The table below looks at the statistics for NumPy skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 1 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Oct 2014
Same period 2013 Same period 2012
NumPy
Rank 593 587 -
Rank change year-on-year
-6 -
Permanent jobs citing NumPy 25 28 0
As % of all permanent IT jobs located in London 0.055% 0.062% -
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.16% -
Number of salaries quoted 25 23 0
Average salary £80,000 £100,000 -
Average salary % change year-on-year
-20.00% -
UK excluding London average salary £47,500 - -
NumPy
England

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 London region.

Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
16917 18041 20126
As % of all permanent IT jobs located in London 37.45% 40.06% 40.46%
Number of salaries quoted 14428 15551 17778
Average salary £52,500 £50,000 £50,000
Average salary % change year-on-year
+5.00% -
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £70,000 £70,000 £70,000
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -

NumPy
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing NumPy across the London region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

NumPy Jobs Demand Trend in London

NumPy
Salary Trend in London

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

NumPy Salary Trend in London

NumPy
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing NumPy across the London region over the 3 months to 1 October 2014.

NumPy Salary Histogram in London

NumPy
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the London region over the 3 months to 1 October 2014. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +6 5 £47,500 -56.81% 2
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 1 October 2014, IT jobs across the 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 67 (100.00%) Python
2 62 (92.54%) SciPy
3 53 (79.10%) Pandas
4 37 (55.22%) Algorithms
5 34 (50.75%) C++
5 34 (50.75%) Java
6 31 (46.27%) Linux
7 30 (44.78%) OO
7 30 (44.78%) Open Source
8 29 (43.28%) Hedge funds
9 28 (41.79%) Finance
10 26 (38.81%) Statistics
10 26 (38.81%) Visualisation
11 25 (37.31%) Pyramid
12 23 (34.33%) Maven
13 21 (31.34%) C
14 15 (22.39%) SQL
14 15 (22.39%) PhD
15 14 (20.90%) Django
16 13 (19.40%) Statistical Modelling
16 13 (19.40%) Windows
16 13 (19.40%) Risk Management
17 12 (17.91%) Automated Testing
17 12 (17.91%) Numerical Analysis
18 11 (16.42%) Agile Software Development
18 11 (16.42%) Front Office
18 11 (16.42%) MATLAB
18 11 (16.42%) R
19 9 (13.43%) Analytics
19 9 (13.43%) Computer Science

NumPy
Top Related IT Skills in London by Category

For the 6 months to 1 October 2014, IT jobs across the 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 5 (7.46%) Tornado
Communications & Networking
1 3 (4.48%) Internet
Database & Business Intelligence
1 8 (11.94%) Data Mining
2 3 (4.48%) MongoDB
2 3 (4.48%) Apache Cassandra
2 3 (4.48%) Hadoop
2 3 (4.48%) Relational Database
2 3 (4.48%) KDB
2 3 (4.48%) Text Mining
3 2 (2.99%) Big Data
4 1 (1.49%) NoSQL
Development Applications
1 23 (34.33%) Maven
2 4 (5.97%) Git (software)
General
1 28 (41.79%) Finance
2 11 (16.42%) Front Office
3 5 (7.46%) Banking
4 3 (4.48%) Games
5 1 (1.49%) Back Office
Job Titles
1 61 (91.04%) Developer
2 57 (85.07%) Python Developer
3 17 (25.37%) Senior Developer
4 14 (20.90%) Senior Python Developer
5 13 (19.40%) Quantitative Developer
6 11 (16.42%) Python/Django Developer
7 5 (7.46%) Data Scientist
8 4 (5.97%) Junior Developer
8 4 (5.97%) Junior
8 4 (5.97%) Senior Quantitative Developer
9 3 (4.48%) Junior Quantitative Developer
9 3 (4.48%) Junior Python Developer
10 2 (2.99%) C++ Developer
11 1 (1.49%) Java Developer
11 1 (1.49%) Analyst
11 1 (1.49%) Graduate
11 1 (1.49%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 62 (92.54%) SciPy
2 53 (79.10%) Pandas
3 25 (37.31%) Pyramid
4 14 (20.90%) Django
5 5 (7.46%) Twisted
5 5 (7.46%) Matplotlib
5 5 (7.46%) Natural Language Processing
6 4 (5.97%) HTML
7 3 (4.48%) RabbitMQ
7 3 (4.48%) Boost C++ Libraries
7 3 (4.48%) AngularJS
7 3 (4.48%) STL
8 2 (2.99%) CSS
8 2 (2.99%) Esper
8 2 (2.99%) Flask
8 2 (2.99%) D3.js
9 1 (1.49%) Highcharts JS
Miscellaneous
1 37 (55.22%) Algorithms
2 30 (44.78%) Open Source
3 29 (43.28%) Hedge funds
4 26 (38.81%) Statistics
4 26 (38.81%) Visualisation
5 9 (13.43%) Computer Science
6 7 (10.45%) Physics
7 6 (8.96%) Mathematics
8 4 (5.97%) Analytical Skills
9 2 (2.99%) Artificial Intelligence
10 1 (1.49%) BBC
10 1 (1.49%) Equities
10 1 (1.49%) Neural Network
10 1 (1.49%) Derivative
Operating Systems
1 31 (46.27%) Linux
2 13 (19.40%) Windows
3 2 (2.99%) UNIX
Processes & Methodologies
1 30 (44.78%) OO
2 13 (19.40%) Statistical Modelling
2 13 (19.40%) Risk Management
3 12 (17.91%) Automated Testing
3 12 (17.91%) Numerical Analysis
4 11 (16.42%) Agile Software Development
5 9 (13.43%) Analytics
6 7 (10.45%) Software Engineering
7 6 (8.96%) Data Analysis
7 6 (8.96%) Unit Testing
7 6 (8.96%) Continuous Integration
7 6 (8.96%) Machine Learning
8 5 (7.46%) Information Retrieval
8 5 (7.46%) Business Development
9 4 (5.97%) TDD
9 4 (5.97%) Refactoring
9 4 (5.97%) Functional Programming
10 3 (4.48%) Parallel Computing
10 3 (4.48%) Algorithmic Trading
10 3 (4.48%) Web Development
Programming Languages
1 67 (100.00%) Python
2 34 (50.75%) C++
2 34 (50.75%) Java
3 21 (31.34%) C
4 15 (22.39%) SQL
5 11 (16.42%) MATLAB
5 11 (16.42%) R
6 6 (8.96%) JavaScript
7 4 (5.97%) Erlang
8 3 (4.48%) C#
9 1 (1.49%) Clojure
9 1 (1.49%) IronPython
Qualifications
1 15 (22.39%) PhD
2 7 (10.45%) Degree
Vendors
1 4 (5.97%) Oracle
London
Queen Mary University of London
Salary: £35,319 - £41,553 + Benefits
Posted: 8 hours ago
City, London
Westbourne Partners
Salary: From £60,000 to £80,000 per annum
Posted: 10 hours ago
City, London
Quant Capital
Salary: Up to £45,000 per annum Equity Bonus
Posted: 11 hours ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago