The table below looks at the statistics for NumPy skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 24 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Dec 2014
Same period 2013 Same period 2012
NumPy
Rank 604 592 626
Rank change year-on-year
-12 +34
Permanent jobs citing NumPy 26 29 1
As % of all permanent IT jobs located in London 0.059% 0.065% 0.002%
As % of the Libraries, Frameworks & Software Standards category 0.17% 0.16% 0.005%
Number of salaries quoted 24 28 1
Average salary £63,750 £45,250 £95,000
Average salary % change year-on-year
+40.88% -52.36%
UK excluding London average salary £50,000 £30,500 £35,000
% change year-on-year
+63.93% -12.85%
NumPy
England

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 London region.

Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
15651 18228 19553
As % of all permanent IT jobs located in London 35.78% 40.89% 41.49%
Number of salaries quoted 13433 15322 17314
Average salary £52,500 £50,000 £50,000
Average salary % change year-on-year
+5.00% -
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £72,500 £67,500 £72,500
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -

NumPy
Jobs Demand Trend in London

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

NumPy Jobs Demand Trend in London

NumPy
Salary Trend in London

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

NumPy Salary Trend in London

NumPy
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing NumPy across the London region over the 3 months to 24 December 2014.

NumPy Salary Histogram in London

NumPy
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the London region over the 3 months to 24 December 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
City of London +16 12 £70,000 +122.22% 1
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 24 December 2014, IT jobs across the London 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 52 (100.00%) Python
1 52 (100.00%) SciPy
2 38 (73.08%) Pandas
3 33 (63.46%) Finance
3 33 (63.46%) Hedge funds
4 29 (55.77%) Linux
5 22 (42.31%) Agile Software Development
5 22 (42.31%) Visualisation
6 20 (38.46%) Open Source
6 20 (38.46%) Algorithms
7 19 (36.54%) C++
8 17 (32.69%) Java
8 17 (32.69%) Systematic Trading
9 16 (30.77%) OO
9 16 (30.77%) Pyramid
10 15 (28.85%) C
10 15 (28.85%) Front Office
10 15 (28.85%) Statistics
11 14 (26.92%) JavaScript
11 14 (26.92%) Windows
11 14 (26.92%) Maven
11 14 (26.92%) Computer Science
12 12 (23.08%) Software Engineering
13 11 (21.15%) Analytics
14 10 (19.23%) Refactoring
14 10 (19.23%) Unit Testing
14 10 (19.23%) Continuous Integration
14 10 (19.23%) Git (software)
14 10 (19.23%) Matplotlib
15 9 (17.31%) PhD

NumPy
Top Related IT Skills in London by Category

For the 6 months to 24 December 2014, IT jobs across the London 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 2 (3.85%) Mathematica
Cloud Services
1 1 (1.92%) Amazon AWS
1 1 (1.92%) PaaS
1 1 (1.92%) Heroku
Database & Business Intelligence
1 3 (5.77%) KDB
1 3 (5.77%) MongoDB
2 1 (1.92%) Relational Database
2 1 (1.92%) Data Mining
2 1 (1.92%) PostgreSQL
Development Applications
1 14 (26.92%) Maven
2 10 (19.23%) Git (software)
3 2 (3.85%) Mercurial
3 2 (3.85%) Trac
3 2 (3.85%) LabVIEW
3 2 (3.85%) Bugzilla
3 2 (3.85%) Subversion
General
1 33 (63.46%) Finance
2 15 (28.85%) Front Office
3 8 (15.38%) Back Office
4 2 (3.85%) Law
5 1 (1.92%) Marketing
Job Titles
1 46 (88.46%) Developer
2 34 (65.38%) Python Developer
3 13 (25.00%) Quantitative Developer
4 8 (15.38%) Junior
4 8 (15.38%) Junior Developer
5 7 (13.46%) Senior Developer
5 7 (13.46%) Junior Python Developer
6 5 (9.62%) Junior Quantitative Developer
6 5 (9.62%) Senior Python Developer
7 3 (5.77%) Python/Django Developer
8 2 (3.85%) Data Scientist
8 2 (3.85%) Senior Quantitative Developer
8 2 (3.85%) Research Engineer
8 2 (3.85%) Programmer
8 2 (3.85%) Software Engineer
9 1 (1.92%) Graduate
9 1 (1.92%) Software Developer
9 1 (1.92%) Analyst
9 1 (1.92%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 52 (100.00%) SciPy
2 38 (73.08%) Pandas
3 16 (30.77%) Pyramid
4 10 (19.23%) Matplotlib
5 9 (17.31%) D3.js
6 8 (15.38%) HTML
7 7 (13.46%) Highcharts JS
8 4 (7.69%) CSS
8 4 (7.69%) Django
8 4 (7.69%) AngularJS
9 3 (5.77%) Boost C++ Libraries
10 2 (3.85%) OpenCV
10 2 (3.85%) Esper
10 2 (3.85%) OpenMP
11 1 (1.92%) STL
Miscellaneous
1 33 (63.46%) Hedge funds
2 22 (42.31%) Visualisation
3 20 (38.46%) Open Source
3 20 (38.46%) Algorithms
4 15 (28.85%) Statistics
5 14 (26.92%) Computer Science
6 5 (9.62%) Equities
7 3 (5.77%) Mathematics
7 3 (5.77%) Physics
7 3 (5.77%) Analytical Skills
8 2 (3.85%) GPGPU
8 2 (3.85%) Grid Computing
9 1 (1.92%) Neural Network
9 1 (1.92%) Derivative
9 1 (1.92%) Management Information System
9 1 (1.92%) BBC
Operating Systems
1 29 (55.77%) Linux
2 14 (26.92%) Windows
3 1 (1.92%) Debian
3 1 (1.92%) Ubuntu
Processes & Methodologies
1 22 (42.31%) Agile Software Development
2 17 (32.69%) Systematic Trading
3 16 (30.77%) OO
4 12 (23.08%) Software Engineering
5 11 (21.15%) Analytics
6 10 (19.23%) Unit Testing
6 10 (19.23%) Continuous Integration
6 10 (19.23%) Refactoring
7 9 (17.31%) Web Development
7 9 (17.31%) TDD
8 8 (15.38%) BDD
9 7 (13.46%) Portfolio Management
10 5 (9.62%) Statistical Modelling
10 5 (9.62%) Extreme Programming
11 4 (7.69%) Automated Testing
11 4 (7.69%) Risk Management
11 4 (7.69%) Pair Programming
11 4 (7.69%) Numerical Analysis
11 4 (7.69%) Machine Learning
11 4 (7.69%) Kalman Filter
Programming Languages
1 52 (100.00%) Python
2 19 (36.54%) C++
3 17 (32.69%) Java
4 15 (28.85%) C
5 14 (26.92%) JavaScript
6 8 (15.38%) SQL
6 8 (15.38%) R
7 4 (7.69%) MATLAB
8 3 (5.77%) C#
9 2 (3.85%) Perl
9 2 (3.85%) Bash Shell
10 1 (1.92%) Clojure
10 1 (1.92%) IronPython
Qualifications
1 9 (17.31%) PhD
1 9 (17.31%) Degree
2 2 (3.85%) Postgraduate
Quality Assurance & Compliance
1 2 (3.85%) SLA
Vendors
1 4 (7.69%) Oracle
2 2 (3.85%) Intel
City of London
Harrington Starr
Salary: £60000 - £90000 per annum + Bonus + benefits + training
Posted: Yesterday
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago
London
Harnham
Salary: £35000 - £55000 per annum + bonus
Posted: 5 days ago