The table below looks at the statistics for NumPy skills in IT contracts advertised for the City of London region. Included is a guide to the average contractor rates offered in IT contracts that have cited NumPy over the 3 months to 1 September 2014 with a comparison to the same period in the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

Location
3 months to
1 Sep 2014
Same period 2013 Same period 2012
NumPy
Rank 203 - 219
Rank change year-on-year
- 0
Contract jobs citing NumPy 2 0 1
As % of all contract IT jobs located in the City of London 0.034% - 0.013%
As % of the Libraries, Frameworks & Software Standards category 0.11% - 0.046%
Number of daily rates quoted 2 0 1
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£500 - £675
UK excluding London average daily rate - - -
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - - -
NumPy
London

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

Libraries, Frameworks & Software Standards Category
City of London
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
1758 2178 2180
As % of all contract IT jobs located in the City of London 29.73% 29.66% 27.87%
Number of daily rates quoted 1291 1649 1693
Average daily rate £425 £425 £425
90% offered a daily rate of more than £308 £296 £300
10% offered a daily rate of more than £600 £600 £575
UK excluding London average daily rate £350 £325 £325
% change year-on-year
+7.69% -
Number of hourly rates quoted 13 15 9
Average hourly rate £45.00 £31.49 £37.50
Average hourly rate % change year-on-year
+42.92% -16.04%
UK excluding London average hourly rate £35.00 £35.00 £32.50
% change year-on-year
- +7.69%

NumPy
Jobs Demand Trend in the City of London

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

NumPy Jobs Demand Trend in the City of London

NumPy
Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing NumPy across the City of London region.

NumPy Daily Rate Trend in the City of London

NumPy
Top 30 Related IT Skills in the City of London

For the 6 months to 1 September 2014, IT contractor jobs across the City of London 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 contract IT job ads sampled that cited NumPy.

1 8 (100.00%) Python
1 8 (100.00%) SciPy
2 6 (75.00%) Pandas
3 5 (62.50%) Front Office
3 5 (62.50%) C++
4 4 (50.00%) OO
4 4 (50.00%) Agile Software Development
4 4 (50.00%) Django
5 3 (37.50%) Degree
5 3 (37.50%) MongoDB
5 3 (37.50%) KDB
5 3 (37.50%) Open Source
5 3 (37.50%) Hedge funds
5 3 (37.50%) Oracle
6 2 (25.00%) SQL
6 2 (25.00%) C#
6 2 (25.00%) Linux
6 2 (25.00%) TDD
6 2 (25.00%) Banking
6 2 (25.00%) Maven
6 2 (25.00%) Investment Banking
6 2 (25.00%) Software Engineering
6 2 (25.00%) Visualisation
6 2 (25.00%) R
6 2 (25.00%) Refactoring
6 2 (25.00%) Credit Risk
6 2 (25.00%) Unit Testing
6 2 (25.00%) Continuous Integration
6 2 (25.00%) Web Development
6 2 (25.00%) AngularJS

NumPy
Top Related IT Skills in the City of London by Category

For the 6 months to 1 September 2014, IT contractor jobs across the City of London 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 contract IT job ads sampled that cited NumPy. Up to 20 skills are shown per category.

Database & Business Intelligence
1 3 (37.50%) KDB
1 3 (37.50%) MongoDB
Development Applications
1 2 (25.00%) Maven
General
1 5 (62.50%) Front Office
2 2 (25.00%) Banking
2 2 (25.00%) Investment Banking
3 1 (12.50%) Finance
Job Titles
1 8 (100.00%) Developer
1 8 (100.00%) Python Developer
2 3 (37.50%) C++ Developer
Libraries, Frameworks & Software Standards
1 8 (100.00%) SciPy
2 6 (75.00%) Pandas
3 4 (50.00%) Django
4 2 (25.00%) AngularJS
4 2 (25.00%) Esper
4 2 (25.00%) Pyramid
5 1 (12.50%) STL
5 1 (12.50%) Boost C++ Libraries
5 1 (12.50%) Matplotlib
Miscellaneous
1 3 (37.50%) Open Source
1 3 (37.50%) Hedge funds
2 2 (25.00%) Credit Risk
2 2 (25.00%) Visualisation
3 1 (12.50%) Equities
3 1 (12.50%) Statistics
Operating Systems
1 2 (25.00%) Linux
2 1 (12.50%) UNIX
Processes & Methodologies
1 4 (50.00%) Agile Software Development
1 4 (50.00%) OO
2 2 (25.00%) TDD
2 2 (25.00%) Software Engineering
2 2 (25.00%) Web Development
2 2 (25.00%) Refactoring
2 2 (25.00%) Unit Testing
2 2 (25.00%) Continuous Integration
2 2 (25.00%) Analytics
3 1 (12.50%) Risk Management
Programming Languages
1 8 (100.00%) Python
2 5 (62.50%) C++
3 2 (25.00%) SQL
3 2 (25.00%) R
3 2 (25.00%) C#
Qualifications
1 3 (37.50%) Degree
Vendors
1 3 (37.50%) Oracle