Period
to 17 October 2019

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
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%

NumPy
Job Vacancy Trend in the Midlands

Job postings citing NumPy as a percentage of all IT jobs advertised in the Midlands.

Job vacancy trend for NumPy in the Midlands

NumPy
Salary Trend in the Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy in the Midlands.

Salary trend for NumPy in the Midlands