The table below looks at the statistics 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 22 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Oct 2014
Same period 2013 Same period 2012
NumPy
Rank 860 869 890
Rank change year-on-year
+9 +21
Permanent jobs citing NumPy 30 32 1
As % of all permanent IT jobs located in the UK 0.027% 0.029% 0.001%
As % of the Libraries, Frameworks & Software Standards category 0.072% 0.073% 0.002%
Number of salaries quoted 29 21 1
Average salary £60,000 £100,000 £95,000
Average salary % change year-on-year
-40.00% +5.26%
UK excluding London average salary £47,500 - -

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised across the UK.

Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
41656 43834 46049
As % of all permanent IT jobs located in the UK 36.99% 40.36% 40.25%
Number of salaries quoted 35239 37985 40357
Average salary £42,500 £41,000 £40,000
Average salary % change year-on-year
+3.65% +2.50%
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

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 22 October 2014 within the UK.

NumPy Salary Histogram in the UK

NumPy
Top 6 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 22 October 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 +14 30 £60,000 -40.00% 2
London +16 25 £70,000 -30.00% 1
Oxford - 5 £47,500 -
Oxfordshire - 5 £47,500 - 1
South East - 5 £47,500 - 1
City of London +12 4 £47,500 -56.81%

NumPy
Top 30 Related IT Skills

For the 6 months to 22 October 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 69 (100.00%) Python
2 62 (89.86%) SciPy
3 48 (69.57%) Pandas
4 35 (50.72%) Linux
5 31 (44.93%) C++
6 30 (43.48%) Algorithms
7 27 (39.13%) OO
7 27 (39.13%) Finance
8 26 (37.68%) Java
8 26 (37.68%) Open Source
8 26 (37.68%) Hedge funds
9 22 (31.88%) Visualisation
9 22 (31.88%) Statistics
10 20 (28.99%) Pyramid
11 19 (27.54%) C
12 18 (26.09%) Maven
13 17 (24.64%) MATLAB
14 16 (23.19%) Windows
14 16 (23.19%) Agile Software Development
15 15 (21.74%) SQL
15 15 (21.74%) Django
16 13 (18.84%) Statistical Modelling
17 12 (17.39%) R
17 12 (17.39%) Degree
17 12 (17.39%) Numerical Analysis
17 12 (17.39%) Automated Testing
17 12 (17.39%) Risk Management
17 12 (17.39%) Analytical Skills
18 11 (15.94%) Mathematics
18 11 (15.94%) Analytics

NumPy
Top Related IT Skills by Category

For the 6 months to 22 October 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 2 (2.90%) Tornado
Applications
1 2 (2.90%) Mathematica
Cloud Services
1 1 (1.45%) Amazon AWS
1 1 (1.45%) PaaS
1 1 (1.45%) Heroku
Communications & Networking
1 2 (2.90%) Internet
Database & Business Intelligence
1 4 (5.80%) Data Mining
1 4 (5.80%) Big Data
2 3 (4.35%) Relational Database
2 3 (4.35%) MongoDB
2 3 (4.35%) KDB
3 2 (2.90%) Text Mining
3 2 (2.90%) Hadoop
3 2 (2.90%) Apache Cassandra
Development Applications
1 18 (26.09%) Maven
2 7 (10.14%) Git (software)
3 2 (2.90%) Subversion
3 2 (2.90%) LabVIEW
3 2 (2.90%) Bugzilla
3 2 (2.90%) Mercurial
3 2 (2.90%) Trac
General
1 27 (39.13%) Finance
2 8 (11.59%) Front Office
3 2 (2.90%) Games
3 2 (2.90%) Banking
3 2 (2.90%) Back Office
3 2 (2.90%) Law
4 1 (1.45%) Retail
Job Titles
1 59 (85.51%) Developer
2 53 (76.81%) Python Developer
3 18 (26.09%) Senior Developer
4 15 (21.74%) Senior Python Developer
5 11 (15.94%) Python/Django Developer
6 10 (14.49%) Quantitative Developer
7 5 (7.25%) Junior
7 5 (7.25%) Junior Developer
8 4 (5.80%) Analyst
8 4 (5.80%) Senior Quantitative Developer
8 4 (5.80%) Junior Quantitative Developer
8 4 (5.80%) Junior Python Developer
8 4 (5.80%) Data Scientist
9 3 (4.35%) Data Analyst
10 2 (2.90%) C++ Developer
10 2 (2.90%) Software Engineer
10 2 (2.90%) Programmer
10 2 (2.90%) Research Engineer
11 1 (1.45%) Graduate
11 1 (1.45%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 62 (89.86%) SciPy
2 48 (69.57%) Pandas
3 20 (28.99%) Pyramid
4 15 (21.74%) Django
5 7 (10.14%) HTML
5 7 (10.14%) AngularJS
6 5 (7.25%) Matplotlib
6 5 (7.25%) Natural Language Processing
6 5 (7.25%) Boost C++ Libraries
7 4 (5.80%) CSS
8 3 (4.35%) Flask
8 3 (4.35%) D3.js
8 3 (4.35%) STL
8 3 (4.35%) Ruby on Rails
9 2 (2.90%) OpenMP
9 2 (2.90%) HTML5
9 2 (2.90%) RabbitMQ
9 2 (2.90%) REST
9 2 (2.90%) CSS3
9 2 (2.90%) Twisted
Miscellaneous
1 30 (43.48%) Algorithms
2 26 (37.68%) Open Source
2 26 (37.68%) Hedge funds
3 22 (31.88%) Visualisation
3 22 (31.88%) Statistics
4 12 (17.39%) Analytical Skills
5 11 (15.94%) Mathematics
6 10 (14.49%) Computer Science
7 7 (10.14%) Physics
8 3 (4.35%) Artificial Intelligence
9 2 (2.90%) Grid Computing
9 2 (2.90%) GPGPU
10 1 (1.45%) BBC
10 1 (1.45%) Management Information System
10 1 (1.45%) Neural Network
10 1 (1.45%) Derivative
10 1 (1.45%) Equities
Operating Systems
1 35 (50.72%) Linux
2 16 (23.19%) Windows
3 2 (2.90%) UNIX
3 2 (2.90%) Mac OS X
Processes & Methodologies
1 27 (39.13%) OO
2 16 (23.19%) Agile Software Development
3 13 (18.84%) Statistical Modelling
4 12 (17.39%) Numerical Analysis
4 12 (17.39%) Automated Testing
4 12 (17.39%) Risk Management
5 11 (15.94%) Analytics
6 9 (13.04%) Software Engineering
7 8 (11.59%) TDD
8 7 (10.14%) Unit Testing
8 7 (10.14%) Continuous Integration
9 5 (7.25%) Machine Learning
10 4 (5.80%) Refactoring
11 3 (4.35%) Kalman Filter
11 3 (4.35%) Parallel Computing
11 3 (4.35%) Continuous Improvement
11 3 (4.35%) Data Analysis
11 3 (4.35%) Algorithmic Trading
11 3 (4.35%) Web Development
11 3 (4.35%) Scrum
Programming Languages
1 69 (100.00%) Python
2 31 (44.93%) C++
3 26 (37.68%) Java
4 19 (27.54%) C
5 17 (24.64%) MATLAB
6 15 (21.74%) SQL
7 12 (17.39%) R
8 7 (10.14%) JavaScript
9 4 (5.80%) Ruby
10 3 (4.35%) C#
11 2 (2.90%) Perl
11 2 (2.90%) Bash Shell
12 1 (1.45%) Clojure
12 1 (1.45%) Erlang
12 1 (1.45%) IronPython
Qualifications
1 12 (17.39%) Degree
2 9 (13.04%) PhD
3 2 (2.90%) Postgraduate
Quality Assurance & Compliance
1 2 (2.90%) SLA
Vendors
1 4 (5.80%) Oracle
2 2 (2.90%) Intel
North London
Intelletect
Salary: From £45,000 to £65,000 per annum
Posted: 5 days ago
Oxfordshire
Interquest - Korus Group - Chester
Salary: £40000 - £70000 per annum + Bonus
Posted: 16 days ago