NumPy Jobs in England

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
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 Histogram in England

This chart provides a salary histogram for IT jobs citing NumPy across the England region over the 3 months to 3 March 2015.

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 3 March 2015. 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	+5	30	£70,000	+12.00%	7
South East	-	2	£51,250	-	1
NumPy UK

NumPy
Top 30 Related IT Skills in England

For the 6 months to 3 March 2015, 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 62 (96.88%) Python 2 55 (85.94%) SciPy 3 48 (75.00%) Pandas 4 41 (64.06%) Finance 5 35 (54.69%) Hedge funds 6 32 (50.00%) Agile Software Development 7 27 (42.19%) Analytics 8 25 (39.06%) C++ 8 25 (39.06%) Linux 9 24 (37.50%) JavaScript 10 23 (35.94%) Computer Science 11 21 (32.81%) Visualisation 12 20 (31.25%) SQL 12 20 (31.25%) Matplotlib 13 19 (29.69%) D3.js

14 18 (28.13%) R 14 18 (28.13%) PhD 14 18 (28.13%) Web Development 15 17 (26.56%) Software Engineering 15 17 (26.56%) Java 15 17 (26.56%) Windows 16 16 (25.00%) TDD 16 16 (25.00%) Git (software) 17 15 (23.44%) Front Office 18 14 (21.88%) OO 18 14 (21.88%) BDD 19 12 (18.75%) Unit Testing 19 12 (18.75%) Continuous Integration 19 12 (18.75%) Refactoring 19 12 (18.75%) Highcharts JS

NumPy
Top Related IT Skills in England by Category

For the 6 months to 3 March 2015, 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.

Applications 1 3 (4.69%) Mathematica	Cloud Services 1 2 (3.13%) Amazon AWS 1 2 (3.13%) Heroku 2 1 (1.56%) PaaS
Database & Business Intelligence 1 6 (9.38%) MongoDB 1 6 (9.38%) NoSQL 1 6 (9.38%) Spotfire 1 6 (9.38%) QlikView 2 4 (6.25%) Data Mining 3 3 (4.69%) Big Data 4 2 (3.13%) SQL Server Analysis Services 5 1 (1.56%) SQLite 5 1 (1.56%) Relational Database 5 1 (1.56%) PostgreSQL 5 1 (1.56%) Sybase IQ 5 1 (1.56%) OLAP 5 1 (1.56%) Data Warehouse	Development Applications 1 16 (25.00%) Git (software) 2 7 (10.94%) Mercurial 3 4 (6.25%) Maven 4 2 (3.13%) Trac 4 2 (3.13%) LabVIEW 4 2 (3.13%) Bugzilla 4 2 (3.13%) Subversion
General 1 41 (64.06%) Finance 2 15 (23.44%) Front Office 3 10 (15.63%) Back Office 4 8 (12.50%) Marketing 5 4 (6.25%) Advertising 6 2 (3.13%) Banking 6 2 (3.13%) Retail 6 2 (3.13%) Investment Banking 6 2 (3.13%) Law 7 1 (1.56%) Manufacturing	Job Titles 1 50 (78.13%) Developer 2 36 (56.25%) Python Developer 3 12 (18.75%) Quantitative Developer 4 8 (12.50%) Analyst 5 7 (10.94%) Junior 5 7 (10.94%) Junior Developer 5 7 (10.94%) Junior Python Developer 6 6 (9.38%) Senior Analyst 7 5 (7.81%) Senior Business Intelligence Analyst 7 5 (7.81%) Business Intelligence Analyst 8 4 (6.25%) Junior Quantitative Developer 9 3 (4.69%) Business Analyst 9 3 (4.69%) Senior Business Analyst 10 2 (3.13%) Programmer 10 2 (3.13%) Software Developer 10 2 (3.13%) Software Engineer 10 2 (3.13%) Data Analyst 10 2 (3.13%) Research Engineer 10 2 (3.13%) Python/Django Developer 11 1 (1.56%) Data Scientist
Libraries, Frameworks & Software Standards 1 55 (85.94%) SciPy 2 48 (75.00%) Pandas 3 20 (31.25%) Matplotlib 4 19 (29.69%) D3.js 5 12 (18.75%) Highcharts JS 6 10 (15.63%) HTML 6 10 (15.63%) Pyramid 7 6 (9.38%) CSS 8 4 (6.25%) Ruby on Rails 8 4 (6.25%) Boost C++ Libraries 8 4 (6.25%) REST 9 3 (4.69%) Django 9 3 (4.69%) AngularJS 10 2 (3.13%) OpenMP 10 2 (3.13%) STL 10 2 (3.13%) CSS3 10 2 (3.13%) OpenCV 10 2 (3.13%) HTML5 11 1 (1.56%) Memcached 11 1 (1.56%) Twisted	Miscellaneous 1 35 (54.69%) Hedge funds 2 23 (35.94%) Computer Science 3 21 (32.81%) Visualisation 4 11 (17.19%) Statistics 4 11 (17.19%) Algorithms 5 7 (10.94%) Mathematics 5 7 (10.94%) Equities 6 6 (9.38%) Open Source 6 6 (9.38%) Analytical Skills 7 4 (6.25%) Physics 8 2 (3.13%) Grid Computing 8 2 (3.13%) GPGPU 8 2 (3.13%) Derivative 8 2 (3.13%) Market Risk 9 1 (1.56%) Biotechnology 9 1 (1.56%) Foreign Exchange (FX) 9 1 (1.56%) Management Information System 9 1 (1.56%) BBC 9 1 (1.56%) Fixed Income 9 1 (1.56%) Mobile App
Operating Systems 1 25 (39.06%) Linux 2 17 (26.56%) Windows 3 2 (3.13%) Ubuntu 4 1 (1.56%) Android 4 1 (1.56%) Apple iOS 4 1 (1.56%) Solaris 4 1 (1.56%) Mac OS X 4 1 (1.56%) Debian	Processes & Methodologies 1 32 (50.00%) Agile Software Development 2 27 (42.19%) Analytics 3 18 (28.13%) Web Development 4 17 (26.56%) Software Engineering 5 16 (25.00%) TDD 6 14 (21.88%) OO 6 14 (21.88%) BDD 7 12 (18.75%) Unit Testing 7 12 (18.75%) Continuous Integration 7 12 (18.75%) Refactoring 8 8 (12.50%) Data Analysis 9 7 (10.94%) Extreme Programming 9 7 (10.94%) Portfolio Management 9 7 (10.94%) Systematic Trading 10 6 (9.38%) Digital Marketing 10 6 (9.38%) Business Intelligence 10 6 (9.38%) Pair Programming 11 5 (7.81%) Machine Learning 12 4 (6.25%) Kalman Filter 12 4 (6.25%) Algorithmic Trading
Programming Languages 1 62 (96.88%) Python 2 25 (39.06%) C++ 3 24 (37.50%) JavaScript 4 20 (31.25%) SQL 5 18 (28.13%) R 6 17 (26.56%) Java 7 10 (15.63%) MATLAB 8 8 (12.50%) C 9 7 (10.94%) C# 9 7 (10.94%) VBA 10 4 (6.25%) Ruby 11 2 (3.13%) Bash Shell 11 2 (3.13%) Perl 12 1 (1.56%) Cython 12 1 (1.56%) IronPython 12 1 (1.56%) Scala	Qualifications 1 18 (28.13%) PhD 2 11 (17.19%) Degree 3 4 (6.25%) VCP4 4 2 (3.13%) Postgraduate
Quality Assurance & Compliance 1 2 (3.13%) SLA	System Software 1 1 (1.56%) Varnish 1 1 (1.56%) Docker
Systems Management 1 1 (1.56%) HAProxy	Vendors 1 8 (12.50%) Oracle 2 6 (9.38%) Tableau 3 2 (3.13%) Intel 4 1 (1.56%) Omniture 4 1 (1.56%) Sybase 4 1 (1.56%) IBM 4 1 (1.56%) Adobe