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 17 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Sep 2014
Same period 2013 Same period 2012
NumPy
Rank 597 585 -
Rank change year-on-year
-12 -
Permanent jobs citing NumPy 24 31 0
As % of all permanent IT jobs located in London 0.053% 0.070% -
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.17% -
Number of salaries quoted 23 25 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
16995 17753 20566
As % of all permanent IT jobs located in London 37.49% 39.95% 40.74%
Number of salaries quoted 14496 15266 18224
Average salary £52,000 £50,000 £50,000
Average salary % change year-on-year
+4.00% -
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 17 September 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 17 September 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 +8 4 £63,500 -42.27% 1
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 17 September 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 71 (98.61%) Python
2 65 (90.28%) SciPy
3 60 (83.33%) Pandas
4 40 (55.56%) C++
4 40 (55.56%) Java
5 36 (50.00%) Linux
6 35 (48.61%) OO
7 34 (47.22%) Open Source
8 31 (43.06%) Statistics
8 31 (43.06%) Hedge funds
9 29 (40.28%) Finance
9 29 (40.28%) Visualisation
9 29 (40.28%) Pyramid
10 27 (37.50%) Maven
11 25 (34.72%) C
12 19 (26.39%) PhD
13 15 (20.83%) SQL
13 15 (20.83%) Front Office
13 15 (20.83%) Django
14 13 (18.06%) Windows
14 13 (18.06%) Risk Management
14 13 (18.06%) Statistical Modelling
15 12 (16.67%) MATLAB
15 12 (16.67%) Automated Testing
15 12 (16.67%) Numerical Analysis
15 12 (16.67%) R
16 11 (15.28%) Agile Software Development
16 11 (15.28%) Analytics
17 10 (13.89%) Data Mining
17 10 (13.89%) Computer Science

NumPy
Top Related IT Skills in London by Category

For the 6 months to 17 September 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 7 (9.72%) Tornado
Communications & Networking
1 4 (5.56%) Internet
Database & Business Intelligence
1 10 (13.89%) Data Mining
2 4 (5.56%) Hadoop
2 4 (5.56%) Apache Cassandra
3 3 (4.17%) MongoDB
3 3 (4.17%) Text Mining
3 3 (4.17%) KDB
4 2 (2.78%) Big Data
4 2 (2.78%) Relational Database
5 1 (1.39%) NoSQL
5 1 (1.39%) Redis
Development Applications
1 27 (37.50%) Maven
2 1 (1.39%) Git (software)
General
1 29 (40.28%) Finance
2 15 (20.83%) Front Office
3 7 (9.72%) Banking
4 3 (4.17%) Games
5 1 (1.39%) Back Office
Job Titles
1 67 (93.06%) Developer
2 63 (87.50%) Python Developer
3 17 (23.61%) Senior Developer
3 17 (23.61%) Quantitative Developer
4 14 (19.44%) Senior Python Developer
5 11 (15.28%) Python/Django Developer
6 5 (6.94%) Data Scientist
7 4 (5.56%) Senior Quantitative Developer
8 2 (2.78%) Junior Quantitative Developer
8 2 (2.78%) C++ Developer
8 2 (2.78%) Junior Developer
8 2 (2.78%) Junior
9 1 (1.39%) Graduate
9 1 (1.39%) Java Developer
9 1 (1.39%) Junior Python Developer
Libraries, Frameworks & Software Standards
1 65 (90.28%) SciPy
2 60 (83.33%) Pandas
3 29 (40.28%) Pyramid
4 15 (20.83%) Django
5 7 (9.72%) Twisted
6 6 (8.33%) Natural Language Processing
7 5 (6.94%) Matplotlib
8 4 (5.56%) RabbitMQ
9 3 (4.17%) Boost C++ Libraries
9 3 (4.17%) STL
9 3 (4.17%) AngularJS
9 3 (4.17%) Flask
10 2 (2.78%) Esper
10 2 (2.78%) D3.js
11 1 (1.39%) Highcharts JS
11 1 (1.39%) HTML
Miscellaneous
1 34 (47.22%) Open Source
2 31 (43.06%) Hedge funds
2 31 (43.06%) Statistics
3 29 (40.28%) Visualisation
4 10 (13.89%) Computer Science
5 8 (11.11%) Physics
6 7 (9.72%) Mathematics
7 4 (5.56%) Analytical Skills
8 3 (4.17%) Artificial Intelligence
9 1 (1.39%) Neural Network
9 1 (1.39%) Derivative
9 1 (1.39%) Equities
Operating Systems
1 36 (50.00%) Linux
2 13 (18.06%) Windows
3 2 (2.78%) UNIX
Processes & Methodologies
1 35 (48.61%) OO
2 13 (18.06%) Risk Management
2 13 (18.06%) Statistical Modelling
3 12 (16.67%) Automated Testing
3 12 (16.67%) Numerical Analysis
4 11 (15.28%) Agile Software Development
4 11 (15.28%) Analytics
5 7 (9.72%) Data Analysis
5 7 (9.72%) Machine Learning
5 7 (9.72%) Information Retrieval
5 7 (9.72%) Software Engineering
5 7 (9.72%) Unit Testing
5 7 (9.72%) Continuous Integration
5 7 (9.72%) Business Development
6 5 (6.94%) TDD
6 5 (6.94%) Functional Programming
7 4 (5.56%) Statistical Analysis
7 4 (5.56%) Refactoring
8 3 (4.17%) Algorithmic Trading
8 3 (4.17%) Web Development
Programming Languages
1 71 (98.61%) Python
2 40 (55.56%) C++
2 40 (55.56%) Java
3 25 (34.72%) C
4 15 (20.83%) SQL
5 12 (16.67%) R
5 12 (16.67%) MATLAB
6 5 (6.94%) Erlang
7 4 (5.56%) JavaScript
8 3 (4.17%) C#
9 1 (1.39%) Clojure
9 1 (1.39%) IronPython
Qualifications
1 19 (26.39%) PhD
2 6 (8.33%) Degree
Vendors
1 4 (5.56%) Oracle
City, London
Lorien Resourcing
Salary: £45000 - £50000 per annum + Excellent Bonus + Benefits
Posted: 17 hours ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago