The first table below looks at the demand for NumPy skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 17 May 2013 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Application Development category.

Location
3 months to
17 May 2013
Same period 2012 Same period 2011
NumPy
Rank 854 888 868
Rank change year-on-year
+34 -20
Permanent jobs citing NumPy 4 8 3
As % of all permanent IT jobs located in the UK 0.004% 0.007% 0.002%
As % of the Application Development category 0.009% 0.016% 0.006%
Number of salaries quoted 0 8 3
Average salary - £55,000 £80,000
Average salary % change year-on-year
- -31.25%
UK excluding London average salary - - -
All Application Development
UK
Permanent IT job ads with a match in the
Application Development category
43800 50483 49443
As % of all permanent IT jobs located in the UK 40.63% 41.74% 40.05%
Number of salaries quoted 38094 44930 43658
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £28,000 £28,000 £27,500
10% offered a salary of more than £60,000 £65,000 £62,500
UK excluding London average salary £37,500 £37,500 £35,000
% change year-on-year
- +7.14%

NumPy
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing NumPy within the UK as a proportion of the total demand within the Application Development category.

NumPy Jobs Demand Trend

NumPy
Salary Trend

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

NumPy Salary Trend

NumPy
Top 7 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the UK over the 3 months to 17 May 2013. 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
(Click each for more statistics)
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
England +29 4 - -
London +26 3 - -
City of London +9 1 - -
Canary Wharf - 1 - -
South East - 1 - -
Oxfordshire - 1 - -
Oxford - 1 - -

NumPy
Top 30 Related IT Skills

For the 6 months to 17 May 2013, IT jobs within the UK 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 7 (100.00%) Python
1 7 (100.00%) SciPy
2 5 (71.43%) OO
3 4 (57.14%) Django
4 3 (42.86%) Java
4 3 (42.86%) Mathematics
4 3 (42.86%) Hedge funds
5 2 (28.57%) Biology
5 2 (28.57%) Pharmaceutical
5 2 (28.57%) Statistics
5 2 (28.57%) R
5 2 (28.57%) Machine Learning
5 2 (28.57%) Statistical Modelling
5 2 (28.57%) Finance
5 2 (28.57%) JavaScript
5 2 (28.57%) SQL
5 2 (28.57%) Linux
5 2 (28.57%) MATLAB
5 2 (28.57%) Data Analysis
5 2 (28.57%) Neural Network
5 2 (28.57%) Bioinformatics
6 1 (14.29%) Project Management
6 1 (14.29%) Ruby
6 1 (14.29%) Ruby on Rails
6 1 (14.29%) Algorithmic Trading
6 1 (14.29%) Haskell
6 1 (14.29%) Kanban
6 1 (14.29%) F#
6 1 (14.29%) SQLAlchemy
6 1 (14.29%) Pylons

NumPy
Top Related IT Skills by Category

For the 6 months to 17 May 2013, IT jobs within the UK 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.

Application Development
1 7 (100.00%) SciPy
2 4 (57.14%) Django
3 1 (14.29%) SQLAlchemy
3 1 (14.29%) Pylons
3 1 (14.29%) HTML5
3 1 (14.29%) Sinatra
3 1 (14.29%) PyQt
3 1 (14.29%) CSS3
3 1 (14.29%) Sass
3 1 (14.29%) SCSS
3 1 (14.29%) CSS
3 1 (14.29%) Ruby on Rails
Application Platforms
1 1 (14.29%) Zope
Database & Business Intelligence
1 1 (14.29%) Big Data
General
1 2 (28.57%) Pharmaceutical
1 2 (28.57%) Finance
2 1 (14.29%) Telecoms
Job Titles
1 3 (42.86%) Python Developer
1 3 (42.86%) Developer
2 1 (14.29%) Programmer
2 1 (14.29%) Python Programmer
2 1 (14.29%) Ruby Developer
2 1 (14.29%) Front-End Developer
Miscellaneous
1 3 (42.86%) Mathematics
1 3 (42.86%) Hedge funds
2 2 (28.57%) Machine Learning
2 2 (28.57%) Biology
2 2 (28.57%) Neural Network
2 2 (28.57%) Statistics
3 1 (14.29%) Fixed Income
3 1 (14.29%) Equities
3 1 (14.29%) Computer Science
Operating Systems
1 2 (28.57%) Linux
Processes & Methodologies
1 5 (71.43%) OO
2 2 (28.57%) Statistical Modelling
2 2 (28.57%) Data Analysis
2 2 (28.57%) Bioinformatics
3 1 (14.29%) Algorithmic Trading
3 1 (14.29%) Kanban
3 1 (14.29%) Continuous Improvement
3 1 (14.29%) Analytics
3 1 (14.29%) Project Management
3 1 (14.29%) Risk Management
Programming Languages
1 7 (100.00%) Python
2 3 (42.86%) Java
3 2 (28.57%) JavaScript
3 2 (28.57%) SQL
3 2 (28.57%) MATLAB
3 2 (28.57%) R
4 1 (14.29%) CoffeeScript
4 1 (14.29%) Cython
4 1 (14.29%) Ruby
4 1 (14.29%) Haskell
4 1 (14.29%) F#
4 1 (14.29%) C
4 1 (14.29%) C++
Vendors
1 1 (14.29%) Oracle
1 1 (14.29%) Sybase