertised in the UK |
0.20% |
0.12% |
0.079% |
| As % of the Libraries, Frameworks & Software Standards category |
0.50% |
0.30% |
0.20% |
| Number of salaries quoted |
281 |
169 |
140 |
| UK median annual salary |
£70,000 |
£62,500 |
£75,000 |
| Median salary % change year-on-year |
+12.00% |
-16.67% |
+1.69% |
| 10th Percentile |
£42,500 |
£37,500 |
£40,875 |
| 90th Percentile |
£110,000 |
£113,000 |
£131,250 |
| UK excluding London median annual salary |
£57,500 |
£40,000 |
£45,000 |
| % change year-on-year |
+43.75% |
-11.11% |
+55.17% |
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 |
65,818 |
70,507 |
74,246 |
| As % of all permanent IT jobs advertised in the UK |
39.96% |
40.20% |
38.98% |
| Number of salaries quoted |
54,464 |
58,352 |
64,331 |
| UK median annual salary |
£50,869 |
£50,000 |
£47,500 |
| Median salary % change year-on-year |
+1.74% |
+5.26% |
+5.56% |
| 10th Percentile |
£31,250 |
£29,750 |
£28,750 |
| 90th Percentile |
£82,500 |
£77,500 |
£76,250 |
| UK excluding London median annual salary |
£45,000 |
£42,500 |
£41,500 |
| % change year-on-year |
+5.88% |
+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 16 October 2018.
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 October 2018.
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 |
+161 |
303 |
£72,500 |
+11.54% |
63 |
| London |
+148 |
264 |
£75,000 |
- |
50 |
| UK excluding London |
+20 |
61 |
£57,500 |
+43.75% |
13 |
| Scotland |
+6 |
24 |
£42,500 |
- |
|
| South East |
+34 |
23 |
£53,750 |
+26.47% |
9 |
| East of England |
+16 |
5 |
£62,500 |
+56.25% |
2 |
| North of England |
+17 |
4 |
£45,000 |
+80.00% |
1 |
| South West |
+8 |
4 |
£57,500 |
+27.78% |
1 |
| North West |
+13 |
3 |
£47,500 |
+37.68% |
|
| Yorkshire |
+19 |
1 |
£45,000 |
+80.00% |
|
| East Midlands |
- |
1 |
£34,500 |
- |
|
| Midlands |
- |
1 |
£34,500 |
- |
|
For the 6 months to 16 October 2018, 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:
|
|
|
