The first table below looks at the demand 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 31 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Libraries, Frameworks & Software Standards category for the London region.

Location
3 months to
31 Jul 2014
Same period 2013 Same period 2012
NumPy
Rank 604 578 621
Rank change year-on-year
-26 +43
Permanent jobs citing NumPy 33 20 11
As % of all permanent IT jobs located in London 0.069% 0.045% 0.021%
As % of the Libraries, Frameworks & Software Standards category 0.18% 0.12% 0.053%
Number of salaries quoted 32 15 8
Average salary £70,000 £100,000 £65,000
Average salary % change year-on-year
-30.00% +53.84%
90% offered a salary of more than £55,000 £57,500 £40,000
10% offered a salary of more than £107,500 £100,000 £85,000
UK excluding London average salary £42,500 - -
Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
18592 17377 20905
As % of all permanent IT jobs located in London 38.64% 39.21% 40.78%
Number of salaries quoted 15992 14885 18582
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 £34,000
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
England

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 31 July 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 31 July 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 -4 4 £80,000 +20.75% 1
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 31 July 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 82 (96.47%) Python
2 69 (81.18%) SciPy
3 45 (52.94%) Java
4 44 (51.76%) C++
5 39 (45.88%) OO
6 37 (43.53%) PhD
7 32 (37.65%) Statistics
8 31 (36.47%) Finance
9 30 (35.29%) Linux
10 28 (32.94%) Open Source
11 26 (30.59%) Hedge funds
12 25 (29.41%) Visualisation
13 24 (28.24%) MATLAB
13 24 (28.24%) R
14 23 (27.06%) Maven
15 21 (24.71%) C
16 18 (21.18%) Data Mining
16 18 (21.18%) Physics
16 18 (21.18%) Analytics
17 16 (18.82%) Tornado
17 16 (18.82%) Twisted
17 16 (18.82%) Mathematics
17 16 (18.82%) Data Analysis
17 16 (18.82%) Banking
17 16 (18.82%) Front Office
17 16 (18.82%) SQL
18 14 (16.47%) Agile Software Development
18 14 (16.47%) Business Development
18 14 (16.47%) Django
18 14 (16.47%) Erlang

NumPy
Top Related IT Skills in London by Category

For the 6 months to 31 July 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 16 (18.82%) Tornado
2 1 (1.18%) Elasticsearch
Communications & Networking
1 6 (7.06%) Internet
Database & Business Intelligence
1 18 (21.18%) Data Mining
2 7 (8.24%) Hadoop
3 6 (7.06%) MongoDB
3 6 (7.06%) Apache Cassandra
4 5 (5.88%) Text Mining
4 5 (5.88%) Big Data
5 4 (4.71%) KDB
6 3 (3.53%) Redis
6 3 (3.53%) NoSQL
7 2 (2.35%) Relational Database
Development Applications
1 23 (27.06%) Maven
General
1 31 (36.47%) Finance
2 16 (18.82%) Banking
2 16 (18.82%) Front Office
3 3 (3.53%) Games
4 2 (2.35%) Investment Banking
5 1 (1.18%) Back Office
Job Titles
1 77 (90.59%) Developer
2 72 (84.71%) Python Developer
3 18 (21.18%) Quantitative Developer
4 16 (18.82%) Senior Developer
5 13 (15.29%) Senior Python Developer
6 11 (12.94%) Python/Django Developer
7 8 (9.41%) Data Scientist
8 4 (4.71%) Senior Quantitative Developer
9 2 (2.35%) Junior
9 2 (2.35%) Junior Python Developer
9 2 (2.35%) C++ Developer
9 2 (2.35%) Junior Developer
10 1 (1.18%) Java Developer
Libraries, Frameworks & Software Standards
1 69 (81.18%) SciPy
2 16 (18.82%) Twisted
3 14 (16.47%) Django
4 7 (8.24%) Matplotlib
5 6 (7.06%) Natural Language Processing
5 6 (7.06%) RabbitMQ
6 4 (4.71%) AngularJS
6 4 (4.71%) Esper
7 3 (3.53%) Flask
8 2 (2.35%) SQLAlchemy
8 2 (2.35%) D3.js
8 2 (2.35%) STL
8 2 (2.35%) Boost C++ Libraries
9 1 (1.18%) Highcharts JS
Miscellaneous
1 32 (37.65%) Statistics
2 28 (32.94%) Open Source
3 26 (30.59%) Hedge funds
4 25 (29.41%) Visualisation
5 18 (21.18%) Physics
6 16 (18.82%) Mathematics
7 12 (14.12%) Computer Science
8 3 (3.53%) Artificial Intelligence
9 1 (1.18%) Neural Network
Operating Systems
1 30 (35.29%) Linux
2 12 (14.12%) Windows
3 2 (2.35%) UNIX
Processes & Methodologies
1 39 (45.88%) OO
2 18 (21.18%) Analytics
3 16 (18.82%) Data Analysis
4 14 (16.47%) Agile Software Development
4 14 (16.47%) Business Development
5 12 (14.12%) Statistical Analysis
5 12 (14.12%) Risk Management
6 11 (12.94%) Numerical Analysis
6 11 (12.94%) Automated Testing
6 11 (12.94%) Statistical Modelling
7 10 (11.76%) Machine Learning
8 8 (9.41%) Software Engineering
8 8 (9.41%) Unit Testing
8 8 (9.41%) Continuous Integration
9 5 (5.88%) TDD
9 5 (5.88%) Refactoring
10 3 (3.53%) Algorithmic Trading
10 3 (3.53%) Web Development
10 3 (3.53%) Scrum
11 2 (2.35%) OOP
Programming Languages
1 82 (96.47%) Python
2 45 (52.94%) Java
3 44 (51.76%) C++
4 24 (28.24%) MATLAB
4 24 (28.24%) R
5 21 (24.71%) C
6 16 (18.82%) SQL
7 14 (16.47%) Erlang
8 6 (7.06%) JavaScript
9 2 (2.35%) C#
10 1 (1.18%) Scala
10 1 (1.18%) Clojure
Qualifications
1 37 (43.53%) PhD
2 8 (9.41%) Degree
Vendors
1 5 (5.88%) Oracle
City, London
Westbourne Partners
Salary: From £80,000 to £100,000 per annum
Posted: 3 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 5 days ago