The table below looks at the statistics for NumPy skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 16 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
16 Sep 2014
Same period 2013 Same period 2012
NumPy
Rank 325 319 -
Rank change year-on-year
-6 -
Permanent jobs citing NumPy 4 7 0
As % of all permanent IT jobs located in the City of London 0.035% 0.059% -
As % of the Libraries, Frameworks & Software Standards category 0.095% 0.16% -
Number of salaries quoted 3 7 0
Average salary £63,500 £110,000 -
Average salary % change year-on-year
-42.27% -
UK excluding London average salary £47,500 - -
NumPy
London

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 City of London region.

Libraries, Frameworks & Software Standards Category
City of London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
4231 4466 4970
As % of all permanent IT jobs located in the City of London 36.72% 37.80% 38.55%
Number of salaries quoted 3681 4005 4678
Average salary £52,500 £52,500 £50,000
Average salary % change year-on-year
- +5.00%
90% offered a salary of more than £37,000 £35,000 £32,500
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -

NumPy
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT 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
Salary Trend in the City of London

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

NumPy Salary Trend in the City of London

NumPy
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing NumPy across the City of London region over the 3 months to 16 September 2014.

NumPy Salary Histogram in the City of London

NumPy
Top 30 Related IT Skills in the City of London

For the 6 months to 16 September 2014, IT 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 IT job ads sampled that cited NumPy.

1 8 (100.00%) Python
2 7 (87.50%) SciPy
3 6 (75.00%) Pandas
4 5 (62.50%) C++
5 4 (50.00%) Java
5 4 (50.00%) Matplotlib
6 3 (37.50%) Boost C++ Libraries
6 3 (37.50%) STL
6 3 (37.50%) OO
6 3 (37.50%) Finance
6 3 (37.50%) Degree
6 3 (37.50%) Computer Science
7 2 (25.00%) UNIX
7 2 (25.00%) Analytics
7 2 (25.00%) Mathematics
8 1 (12.50%) Physics
8 1 (12.50%) Analytical Skills
8 1 (12.50%) Machine Learning
8 1 (12.50%) D3.js
8 1 (12.50%) Statistical Modelling
8 1 (12.50%) AngularJS
8 1 (12.50%) Tornado
8 1 (12.50%) Bayesian Methods
8 1 (12.50%) Time Series Analysis
8 1 (12.50%) Markov Chain
8 1 (12.50%) Information Retrieval
8 1 (12.50%) Gibbs Sampling
8 1 (12.50%) Pyramid
8 1 (12.50%) Open Source
8 1 (12.50%) Hedge funds

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

For the 6 months to 16 September 2014, IT 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 IT job ads sampled that cited NumPy. Up to 20 skills are shown per category.

Application Platforms
1 1 (12.50%) Tornado
Database & Business Intelligence
1 1 (12.50%) MongoDB
1 1 (12.50%) NoSQL
1 1 (12.50%) Data Mining
1 1 (12.50%) KDB
General
1 3 (37.50%) Finance
2 1 (12.50%) Front Office
2 1 (12.50%) Banking
Job Titles
1 7 (87.50%) Developer
2 6 (75.00%) Python Developer
3 2 (25.00%) C++ Developer
4 1 (12.50%) Data Scientist
4 1 (12.50%) Junior Quantitative Developer
4 1 (12.50%) Graduate
4 1 (12.50%) Junior
4 1 (12.50%) Junior Developer
4 1 (12.50%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 7 (87.50%) SciPy
2 6 (75.00%) Pandas
3 4 (50.00%) Matplotlib
4 3 (37.50%) Boost C++ Libraries
4 3 (37.50%) STL
5 1 (12.50%) D3.js
5 1 (12.50%) AngularJS
5 1 (12.50%) Pyramid
5 1 (12.50%) Twisted
5 1 (12.50%) Django
Miscellaneous
1 3 (37.50%) Computer Science
2 2 (25.00%) Mathematics
3 1 (12.50%) Physics
3 1 (12.50%) Analytical Skills
3 1 (12.50%) Open Source
3 1 (12.50%) Hedge funds
3 1 (12.50%) Equities
3 1 (12.50%) Neural Network
3 1 (12.50%) Derivative
3 1 (12.50%) Statistics
3 1 (12.50%) Visualisation
Operating Systems
1 2 (25.00%) UNIX
2 1 (12.50%) Linux
Processes & Methodologies
1 3 (37.50%) OO
2 2 (25.00%) Analytics
3 1 (12.50%) Machine Learning
3 1 (12.50%) Statistical Modelling
3 1 (12.50%) Bayesian Methods
3 1 (12.50%) Time Series Analysis
3 1 (12.50%) Markov Chain
3 1 (12.50%) Information Retrieval
3 1 (12.50%) Gibbs Sampling
3 1 (12.50%) Risk Management
3 1 (12.50%) Agile Software Development
3 1 (12.50%) Software Engineering
3 1 (12.50%) Business Development
3 1 (12.50%) Unit Testing
3 1 (12.50%) Continuous Integration
3 1 (12.50%) Monte Carlo Method
3 1 (12.50%) Refactoring
3 1 (12.50%) Predictive Analytics
3 1 (12.50%) Logistic Regression
Programming Languages
1 8 (100.00%) Python
2 5 (62.50%) C++
3 4 (50.00%) Java
4 1 (12.50%) Clojure
4 1 (12.50%) R
4 1 (12.50%) C#
4 1 (12.50%) MATLAB
4 1 (12.50%) IronPython
Qualifications
1 3 (37.50%) Degree
2 1 (12.50%) PhD
Vendors
1 1 (12.50%) Oracle