The table below looks at the statistics for NumPy skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 16 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
16 Sep 2014
Same period 2013 Same period 2012
NumPy
Rank 841 814 -
Rank change year-on-year
-27 -
Permanent jobs citing NumPy 30 37 0
As % of all permanent IT jobs located in England 0.028% 0.037% -
As % of the Libraries, Frameworks & Software Standards category 0.074% 0.093% -
Number of salaries quoted 28 24 0
Average salary £75,000 £100,000 -
Average salary % change year-on-year
-25.00% -
UK excluding London average salary £47,500 - -
NumPy
UK

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 England region.

Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
40415 39778 45505
As % of all permanent IT jobs located in England 37.92% 39.99% 40.92%
Number of salaries quoted 34276 34705 40270
Average salary £42,500 £42,128 £40,000
Average salary % change year-on-year
+0.88% +5.32%
90% offered a salary of more than £30,000 £29,000 £28,500
10% offered a salary of more than £62,500 £62,500 £62,500
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -

NumPy
Jobs Demand Trend in England

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

NumPy Jobs Demand Trend in England

NumPy
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy across the England region.

NumPy Salary Trend in England

NumPy
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing NumPy across the England region over the 3 months to 16 September 2014.

NumPy Salary Histogram in England

NumPy
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the England region over the 3 months to 16 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
London -18 26 £80,000 -20.00% 1
South East -19 4 £47,500 -
NumPy
UK

NumPy
Top 30 Related IT Skills in England

For the 6 months to 16 September 2014, IT jobs across the England 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 (98.81%) Python
2 71 (84.52%) SciPy
3 66 (78.57%) Pandas
4 45 (53.57%) C++
5 42 (50.00%) Linux
6 41 (48.81%) Java
7 40 (47.62%) OO
8 36 (42.86%) Statistics
9 34 (40.48%) Open Source
10 32 (38.10%) Finance
11 31 (36.90%) Hedge funds
12 29 (34.52%) Visualisation
12 29 (34.52%) Pyramid
13 27 (32.14%) Maven
14 25 (29.76%) C
15 22 (26.19%) PhD
16 21 (25.00%) MATLAB
17 18 (21.43%) R
18 17 (20.24%) Django
19 16 (19.05%) Front Office
19 16 (19.05%) Analytics
20 15 (17.86%) Mathematics
20 15 (17.86%) SQL
21 14 (16.67%) Agile Software Development
22 13 (15.48%) Risk Management
22 13 (15.48%) Windows
22 13 (15.48%) Statistical Modelling
23 12 (14.29%) Physics
23 12 (14.29%) Numerical Analysis
23 12 (14.29%) Automated Testing

NumPy
Top Related IT Skills in England by Category

For the 6 months to 16 September 2014, IT jobs across the England 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 8 (9.52%) Tornado
Communications & Networking
1 4 (4.76%) Internet
Database & Business Intelligence
1 11 (13.10%) Data Mining
2 4 (4.76%) Big Data
2 4 (4.76%) Apache Cassandra
2 4 (4.76%) Hadoop
3 3 (3.57%) KDB
3 3 (3.57%) MongoDB
3 3 (3.57%) Text Mining
4 2 (2.38%) Relational Database
5 1 (1.19%) Redis
5 1 (1.19%) NoSQL
Development Applications
1 27 (32.14%) Maven
2 1 (1.19%) Git (software)
General
1 32 (38.10%) Finance
2 16 (19.05%) Front Office
3 8 (9.52%) Banking
4 3 (3.57%) Games
5 1 (1.19%) Retail
5 1 (1.19%) Back Office
Job Titles
1 76 (90.48%) Developer
2 71 (84.52%) Python Developer
3 18 (21.43%) Quantitative Developer
4 17 (20.24%) Senior Developer
5 14 (16.67%) Senior Python Developer
6 11 (13.10%) Python/Django Developer
7 5 (5.95%) Data Scientist
8 4 (4.76%) Senior Quantitative Developer
9 3 (3.57%) Data Analyst
9 3 (3.57%) Analyst
10 2 (2.38%) Junior
10 2 (2.38%) C++ Developer
10 2 (2.38%) Junior Developer
10 2 (2.38%) Junior Quantitative Developer
11 1 (1.19%) Java Developer
11 1 (1.19%) Python Programmer
11 1 (1.19%) Junior Python Developer
11 1 (1.19%) Programmer
11 1 (1.19%) Graduate
Libraries, Frameworks & Software Standards
1 71 (84.52%) SciPy
2 66 (78.57%) Pandas
3 29 (34.52%) Pyramid
4 17 (20.24%) Django
5 8 (9.52%) Twisted
5 8 (9.52%) Natural Language Processing
6 5 (5.95%) Matplotlib
6 5 (5.95%) Flask
6 5 (5.95%) AngularJS
7 4 (4.76%) RabbitMQ
8 3 (3.57%) Boost C++ Libraries
8 3 (3.57%) Ruby on Rails
8 3 (3.57%) HTML
8 3 (3.57%) STL
9 2 (2.38%) CSS
9 2 (2.38%) REST
9 2 (2.38%) CSS3
9 2 (2.38%) HTML5
9 2 (2.38%) D3.js
9 2 (2.38%) Esper
Miscellaneous
1 36 (42.86%) Statistics
2 34 (40.48%) Open Source
3 31 (36.90%) Hedge funds
4 29 (34.52%) Visualisation
5 15 (17.86%) Mathematics
6 12 (14.29%) Physics
7 11 (13.10%) Analytical Skills
8 10 (11.90%) Computer Science
9 5 (5.95%) Artificial Intelligence
10 1 (1.19%) Neural Network
10 1 (1.19%) Derivative
10 1 (1.19%) Equities
10 1 (1.19%) Management Information System
Operating Systems
1 42 (50.00%) Linux
2 13 (15.48%) Windows
3 2 (2.38%) UNIX
3 2 (2.38%) Mac OS X
Processes & Methodologies
1 40 (47.62%) OO
2 16 (19.05%) Analytics
3 14 (16.67%) Agile Software Development
4 13 (15.48%) Risk Management
4 13 (15.48%) Statistical Modelling
5 12 (14.29%) Numerical Analysis
5 12 (14.29%) Automated Testing
6 9 (10.71%) Unit Testing
6 9 (10.71%) Continuous Integration
7 8 (9.52%) Business Development
7 8 (9.52%) Data Analysis
7 8 (9.52%) Software Engineering
7 8 (9.52%) TDD
7 8 (9.52%) Information Retrieval
8 7 (8.33%) Machine Learning
9 6 (7.14%) Functional Programming
10 5 (5.95%) Scrum
11 4 (4.76%) Statistical Analysis
11 4 (4.76%) Refactoring
12 3 (3.57%) Algorithmic Trading
Programming Languages
1 83 (98.81%) Python
2 45 (53.57%) C++
3 41 (48.81%) Java
4 25 (29.76%) C
5 21 (25.00%) MATLAB
6 18 (21.43%) R
7 15 (17.86%) SQL
8 6 (7.14%) Erlang
9 5 (5.95%) JavaScript
10 4 (4.76%) Ruby
11 3 (3.57%) C#
12 1 (1.19%) Clojure
12 1 (1.19%) IronPython
Qualifications
1 22 (26.19%) PhD
2 9 (10.71%) Degree
Vendors
1 4 (4.76%) Oracle
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago