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 22 May 2015 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
22 May 2015
Same period 2014 Same period 2013
NumPy
Rank 188 194 -
Rank change year-on-year
+6 -
Contract jobs citing NumPy 4 7 0
As % of all contract IT jobs located in the City of London 0.074% 0.12% -
As % of the Libraries, Frameworks & Software Standards category 0.25% 0.39% -
Number of daily rates quoted 4 6 0
Average daily rate
Keep up to 90%
of your Daily Rate
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£663 £575 -
Average daily rate % change year-on-year
+15.21% -
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
1603 1783 1845
As % of all contract IT jobs located in the City of London 29.54% 29.83% 28.70%
Number of daily rates quoted 1295 1377 1455
Average daily rate £425 £438 £410
Average daily rate % change year-on-year
-2.85% +6.77%
90% offered a daily rate of more than £315 £315 £300
10% offered a daily rate of more than £600 £600 £575
UK excluding London average daily rate £350 £350 £325
% change year-on-year
- +7.69%
Number of hourly rates quoted 10 0 27
Average hourly rate £19.72 - £41.75
90% offered a hourly rate of more than £16.64 - £32.58
10% offered a hourly rate of more than £60.00 - £135.00
UK excluding London average hourly rate £37.50 £35.00 £35.00
% change year-on-year
+7.14% -

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 22 May 2015, 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 5 (100.00%) Python
2 3 (60.00%) Front Office
3 2 (40.00%) Finance
3 2 (40.00%) Credit Risk
3 2 (40.00%) Java
3 2 (40.00%) C++
3 2 (40.00%) SQL
3 2 (40.00%) SciPy
3 2 (40.00%) Pandas
4 1 (20.00%) Algorithms
4 1 (20.00%) IPython
4 1 (20.00%) Celery
4 1 (20.00%) Software Delivery
4 1 (20.00%) BDD
4 1 (20.00%) MongoDB
4 1 (20.00%) NoSQL
4 1 (20.00%) Matplotlib
4 1 (20.00%) Analytics
4 1 (20.00%) Cython
4 1 (20.00%) VBA
4 1 (20.00%) .NET
4 1 (20.00%) CSS
4 1 (20.00%) XML
4 1 (20.00%) UNIX
4 1 (20.00%) Windows
4 1 (20.00%) Linux
4 1 (20.00%) OO
4 1 (20.00%) RAD
4 1 (20.00%) HTML
4 1 (20.00%) C

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

For the 6 months to 22 May 2015, 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.

Applications
1 1 (20.00%) Spreadsheet
Database & Business Intelligence
1 1 (20.00%) MongoDB
1 1 (20.00%) NoSQL
Development Applications
1 1 (20.00%) Git (software)
1 1 (20.00%) Subversion
General
1 3 (60.00%) Front Office
2 2 (40.00%) Finance
3 1 (20.00%) Banking
3 1 (20.00%) Investment Banking
Job Titles
1 5 (100.00%) Developer
1 5 (100.00%) Python Developer
2 2 (40.00%) Senior Developer
2 2 (40.00%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 2 (40.00%) SciPy
1 2 (40.00%) Pandas
2 1 (20.00%) Celery
2 1 (20.00%) Matplotlib
2 1 (20.00%) .NET
2 1 (20.00%) CSS
2 1 (20.00%) XML
2 1 (20.00%) HTML
2 1 (20.00%) Boost C++ Libraries
2 1 (20.00%) SQLAlchemy
2 1 (20.00%) Django
Miscellaneous
1 2 (40.00%) Credit Risk
2 1 (20.00%) Algorithms
2 1 (20.00%) Foreign Exchange (FX)
2 1 (20.00%) Market Risk
2 1 (20.00%) Mathematics
2 1 (20.00%) Physics
2 1 (20.00%) Grid Computing
Operating Systems
1 1 (20.00%) UNIX
1 1 (20.00%) Windows
1 1 (20.00%) Linux
Processes & Methodologies
1 1 (20.00%) Software Delivery
1 1 (20.00%) BDD
1 1 (20.00%) Analytics
1 1 (20.00%) OO
1 1 (20.00%) RAD
1 1 (20.00%) ETRM
1 1 (20.00%) Agile Software Development
1 1 (20.00%) TDD
1 1 (20.00%) Workflow
Programming Languages
1 5 (100.00%) Python
2 2 (40.00%) Java
2 2 (40.00%) C++
2 2 (40.00%) SQL
3 1 (20.00%) IPython
3 1 (20.00%) Cython
3 1 (20.00%) VBA
3 1 (20.00%) C
3 1 (20.00%) C#
3 1 (20.00%) JavaScript
3 1 (20.00%) Perl
Qualifications
1 1 (20.00%) Degree