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 29 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Aug 2014
Same period 2013 Same period 2012
NumPy
Rank 595 596 646
Rank change year-on-year
+1 +50
Permanent jobs citing NumPy 28 27 1
As % of all permanent IT jobs located in London 0.059% 0.061% 0.002%
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.15% 0.005%
Number of salaries quoted 27 22 0
Average salary £70,000 £100,000 -
Average salary % change year-on-year
-30.00% -
UK excluding London average salary £48,750 - -
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
17776 17506 20716
As % of all permanent IT jobs located in London 37.76% 39.68% 40.99%
Number of salaries quoted 15187 15035 18383
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 29 August 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 29 August 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 -7 3 £55,500 -49.54%
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 29 August 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 81 (97.59%) Python
2 72 (86.75%) Pandas
3 70 (84.34%) SciPy
4 44 (53.01%) C++
4 44 (53.01%) Java
5 41 (49.40%) OO
6 36 (43.37%) Statistics
7 35 (42.17%) Linux
8 33 (39.76%) Finance
8 33 (39.76%) Open Source
9 31 (37.35%) PhD
10 30 (36.14%) Hedge funds
11 28 (33.73%) Pyramid
11 28 (33.73%) Visualisation
12 26 (31.33%) Maven
13 24 (28.92%) C
14 20 (24.10%) MATLAB
14 20 (24.10%) R
15 17 (20.48%) SQL
15 17 (20.48%) Physics
16 16 (19.28%) Front Office
17 15 (18.07%) Mathematics
17 15 (18.07%) Analytics
18 14 (16.87%) Django
18 14 (16.87%) Data Analysis
18 14 (16.87%) Data Mining
19 13 (15.66%) Windows
19 13 (15.66%) Agile Software Development
19 13 (15.66%) Risk Management
19 13 (15.66%) Statistical Modelling

NumPy
Top Related IT Skills in London by Category

For the 6 months to 29 August 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 13 (15.66%) Tornado
Communications & Networking
1 5 (6.02%) Internet
Database & Business Intelligence
1 14 (16.87%) Data Mining
2 6 (7.23%) MongoDB
3 5 (6.02%) Apache Cassandra
3 5 (6.02%) Text Mining
3 5 (6.02%) Hadoop
4 4 (4.82%) KDB
4 4 (4.82%) Big Data
5 3 (3.61%) NoSQL
6 2 (2.41%) Redis
6 2 (2.41%) Relational Database
Development Applications
1 26 (31.33%) Maven
General
1 33 (39.76%) Finance
2 16 (19.28%) Front Office
3 11 (13.25%) Banking
4 3 (3.61%) Games
5 1 (1.20%) Back Office
Job Titles
1 77 (92.77%) Developer
2 72 (86.75%) Python Developer
3 18 (21.69%) Quantitative Developer
4 17 (20.48%) Senior Developer
5 14 (16.87%) Senior Python Developer
6 11 (13.25%) Python/Django Developer
7 6 (7.23%) Data Scientist
8 4 (4.82%) Senior Quantitative Developer
9 3 (3.61%) Junior Developer
9 3 (3.61%) Junior
10 2 (2.41%) C++ Developer
10 2 (2.41%) Junior Python Developer
11 1 (1.20%) Graduate
11 1 (1.20%) Java Developer
11 1 (1.20%) Junior Quantitative Developer
Libraries, Frameworks & Software Standards
1 72 (86.75%) Pandas
2 70 (84.34%) SciPy
3 28 (33.73%) Pyramid
4 14 (16.87%) Django
5 13 (15.66%) Twisted
6 6 (7.23%) Natural Language Processing
7 5 (6.02%) Matplotlib
7 5 (6.02%) RabbitMQ
8 4 (4.82%) AngularJS
9 3 (3.61%) Esper
9 3 (3.61%) Flask
10 2 (2.41%) STL
10 2 (2.41%) Boost C++ Libraries
10 2 (2.41%) SQLAlchemy
10 2 (2.41%) D3.js
11 1 (1.20%) Highcharts JS
Miscellaneous
1 36 (43.37%) Statistics
2 33 (39.76%) Open Source
3 30 (36.14%) Hedge funds
4 28 (33.73%) Visualisation
5 17 (20.48%) Physics
6 15 (18.07%) Mathematics
7 12 (14.46%) Computer Science
8 3 (3.61%) Artificial Intelligence
9 1 (1.20%) Neural Network
9 1 (1.20%) Equities
Operating Systems
1 35 (42.17%) Linux
2 13 (15.66%) Windows
3 2 (2.41%) UNIX
Processes & Methodologies
1 41 (49.40%) OO
2 15 (18.07%) Analytics
3 14 (16.87%) Data Analysis
4 13 (15.66%) Agile Software Development
4 13 (15.66%) Risk Management
4 13 (15.66%) Information Retrieval
4 13 (15.66%) Statistical Modelling
5 12 (14.46%) Automated Testing
5 12 (14.46%) Numerical Analysis
6 11 (13.25%) Statistical Analysis
6 11 (13.25%) Business Development
7 8 (9.64%) Software Engineering
7 8 (9.64%) Functional Programming
7 8 (9.64%) Machine Learning
7 8 (9.64%) Unit Testing
7 8 (9.64%) Continuous Integration
8 5 (6.02%) TDD
8 5 (6.02%) Refactoring
9 3 (3.61%) Web Development
9 3 (3.61%) Algorithmic Trading
Programming Languages
1 81 (97.59%) Python
2 44 (53.01%) C++
2 44 (53.01%) Java
3 24 (28.92%) C
4 20 (24.10%) MATLAB
4 20 (24.10%) R
5 17 (20.48%) SQL
6 12 (14.46%) Erlang
7 6 (7.23%) JavaScript
8 2 (2.41%) C#
9 1 (1.20%) Clojure
Qualifications
1 31 (37.35%) PhD
2 8 (9.64%) Degree
Vendors
1 5 (6.02%) Oracle
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 6 days ago