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 3 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Mar 2015
Same period 2014 Same period 2013
NumPy
Rank 817 834 858
Rank change year-on-year
+17 +24
Permanent jobs citing NumPy 32 29 3
As % of all permanent IT jobs located in England 0.032% 0.029% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.086% 0.071% 0.007%
Number of salaries quoted 29 28 3
Average salary £70,000 £56,250 £35,000
Average salary % change year-on-year
+24.44% +60.71%
UK excluding London average salary £51,250 £32,750 £35,000
% change year-on-year
+56.48% -6.42%
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
37223 40677 42029
As % of all permanent IT jobs located in England 37.42% 40.92% 41.25%
Number of salaries quoted 32029 34087 37340
Average salary £44,000 £42,500 £41,500
Average salary % change year-on-year
+3.52% +2.40%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London average salary £40,000 £39,000 £37,500
% change year-on-year
+2.56% +4.00%

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 3 March 2015.

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 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
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Salary: £40 - 60k (DOE) + Bonus
Posted: 26 days ago