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 27 February 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Feb 2015
Same period 2014 Same period 2013
NumPy
Rank 305 301 -
Rank change year-on-year
-4 -
Permanent jobs citing NumPy 6 12 0
As % of all permanent IT jobs located in the City of London 0.058% 0.12% -
As % of the Libraries, Frameworks & Software Standards category 0.18% 0.30% -
Number of salaries quoted 5 12 0
Average salary £60,000 £36,500 -
Average salary % change year-on-year
+64.38% -
UK excluding London average salary £51,250 £30,500 £35,000
% change year-on-year
+68.03% -12.85%
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
3399 4002 4304
As % of all permanent IT jobs located in the City of London 32.67% 38.53% 39.62%
Number of salaries quoted 2995 3445 3920
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 £35,000
10% offered a salary of more than £72,500 £72,500 £75,000
UK excluding London average salary £40,000 £39,500 £37,500
% change year-on-year
+1.26% +5.33%

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 27 February 2015.

NumPy Salary Histogram in the City of London

NumPy
Top 30 Related IT Skills in the City of London

For the 6 months to 27 February 2015, 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 18 (94.74%) Python
1 18 (94.74%) SciPy
2 12 (63.16%) Pandas
3 11 (57.89%) Hedge funds
3 11 (57.89%) Finance
4 10 (52.63%) JavaScript
4 10 (52.63%) R
4 10 (52.63%) Matplotlib
4 10 (52.63%) Analytics
5 9 (47.37%) D3.js
5 9 (47.37%) Visualisation
6 8 (42.11%) Agile Software Development
7 7 (36.84%) Computer Science
7 7 (36.84%) Linux
8 6 (31.58%) Windows
8 6 (31.58%) PhD
8 6 (31.58%) Front Office
8 6 (31.58%) Back Office
8 6 (31.58%) Unit Testing
8 6 (31.58%) Continuous Integration
8 6 (31.58%) Portfolio Management
8 6 (31.58%) TDD
8 6 (31.58%) Software Engineering
8 6 (31.58%) Web Development
8 6 (31.58%) Degree
8 6 (31.58%) Refactoring
8 6 (31.58%) Highcharts JS
8 6 (31.58%) BDD
9 4 (21.05%) Algorithms
9 4 (21.05%) Marketing

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

For the 6 months to 27 February 2015, 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.

Applications
1 1 (5.26%) Mathematica
Database & Business Intelligence
1 3 (15.79%) Spotfire
1 3 (15.79%) QlikView
2 1 (5.26%) Data Mining
2 1 (5.26%) PostgreSQL
Development Applications
1 4 (21.05%) Git (software)
General
1 11 (57.89%) Finance
2 6 (31.58%) Front Office
2 6 (31.58%) Back Office
3 4 (21.05%) Marketing
4 3 (15.79%) Advertising
Job Titles
1 14 (73.68%) Developer
2 10 (52.63%) Python Developer
3 4 (21.05%) Analyst
4 3 (15.79%) Senior Business Analyst
4 3 (15.79%) Senior Analyst
4 3 (15.79%) Business Analyst
4 3 (15.79%) Junior
4 3 (15.79%) Junior Developer
4 3 (15.79%) Junior Python Developer
4 3 (15.79%) Senior Business Intelligence Analyst
4 3 (15.79%) Business Intelligence Analyst
5 1 (5.26%) Quantitative Developer
5 1 (5.26%) Quantitative Analyst
5 1 (5.26%) Java Developer
Libraries, Frameworks & Software Standards
1 18 (94.74%) SciPy
2 12 (63.16%) Pandas
3 10 (52.63%) Matplotlib
4 9 (47.37%) D3.js
5 6 (31.58%) Highcharts JS
6 4 (21.05%) CSS
6 4 (21.05%) HTML
7 1 (5.26%) .NET
7 1 (5.26%) STL
7 1 (5.26%) Django
7 1 (5.26%) Boost C++ Libraries
Miscellaneous
1 11 (57.89%) Hedge funds
2 9 (47.37%) Visualisation
3 7 (36.84%) Computer Science
4 4 (21.05%) Algorithms
5 3 (15.79%) Equities
6 2 (10.53%) Derivative
7 1 (5.26%) Mathematics
7 1 (5.26%) Foreign Exchange (FX)
7 1 (5.26%) Fixed Income
7 1 (5.26%) Market Risk
7 1 (5.26%) Analytical Skills
Operating Systems
1 7 (36.84%) Linux
2 6 (31.58%) Windows
3 1 (5.26%) Debian
3 1 (5.26%) Ubuntu
Processes & Methodologies
1 10 (52.63%) Analytics
2 8 (42.11%) Agile Software Development
3 6 (31.58%) TDD
3 6 (31.58%) Software Engineering
3 6 (31.58%) Web Development
3 6 (31.58%) Refactoring
3 6 (31.58%) Unit Testing
3 6 (31.58%) Continuous Integration
3 6 (31.58%) BDD
3 6 (31.58%) Portfolio Management
4 3 (15.79%) Data Analysis
4 3 (15.79%) Digital Marketing
4 3 (15.79%) Business Intelligence
5 2 (10.53%) Extreme Programming
5 2 (10.53%) Pair Programming
6 1 (5.26%) Quantitative Analysis
6 1 (5.26%) Risk Analysis
6 1 (5.26%) Functional Programming
6 1 (5.26%) Machine Learning
Programming Languages
1 18 (94.74%) Python
2 10 (52.63%) JavaScript
2 10 (52.63%) R
3 4 (21.05%) SQL
4 3 (15.79%) VBA
5 2 (10.53%) C++
5 2 (10.53%) Java
6 1 (5.26%) MATLAB
6 1 (5.26%) IronPython
6 1 (5.26%) Scala
6 1 (5.26%) C#
Qualifications
1 6 (31.58%) PhD
1 6 (31.58%) Degree
Vendors
1 3 (15.79%) Tableau
City, London
Harrington Starr
Salary: £60000 - £85000 per annum + Bonus + benefits + training
Posted: Yesterday
City, London
Verticality Ltd
Salary: £40000 - £55000 per annum, Benefits Plus benefits
Posted: 2 days ago