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 28 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Nov 2014
Same period 2013 Same period 2012
NumPy
Rank 304 334 343
Rank change year-on-year
+30 +9
Permanent jobs citing NumPy 13 6 1
As % of all permanent IT jobs located in the City of London 0.12% 0.049% 0.008%
As % of the Libraries, Frameworks & Software Standards category 0.33% 0.13% 0.022%
Number of salaries quoted 13 6 1
Average salary £65,000 £32,500 £95,000
Average salary % change year-on-year
+100.00% -65.78%
UK excluding London average salary £50,000 £30,500 £35,000
% change year-on-year
+63.93% -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
3958 4790 4622
As % of all permanent IT jobs located in the City of London 35.53% 39.31% 39.17%
Number of salaries quoted 3503 4175 4317
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 £70,000 £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 28 November 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 28 November 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 16 (100.00%) Python
1 16 (100.00%) SciPy
2 10 (62.50%) Hedge funds
3 9 (56.25%) Finance
3 9 (56.25%) JavaScript
3 9 (56.25%) Pandas
4 7 (43.75%) Linux
4 7 (43.75%) Agile Software Development
4 7 (43.75%) Computer Science
4 7 (43.75%) Matplotlib
5 6 (37.50%) R
5 6 (37.50%) D3.js
5 6 (37.50%) Visualisation
5 6 (37.50%) Unit Testing
5 6 (37.50%) Continuous Integration
5 6 (37.50%) Refactoring
5 6 (37.50%) Software Engineering
5 6 (37.50%) Front Office
5 6 (37.50%) Algorithms
5 6 (37.50%) Analytics
6 5 (31.25%) Back Office
6 5 (31.25%) TDD
6 5 (31.25%) Windows
6 5 (31.25%) PhD
6 5 (31.25%) Web Development
6 5 (31.25%) BDD
6 5 (31.25%) Highcharts JS
6 5 (31.25%) Portfolio Management
7 4 (25.00%) Git (software)
7 4 (25.00%) Degree

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

For the 6 months to 28 November 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 (6.25%) Data Mining
1 1 (6.25%) PostgreSQL
1 1 (6.25%) KDB
1 1 (6.25%) MongoDB
Development Applications
1 4 (25.00%) Git (software)
General
1 9 (56.25%) Finance
2 6 (37.50%) Front Office
3 5 (31.25%) Back Office
4 1 (6.25%) Marketing
Job Titles
1 13 (81.25%) Developer
2 10 (62.50%) Python Developer
3 4 (25.00%) Junior
3 4 (25.00%) Junior Developer
4 3 (18.75%) Junior Python Developer
5 2 (12.50%) Quantitative Developer
6 1 (6.25%) Quantitative Analyst
6 1 (6.25%) Junior Quantitative Developer
6 1 (6.25%) Data Scientist
6 1 (6.25%) Graduate
6 1 (6.25%) Analyst
Libraries, Frameworks & Software Standards
1 16 (100.00%) SciPy
2 9 (56.25%) Pandas
3 7 (43.75%) Matplotlib
4 6 (37.50%) D3.js
5 5 (31.25%) Highcharts JS
6 4 (25.00%) HTML
6 4 (25.00%) CSS
7 1 (6.25%) STL
7 1 (6.25%) Django
7 1 (6.25%) Boost C++ Libraries
7 1 (6.25%) AngularJS
7 1 (6.25%) Pyramid
Miscellaneous
1 10 (62.50%) Hedge funds
2 7 (43.75%) Computer Science
3 6 (37.50%) Visualisation
3 6 (37.50%) Algorithms
4 2 (12.50%) Mathematics
4 2 (12.50%) Equities
5 1 (6.25%) Neural Network
5 1 (6.25%) Derivative
5 1 (6.25%) Statistics
5 1 (6.25%) Physics
5 1 (6.25%) Open Source
5 1 (6.25%) Analytical Skills
Operating Systems
1 7 (43.75%) Linux
2 5 (31.25%) Windows
3 1 (6.25%) Debian
3 1 (6.25%) Ubuntu
Processes & Methodologies
1 7 (43.75%) Agile Software Development
2 6 (37.50%) Refactoring
2 6 (37.50%) Software Engineering
2 6 (37.50%) Unit Testing
2 6 (37.50%) Continuous Integration
2 6 (37.50%) Analytics
3 5 (31.25%) Web Development
3 5 (31.25%) BDD
3 5 (31.25%) Portfolio Management
3 5 (31.25%) TDD
4 2 (12.50%) Machine Learning
4 2 (12.50%) Systematic Trading
5 1 (6.25%) Bayesian Methods
5 1 (6.25%) Time Series Analysis
5 1 (6.25%) Markov Chain
5 1 (6.25%) Gibbs Sampling
5 1 (6.25%) Statistical Modelling
5 1 (6.25%) Monte Carlo Method
5 1 (6.25%) Pair Programming
5 1 (6.25%) OO
Programming Languages
1 16 (100.00%) Python
2 9 (56.25%) JavaScript
3 6 (37.50%) R
4 1 (6.25%) SQL
4 1 (6.25%) C#
4 1 (6.25%) C++
4 1 (6.25%) Java
4 1 (6.25%) MATLAB
4 1 (6.25%) IronPython
4 1 (6.25%) Clojure
Qualifications
1 5 (31.25%) PhD
2 4 (25.00%) Degree
Vendors
1 1 (6.25%) Oracle
City of London
Harrington Starr
Salary: £70000 per annum + Bonus + benefits + training
Posted: 7 days ago
City of London
Quantica Technology - London
Salary: £40000 - £45000 per annum + inc 20% bonus, 10 % pension
Posted: 24 days ago