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 31 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Oct 2014
Same period 2013 Same period 2012
NumPy
Rank 301 327 337
Rank change year-on-year
+26 +10
Permanent jobs citing NumPy 5 9 1
As % of all permanent IT jobs located in the City of London 0.045% 0.074% 0.008%
As % of the Libraries, Frameworks & Software Standards category 0.12% 0.19% 0.022%
Number of salaries quoted 5 9 1
Average salary £47,500 £110,000 £95,000
Average salary % change year-on-year
-56.81% +15.78%
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
4102 4777 4641
As % of all permanent IT jobs located in the City of London 37.14% 39.40% 38.81%
Number of salaries quoted 3612 4232 4358
Average salary £55,000 £52,500 £50,000
Average salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £72,500 £72,500 £75,000
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 31 October 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 31 October 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 9 (100.00%) Python
1 9 (100.00%) SciPy
2 6 (66.67%) Algorithms
3 5 (55.56%) Pandas
4 4 (44.44%) Matplotlib
4 4 (44.44%) Hedge funds
4 4 (44.44%) Degree
5 3 (33.33%) Computer Science
5 3 (33.33%) Boost C++ Libraries
5 3 (33.33%) Finance
5 3 (33.33%) OO
5 3 (33.33%) C++
5 3 (33.33%) Java
5 3 (33.33%) JavaScript
5 3 (33.33%) STL
6 2 (22.22%) CSS
6 2 (22.22%) HTML
6 2 (22.22%) Linux
6 2 (22.22%) UNIX
6 2 (22.22%) Front Office
6 2 (22.22%) Agile Software Development
6 2 (22.22%) Software Engineering
6 2 (22.22%) Git (software)
6 2 (22.22%) Visualisation
6 2 (22.22%) Unit Testing
6 2 (22.22%) Continuous Integration
6 2 (22.22%) Mathematics
6 2 (22.22%) Refactoring
6 2 (22.22%) D3.js
6 2 (22.22%) Analytics

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

For the 6 months to 31 October 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.

Database & Business Intelligence
1 1 (11.11%) KDB
1 1 (11.11%) MongoDB
Development Applications
1 2 (22.22%) Git (software)
General
1 3 (33.33%) Finance
2 2 (22.22%) Front Office
3 1 (11.11%) Back Office
Job Titles
1 7 (77.78%) Developer
2 6 (66.67%) Python Developer
3 2 (22.22%) Junior
3 2 (22.22%) C++ Developer
3 2 (22.22%) Junior Developer
4 1 (11.11%) Quantitative Developer
4 1 (11.11%) Quantitative Analyst
4 1 (11.11%) Graduate
4 1 (11.11%) Analyst
4 1 (11.11%) Junior Python Developer
4 1 (11.11%) Junior Quantitative Developer
4 1 (11.11%) Data Scientist
Libraries, Frameworks & Software Standards
1 9 (100.00%) SciPy
2 5 (55.56%) Pandas
3 4 (44.44%) Matplotlib
4 3 (33.33%) STL
4 3 (33.33%) Boost C++ Libraries
5 2 (22.22%) HTML
5 2 (22.22%) CSS
5 2 (22.22%) D3.js
6 1 (11.11%) Highcharts JS
6 1 (11.11%) AngularJS
6 1 (11.11%) Pyramid
6 1 (11.11%) Django
Miscellaneous
1 6 (66.67%) Algorithms
2 4 (44.44%) Hedge funds
3 3 (33.33%) Computer Science
4 2 (22.22%) Visualisation
4 2 (22.22%) Mathematics
5 1 (11.11%) Physics
5 1 (11.11%) Open Source
5 1 (11.11%) Equities
5 1 (11.11%) Neural Network
5 1 (11.11%) Derivative
5 1 (11.11%) Statistics
5 1 (11.11%) Analytical Skills
Operating Systems
1 2 (22.22%) UNIX
1 2 (22.22%) Linux
2 1 (11.11%) Windows
Processes & Methodologies
1 3 (33.33%) OO
2 2 (22.22%) Agile Software Development
2 2 (22.22%) Software Engineering
2 2 (22.22%) Unit Testing
2 2 (22.22%) Continuous Integration
2 2 (22.22%) Analytics
2 2 (22.22%) Refactoring
3 1 (11.11%) Predictive Analytics
3 1 (11.11%) Logistic Regression
3 1 (11.11%) Bayesian Methods
3 1 (11.11%) Time Series Analysis
3 1 (11.11%) Markov Chain
3 1 (11.11%) Gibbs Sampling
3 1 (11.11%) Monte Carlo Method
3 1 (11.11%) BDD
3 1 (11.11%) Portfolio Management
3 1 (11.11%) Machine Learning
3 1 (11.11%) Statistical Modelling
3 1 (11.11%) Web Development
3 1 (11.11%) TDD
Programming Languages
1 9 (100.00%) Python
2 3 (33.33%) C++
2 3 (33.33%) Java
2 3 (33.33%) JavaScript
3 2 (22.22%) R
4 1 (11.11%) C#
4 1 (11.11%) MATLAB
4 1 (11.11%) IronPython
4 1 (11.11%) Clojure
Qualifications
1 4 (44.44%) Degree
2 1 (11.11%) PhD
Vendors
1 1 (11.11%) Oracle
City, London
Quant Capital
Salary: Up to £65,000 per annum Equity Bonus
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