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 23 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
23 Sep 2014
Same period 2013 Same period 2012
NumPy
Rank 442 436 -
Rank change year-on-year
-6 -
Permanent jobs citing NumPy 4 1 0
As % of all permanent IT jobs located in the South East 0.018% 0.005% -
As % of the Libraries, Frameworks & Software Standards category 0.051% 0.012% -
Number of salaries quoted 3 0 0
Average salary £47,500 - -
UK excluding London average salary £47,500 - -
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
7874 8009 9017
As % of all permanent IT jobs located in the South East 35.89% 37.98% 39.53%
Number of salaries quoted 6676 7113 8006
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -

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 23 September 2014. 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 - 4 £47,500 -
NumPy
England

NumPy
Top 30 Related IT Skills in the South East

For the 6 months to 23 September 2014, 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%) Python
1 5 (100.00%) MATLAB
1 5 (100.00%) R
2 4 (80.00%) Ruby
2 4 (80.00%) Statistics
2 4 (80.00%) Mathematics
2 4 (80.00%) OO
2 4 (80.00%) C++
2 4 (80.00%) Linux
2 4 (80.00%) Analytics
2 4 (80.00%) Pandas
2 4 (80.00%) Analytical Skills
3 3 (60.00%) Ruby on Rails
4 2 (40.00%) Mac OS X
4 2 (40.00%) REST
4 2 (40.00%) CSS3
4 2 (40.00%) Continuous Improvement
4 2 (40.00%) Big Data
4 2 (40.00%) Kanban
4 2 (40.00%) HTML5
4 2 (40.00%) AngularJS
4 2 (40.00%) HTML
4 2 (40.00%) CSS
5 1 (20.00%) PhD
5 1 (20.00%) E-Commerce
5 1 (20.00%) JavaScript
5 1 (20.00%) OOP
5 1 (20.00%) Finance
5 1 (20.00%) Agile Software Development
5 1 (20.00%) TDD

NumPy
Top Related IT Skills in the South East by Category

For the 6 months to 23 September 2014, 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 2 (40.00%) Big Data
General
1 1 (20.00%) Finance
1 1 (20.00%) Retail
Job Titles
1 5 (100.00%) Developer
2 4 (80.00%) Python Developer
3 1 (20.00%) Python Programmer
3 1 (20.00%) Programmer
Libraries, Frameworks & Software Standards
1 4 (80.00%) Pandas
2 3 (60.00%) Ruby on Rails
3 2 (40.00%) HTML
3 2 (40.00%) CSS
3 2 (40.00%) HTML5
3 2 (40.00%) REST
3 2 (40.00%) CSS3
3 2 (40.00%) AngularJS
4 1 (20.00%) RESTful
Miscellaneous
1 4 (80.00%) Statistics
1 4 (80.00%) Mathematics
1 4 (80.00%) Analytical Skills
Operating Systems
1 4 (80.00%) Linux
2 2 (40.00%) Mac OS X
Processes & Methodologies
1 4 (80.00%) OO
1 4 (80.00%) Analytics
2 2 (40.00%) Kanban
2 2 (40.00%) Continuous Improvement
3 1 (20.00%) Big Data Analytics
3 1 (20.00%) Data Analytics
3 1 (20.00%) E-Commerce
3 1 (20.00%) Agile Software Development
3 1 (20.00%) TDD
3 1 (20.00%) Software Engineering
3 1 (20.00%) Web Analytics
3 1 (20.00%) Quantitative Analysis
3 1 (20.00%) OOP
Programming Languages
1 5 (100.00%) Python
1 5 (100.00%) MATLAB
1 5 (100.00%) R
2 4 (80.00%) Ruby
2 4 (80.00%) C++
3 1 (20.00%) JavaScript
Qualifications
1 1 (20.00%) PhD