The table below looks at the statistics for NumPy skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited NumPy over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
NumPy
Rank - - -
Permanent jobs citing NumPy 0 0 0
As % of all permanent IT jobs located in the East of England - - -
As % of the Libraries, Frameworks & Software Standards category - - -
Number of salaries quoted 0 0 0
Median salary - - -
UK excluding London median salary £45,000 £35,000 £47,500
% change year-on-year
+28.57% -26.31%
NumPy
England

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the East of England region.

Libraries, Frameworks & Software Standards Category
East of England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
2409 2701 3071
As % of all permanent IT jobs located in the East of England 38.34% 36.80% 39.13%
Number of salaries quoted 2105 2380 2611
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £62,500 £56,000 £60,000
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

NumPy
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England region citing NumPy as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

NumPy Jobs Demand Trend in the East of England

NumPy
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy across the East of England region.

NumPy Salary Trend in the East of England

NumPy
Top 17 Related IT Skills in the East of England

For the 6 months to 27 August 2016, 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 across the East of England region with a requirement for NumPy.

1 6 (100.00%) HTML
1 6 (100.00%) JavaScript
1 6 (100.00%) Web Services
1 6 (100.00%) Linux
1 6 (100.00%) Python
1 6 (100.00%) Data Security
1 6 (100.00%) Agile Software Development
1 6 (100.00%) Bioinformatics
1 6 (100.00%) Software Engineering
1 6 (100.00%) ISO/IEC 27001
1 6 (100.00%) Degree
1 6 (100.00%) Biology
1 6 (100.00%) Unit Testing
1 6 (100.00%) Git (software)
1 6 (100.00%) SciPy
1 6 (100.00%) DevOps
1 6 (100.00%) Pandas

NumPy
Top Related IT Skills in the East of England 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:

Development Applications
1 6 (100.00%) Git (software)
Job Titles
1 6 (100.00%) Senior Software Engineer
1 6 (100.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (100.00%) HTML
1 6 (100.00%) Pandas
1 6 (100.00%) SciPy
1 6 (100.00%) Web Services
Miscellaneous
1 6 (100.00%) Biology
Operating Systems
1 6 (100.00%) Linux
Processes & Methodologies
1 6 (100.00%) Agile Software Development
1 6 (100.00%) Bioinformatics
1 6 (100.00%) Data Security
1 6 (100.00%) DevOps
1 6 (100.00%) Software Engineering
1 6 (100.00%) Unit Testing
Programming Languages
1 6 (100.00%) JavaScript
1 6 (100.00%) Python
Qualifications
1 6 (100.00%) Degree
Quality Assurance & Compliance
1 6 (100.00%) ISO/IEC 27001