NumPy jobs in the Midlands, average salaries and trends for NumPy skills

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 17 October 2019 with a comparison to the same period in the previous 2 years.

NumPy England > Midlands
Location	6 months to 17 Oct 2019	Same period 2018	Same period 2017
Rank	-	366	-
Permanent jobs citing NumPy	0	1	0
As % of all permanent IT jobs advertised in the Midlands	-	0.007%	-
As % of the Libraries, Frameworks & Software Standards category	-	0.022%	-
Number of salaries quoted	0	1	0
Midlands median annual salary	-	£34,500	-
England median annual salary	£70,000	£72,500	£65,000
% change year-on-year	-3.45%	+11.54%	-10.34%

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 the Midlands with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks Midlands
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills	3,608	4,639	5,885
As % of all permanent IT jobs advertised in the Midlands	32.03%	34.74%	39.28%
Number of salaries quoted	3,117	3,906	5,085
Midlands median annual salary	£44,000	£42,500	£40,000
Median salary % change year-on-year	+3.53%	+6.25%	-
10th Percentile	£27,500	£26,250	£25,000
90th Percentile	£65,000	£67,000	£60,000
England median annual salary	£55,000	£52,500	£50,000
% change year-on-year	+4.76%	+5.00%	+5.26%