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 October 2020 with a comparison to the same period in the previous 2 years.
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.
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills
21,419
51,321
65,794
As % of all permanent IT jobs advertised in the UK
43.87%
37.59%
39.98%
Number of salaries quoted
18,281
42,195
54,376
Median annual salary
£57,500
£55,000
£51,500
Median salary % change year-on-year
+4.55%
+6.80%
+3.00%
10th Percentile
£35,000
£32,500
£31,250
90th Percentile
£93,750
£87,500
£82,500
UK excluding London median annual salary
£50,000
£45,000
£45,000
% change year-on-year
+11.11%
-
+5.88%
NumPy Job Vacancy Trend
Job postings citing NumPy as a proportion of all IT jobs advertised.
NumPy Salary Trend
3-month moving average salary quoted in jobs citing NumPy.
NumPy Salary Histogram
Salary distribution for jobs citing NumPy over the 6 months to 24 October 2020.
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 24 October 2020.
The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
For the 6 months to 24 October 2020, 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.
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:
