The first table below looks at the demand for NumPy skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 29 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.

Location
3 months to
29 Jul 2014
Same period 2013 Same period 2012
NumPy
Rank 869 849 893
Rank change year-on-year
-20 +44
Permanent jobs citing NumPy 38 20 11
As % of all permanent IT jobs located in the UK 0.033% 0.018% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.084% 0.047% 0.023%
Number of salaries quoted 36 13 8
Average salary £67,500 £100,000 £65,000
Average salary % change year-on-year
-32.50% +53.84%
90% offered a salary of more than £50,000 £61,000 £40,000
10% offered a salary of more than £97,500 £100,000 £85,000
UK excluding London average salary £42,500 - -
Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
45345 42986 48272
As % of all permanent IT jobs located in the UK 38.79% 39.54% 40.95%
Number of salaries quoted 38527 37281 42694
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £28,000 £28,500
10% offered a salary of more than £65,000 £62,500 £60,000
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -

NumPy
Jobs Demand Trend

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

NumPy Jobs Demand Trend in the UK

NumPy
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy within the UK.

NumPy Salary Trend in the UK

NumPy
Salary Histogram

This chart provides a salary histogram for IT jobs citing NumPy over the 3 months to 29 July 2014 within the UK.

NumPy Salary Histogram in the UK

NumPy
Top 8 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the UK over the 3 months to 29 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
England -26 38 £67,500 -32.50% 2
London -13 33 £70,000 -30.00% 2
City of London -3 4 £80,000 +20.75% 1
Cambridgeshire - 3 £32,500 -
East of England - 3 £32,500 -
Cambridge - 2 £32,500 -
Warwickshire - 2 £52,500 -
West Midlands - 2 £52,500 -

NumPy
Top 30 Related IT Skills

For the 6 months to 29 July 2014, IT jobs within the UK 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 89 (96.74%) Python
2 74 (80.43%) SciPy
3 46 (50.00%) C++
4 45 (48.91%) Java
5 39 (42.39%) OO
6 38 (41.30%) PhD
7 33 (35.87%) Finance
8 32 (34.78%) Statistics
9 31 (33.70%) Linux
10 28 (30.43%) MATLAB
11 26 (28.26%) Open Source
12 25 (27.17%) Hedge funds
12 25 (27.17%) R
13 24 (26.09%) Visualisation
14 22 (23.91%) Maven
15 21 (22.83%) Mathematics
15 21 (22.83%) Physics
16 20 (21.74%) C
16 20 (21.74%) Analytics
17 19 (20.65%) Data Mining
18 18 (19.57%) Tornado
19 17 (18.48%) Twisted
19 17 (18.48%) Agile Software Development
19 17 (18.48%) Banking
20 16 (17.39%) Data Analysis
20 16 (17.39%) SQL
20 16 (17.39%) Front Office
20 16 (17.39%) Django
21 15 (16.30%) Business Development
22 14 (15.22%) Erlang

NumPy
Top Related IT Skills by Category

For the 6 months to 29 July 2014, IT jobs within the UK 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 (19.57%) Tornado
2 1 (1.09%) Elasticsearch
Communications & Networking
1 6 (6.52%) Internet
Database & Business Intelligence
1 19 (20.65%) Data Mining
2 7 (7.61%) Hadoop
3 6 (6.52%) MongoDB
3 6 (6.52%) Apache Cassandra
4 5 (5.43%) Text Mining
4 5 (5.43%) Big Data
5 4 (4.35%) KDB
6 3 (3.26%) NoSQL
6 3 (3.26%) Redis
7 2 (2.17%) Relational Database
Development Applications
1 22 (23.91%) Maven
General
1 33 (35.87%) Finance
2 17 (18.48%) Banking
3 16 (17.39%) Front Office
4 3 (3.26%) Games
5 2 (2.17%) Investment Banking
6 1 (1.09%) Back Office
Job Titles
1 80 (86.96%) Developer
2 75 (81.52%) Python Developer
3 18 (19.57%) Quantitative Developer
4 15 (16.30%) Senior Developer
5 12 (13.04%) Senior Python Developer
6 10 (10.87%) Python/Django Developer
7 8 (8.70%) Data Scientist
8 4 (4.35%) Senior Quantitative Developer
9 3 (3.26%) Analyst
9 3 (3.26%) Data Analyst
10 2 (2.17%) C++ Developer
10 2 (2.17%) Junior Developer
10 2 (2.17%) Programmer
10 2 (2.17%) Junior Python Developer
10 2 (2.17%) Junior
10 2 (2.17%) Python Programmer
11 1 (1.09%) Lead Programmer
11 1 (1.09%) Lead Developer
11 1 (1.09%) Java Developer
Libraries, Frameworks & Software Standards
1 74 (80.43%) SciPy
2 17 (18.48%) Twisted
3 16 (17.39%) Django
4 8 (8.70%) Matplotlib
4 8 (8.70%) Natural Language Processing
5 6 (6.52%) RabbitMQ
5 6 (6.52%) Flask
6 4 (4.35%) AngularJS
6 4 (4.35%) Esper
7 2 (2.17%) D3.js
7 2 (2.17%) Boost C++ Libraries
7 2 (2.17%) SQLAlchemy
7 2 (2.17%) STL
8 1 (1.09%) Ruby on Rails
8 1 (1.09%) HTML
8 1 (1.09%) CSS
8 1 (1.09%) HTML5
8 1 (1.09%) Highcharts JS
8 1 (1.09%) REST
8 1 (1.09%) CSS3
Miscellaneous
1 32 (34.78%) Statistics
2 26 (28.26%) Open Source
3 25 (27.17%) Hedge funds
4 24 (26.09%) Visualisation
5 21 (22.83%) Mathematics
5 21 (22.83%) Physics
6 12 (13.04%) Computer Science
7 5 (5.43%) Artificial Intelligence
8 2 (2.17%) Neural Network
9 1 (1.09%) Management Information System
Operating Systems
1 31 (33.70%) Linux
2 11 (11.96%) Windows
3 2 (2.17%) UNIX
4 1 (1.09%) Mac OS X
Processes & Methodologies
1 39 (42.39%) OO
2 20 (21.74%) Analytics
3 17 (18.48%) Agile Software Development
4 16 (17.39%) Data Analysis
5 15 (16.30%) Business Development
6 12 (13.04%) Statistical Analysis
7 11 (11.96%) Risk Management
8 10 (10.87%) Automated Testing
8 10 (10.87%) Numerical Analysis
8 10 (10.87%) Unit Testing
8 10 (10.87%) Continuous Integration
8 10 (10.87%) Machine Learning
8 10 (10.87%) Statistical Modelling
9 8 (8.70%) Software Engineering
10 7 (7.61%) TDD
11 5 (5.43%) Scrum
11 5 (5.43%) Refactoring
12 3 (3.26%) Algorithmic Trading
12 3 (3.26%) Web Development
12 3 (3.26%) OOP
Programming Languages
1 89 (96.74%) Python
2 46 (50.00%) C++
3 45 (48.91%) Java
4 28 (30.43%) MATLAB
5 25 (27.17%) R
6 20 (21.74%) C
7 16 (17.39%) SQL
8 14 (15.22%) Erlang
9 7 (7.61%) JavaScript
10 2 (2.17%) C#
11 1 (1.09%) Ruby
11 1 (1.09%) IronPython
11 1 (1.09%) Scala
11 1 (1.09%) Clojure
Qualifications
1 38 (41.30%) PhD
2 11 (11.96%) Degree
Vendors
1 5 (5.43%) Oracle
City, London
Westbourne Partners
Salary: From £80,000 to £100,000 per annum
Posted: Yesterday
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 2 days ago