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 23 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
23 Jul 2014
Same period 2013 Same period 2012
NumPy
Rank 612 602 634
Rank change year-on-year
-10 +32
Permanent jobs citing NumPy 35 16 11
As % of all permanent IT jobs located in London 0.073% 0.036% 0.021%
As % of the Libraries, Frameworks & Software Standards category 0.19% 0.092% 0.052%
Number of salaries quoted 34 11 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 £50,750 £57,500 £40,000
10% offered a salary of more than £102,500 £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
18670 17463 21100
As % of all permanent IT jobs located in London 38.89% 39.44% 40.81%
Number of salaries quoted 16051 14984 18794
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 £33,000
10% offered a salary of more than £72,500 £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 23 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 23 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 +39.13%
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 23 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 83 (96.51%) Python
2 69 (80.23%) SciPy
3 45 (52.33%) C++
3 45 (52.33%) Java
4 38 (44.19%) PhD
4 38 (44.19%) OO
5 31 (36.05%) Finance
5 31 (36.05%) Statistics
6 28 (32.56%) Linux
7 26 (30.23%) Open Source
8 25 (29.07%) Hedge funds
8 25 (29.07%) R
8 25 (29.07%) MATLAB
9 24 (27.91%) Visualisation
10 22 (25.58%) Maven
11 20 (23.26%) Data Mining
11 20 (23.26%) C
12 19 (22.09%) Analytics
13 18 (20.93%) Tornado
13 18 (20.93%) Physics
14 17 (19.77%) Banking
14 17 (19.77%) Twisted
15 16 (18.60%) Agile Software Development
15 16 (18.60%) Data Analysis
15 16 (18.60%) Mathematics
15 16 (18.60%) SQL
15 16 (18.60%) Front Office
16 15 (17.44%) Business Development
17 14 (16.28%) Django
17 14 (16.28%) Erlang

NumPy
Top Related IT Skills in London by Category

For the 6 months to 23 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 18 (20.93%) Tornado
2 2 (2.33%) Elasticsearch
Communications & Networking
1 6 (6.98%) Internet
Database & Business Intelligence
1 20 (23.26%) Data Mining
2 7 (8.14%) Hadoop
3 6 (6.98%) MongoDB
3 6 (6.98%) Apache Cassandra
4 5 (5.81%) Text Mining
4 5 (5.81%) Big Data
5 4 (4.65%) KDB
6 3 (3.49%) NoSQL
6 3 (3.49%) Redis
7 2 (2.33%) Relational Database
Development Applications
1 22 (25.58%) Maven
General
1 31 (36.05%) Finance
2 17 (19.77%) Banking
3 16 (18.60%) Front Office
4 3 (3.49%) Games
5 2 (2.33%) Investment Banking
6 1 (1.16%) Back Office
Job Titles
1 77 (89.53%) Developer
2 72 (83.72%) Python Developer
3 18 (20.93%) Quantitative Developer
4 15 (17.44%) Senior Developer
5 12 (13.95%) Senior Python Developer
6 10 (11.63%) Python/Django Developer
7 9 (10.47%) Data Scientist
8 4 (4.65%) Senior Quantitative Developer
9 2 (2.33%) Junior Python Developer
9 2 (2.33%) Junior
9 2 (2.33%) C++ Developer
9 2 (2.33%) Junior Developer
10 1 (1.16%) Programmer
10 1 (1.16%) Lead Developer
10 1 (1.16%) Java Developer
10 1 (1.16%) Python Programmer
10 1 (1.16%) Lead Programmer
Libraries, Frameworks & Software Standards
1 69 (80.23%) SciPy
2 17 (19.77%) Twisted
3 14 (16.28%) Django
4 7 (8.14%) Matplotlib
5 6 (6.98%) Natural Language Processing
5 6 (6.98%) RabbitMQ
6 4 (4.65%) AngularJS
6 4 (4.65%) Esper
6 4 (4.65%) Flask
7 2 (2.33%) STL
7 2 (2.33%) Boost C++ Libraries
7 2 (2.33%) SQLAlchemy
7 2 (2.33%) D3.js
8 1 (1.16%) Highcharts JS
Miscellaneous
1 31 (36.05%) Statistics
2 26 (30.23%) Open Source
3 25 (29.07%) Hedge funds
4 24 (27.91%) Visualisation
5 18 (20.93%) Physics
6 16 (18.60%) Mathematics
7 12 (13.95%) Computer Science
8 3 (3.49%) Artificial Intelligence
9 1 (1.16%) Neural Network
Operating Systems
1 28 (32.56%) Linux
2 11 (12.79%) Windows
3 2 (2.33%) UNIX
Processes & Methodologies
1 38 (44.19%) OO
2 19 (22.09%) Analytics
3 16 (18.60%) Agile Software Development
3 16 (18.60%) Data Analysis
4 15 (17.44%) Business Development
5 12 (13.95%) Statistical Analysis
6 11 (12.79%) Risk Management
6 11 (12.79%) Machine Learning
7 10 (11.63%) Statistical Modelling
7 10 (11.63%) Automated Testing
7 10 (11.63%) Numerical Analysis
8 8 (9.30%) Software Engineering
8 8 (9.30%) Unit Testing
8 8 (9.30%) Continuous Integration
9 5 (5.81%) TDD
9 5 (5.81%) Refactoring
10 3 (3.49%) Algorithmic Trading
10 3 (3.49%) Web Development
10 3 (3.49%) Scrum
11 2 (2.33%) Business Intelligence
Programming Languages
1 83 (96.51%) Python
2 45 (52.33%) C++
2 45 (52.33%) Java
3 25 (29.07%) MATLAB
3 25 (29.07%) R
4 20 (23.26%) C
5 16 (18.60%) SQL
6 14 (16.28%) Erlang
7 6 (6.98%) JavaScript
8 2 (2.33%) C#
9 1 (1.16%) Scala
9 1 (1.16%) Clojure
9 1 (1.16%) IronPython
Qualifications
1 38 (44.19%) PhD
2 8 (9.30%) Degree
Vendors
1 5 (5.81%) Oracle
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago