The table below looks at the statistics for NumPy skills in IT jobs advertised for the South East region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 27 February 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Feb 2015
Same period 2014 Same period 2013
NumPy
Rank 434 - -
Rank change year-on-year
- 0
Permanent jobs citing NumPy 2 0 0
As % of all permanent IT jobs located in the South East 0.010% - -
As % of the Libraries, Frameworks & Software Standards category 0.026% - -
Number of salaries quoted 2 0 0
Average salary £51,250 - -
UK excluding London average salary £51,250 £30,500 £35,000
% change year-on-year
+68.03% -12.85%
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 South East region.

Libraries, Frameworks & Software Standards Category
South East
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
7697 8131 8392
As % of all permanent IT jobs located in the South East 37.11% 39.28% 39.10%
Number of salaries quoted 6715 6735 7645
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £28,500 £27,500
10% offered a salary of more than £60,000 £55,000 £57,500
UK excluding London average salary £40,000 £39,500 £37,500
% change year-on-year
+1.26% +5.33%

NumPy
Jobs Demand Trend in the South East

This chart provides a 3-month moving total of permanent IT jobs citing NumPy across the South East region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

NumPy Jobs Demand Trend in the South East

NumPy
Salary Trend in the South East

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

NumPy Salary Trend in the South East

NumPy
Job Locations in the South East

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the South East region over the 3 months to 27 February 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxfordshire - 2 £51,250 - 1
NumPy
England

NumPy
Top 30 Related IT Skills in the South East

For the 6 months to 27 February 2015, IT jobs across the South East region citing NumPy also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited NumPy.

1 5 (100.00%) C++
1 5 (100.00%) MATLAB
1 5 (100.00%) Python
1 5 (100.00%) Statistics
1 5 (100.00%) Pandas
2 4 (80.00%) Mathematics
2 4 (80.00%) REST
2 4 (80.00%) OO
2 4 (80.00%) Ruby
2 4 (80.00%) Ruby on Rails
3 3 (60.00%) R
3 3 (60.00%) Analytics
4 2 (40.00%) CSS3
4 2 (40.00%) Django
4 2 (40.00%) HTML5
4 2 (40.00%) Software Engineering
4 2 (40.00%) HTML
4 2 (40.00%) CSS
4 2 (40.00%) Linux
4 2 (40.00%) Analytical Skills
4 2 (40.00%) AngularJS
5 1 (20.00%) JavaScript
5 1 (20.00%) Finance
5 1 (20.00%) Agile Software Development
5 1 (20.00%) TDD
5 1 (20.00%) Retail
5 1 (20.00%) E-Commerce
5 1 (20.00%) Mac OS X
5 1 (20.00%) Ubuntu
5 1 (20.00%) MongoDB

NumPy
Top Related IT Skills in the South East by Category

For the 6 months to 27 February 2015, IT jobs across the South East region citing NumPy also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited NumPy. Up to 20 skills are shown per category.

Database & Business Intelligence
1 1 (20.00%) MongoDB
Development Applications
1 1 (20.00%) Git (software)
General
1 1 (20.00%) Finance
1 1 (20.00%) Retail
Job Titles
1 4 (80.00%) Developer
2 3 (60.00%) Python Developer
3 2 (40.00%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 5 (100.00%) Pandas
2 4 (80.00%) Ruby on Rails
2 4 (80.00%) REST
3 2 (40.00%) CSS3
3 2 (40.00%) AngularJS
3 2 (40.00%) HTML
3 2 (40.00%) CSS
3 2 (40.00%) Django
3 2 (40.00%) HTML5
4 1 (20.00%) Twisted
Miscellaneous
1 5 (100.00%) Statistics
2 4 (80.00%) Mathematics
3 2 (40.00%) Analytical Skills
4 1 (20.00%) Open Source
Operating Systems
1 2 (40.00%) Linux
2 1 (20.00%) Mac OS X
2 1 (20.00%) Ubuntu
Processes & Methodologies
1 4 (80.00%) OO
2 3 (60.00%) Analytics
3 2 (40.00%) Software Engineering
4 1 (20.00%) Web Development
4 1 (20.00%) Quantitative Analysis
4 1 (20.00%) Continuous Improvement
4 1 (20.00%) E-Commerce
4 1 (20.00%) Agile Software Development
4 1 (20.00%) TDD
4 1 (20.00%) Probability Theory
Programming Languages
1 5 (100.00%) Python
1 5 (100.00%) MATLAB
1 5 (100.00%) C++
2 4 (80.00%) Ruby
3 3 (60.00%) R
4 1 (20.00%) JavaScript
System Software
1 1 (20.00%) Docker
Systems Management
1 1 (20.00%) HAProxy
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