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 30 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jan 2015
Same period 2014 Same period 2013
NumPy
Rank 589 587 -
Rank change year-on-year
-2 -
Permanent jobs citing NumPy 24 26 0
As % of all permanent IT jobs located in London 0.058% 0.062% -
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.15% -
Number of salaries quoted 22 25 0
Average salary £65,000 £52,500 -
Average salary % change year-on-year
+23.80% -
UK excluding London average salary £51,250 £30,500 £35,000
% change year-on-year
+68.03% -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
14737 17255 18711
As % of all permanent IT jobs located in London 35.52% 40.84% 41.69%
Number of salaries quoted 12618 14369 16506
Average salary £54,000 £50,000 £50,000
Average salary % change year-on-year
+8.00% -
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 £38,000 £37,500
% change year-on-year
+5.26% +1.33%

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 30 January 2015.

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 30 January 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
City of London +5 11 £65,000 +113.11% 3
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 30 January 2015, 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 47 (100.00%) Python
1 47 (100.00%) SciPy
2 34 (72.34%) Pandas
3 32 (68.09%) Hedge funds
3 32 (68.09%) Finance
4 25 (53.19%) Agile Software Development
5 23 (48.94%) Linux
6 17 (36.17%) JavaScript
6 17 (36.17%) Computer Science
6 17 (36.17%) Visualisation
7 16 (34.04%) C++
8 15 (31.91%) Algorithms
9 14 (29.79%) Java
10 13 (27.66%) Front Office
11 12 (25.53%) Web Development
11 12 (25.53%) Windows
11 12 (25.53%) PhD
11 12 (25.53%) Analytics
12 11 (23.40%) Git (software)
12 11 (23.40%) Open Source
12 11 (23.40%) Pyramid
12 11 (23.40%) Systematic Trading
12 11 (23.40%) OO
12 11 (23.40%) C
12 11 (23.40%) Software Engineering
12 11 (23.40%) Statistics
13 10 (21.28%) TDD
13 10 (21.28%) Matplotlib
14 9 (19.15%) D3.js
14 9 (19.15%) BDD

NumPy
Top Related IT Skills in London by Category

For the 6 months to 30 January 2015, 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 (4.26%) Mathematica
Cloud Services
1 1 (2.13%) Heroku
1 1 (2.13%) PaaS
1 1 (2.13%) Amazon AWS
Database & Business Intelligence
1 2 (4.26%) MongoDB
2 1 (2.13%) KDB
2 1 (2.13%) Data Mining
2 1 (2.13%) PostgreSQL
2 1 (2.13%) Relational Database
2 1 (2.13%) NoSQL
Development Applications
1 11 (23.40%) Git (software)
2 8 (17.02%) Maven
3 3 (6.38%) Mercurial
4 2 (4.26%) Trac
4 2 (4.26%) LabVIEW
4 2 (4.26%) Bugzilla
4 2 (4.26%) Subversion
General
1 32 (68.09%) Finance
2 13 (27.66%) Front Office
3 8 (17.02%) Back Office
4 2 (4.26%) Law
5 1 (2.13%) Marketing
Job Titles
1 42 (89.36%) Developer
2 30 (63.83%) Python Developer
3 13 (27.66%) Quantitative Developer
4 8 (17.02%) Junior Developer
4 8 (17.02%) Junior
5 7 (14.89%) Junior Python Developer
6 5 (10.64%) Junior Quantitative Developer
7 2 (4.26%) Research Engineer
7 2 (4.26%) Software Engineer
7 2 (4.26%) Senior Developer
7 2 (4.26%) Programmer
7 2 (4.26%) Senior Python Developer
8 1 (2.13%) Quantitative Analyst
8 1 (2.13%) Graduate
8 1 (2.13%) Analyst
8 1 (2.13%) Software Developer
8 1 (2.13%) Data Scientist
Libraries, Frameworks & Software Standards
1 47 (100.00%) SciPy
2 34 (72.34%) Pandas
3 11 (23.40%) Pyramid
4 10 (21.28%) Matplotlib
5 9 (19.15%) D3.js
6 8 (17.02%) HTML
6 8 (17.02%) Highcharts JS
7 4 (8.51%) CSS
8 3 (6.38%) Boost C++ Libraries
9 2 (4.26%) OpenCV
9 2 (4.26%) AngularJS
9 2 (4.26%) OpenMP
10 1 (2.13%) Django
10 1 (2.13%) STL
Miscellaneous
1 32 (68.09%) Hedge funds
2 17 (36.17%) Computer Science
2 17 (36.17%) Visualisation
3 15 (31.91%) Algorithms
4 11 (23.40%) Open Source
4 11 (23.40%) Statistics
5 7 (14.89%) Equities
6 5 (10.64%) Physics
7 3 (6.38%) Mathematics
7 3 (6.38%) Analytical Skills
8 2 (4.26%) GPGPU
8 2 (4.26%) Grid Computing
9 1 (2.13%) Derivative
9 1 (2.13%) BBC
9 1 (2.13%) Management Information System
Operating Systems
1 23 (48.94%) Linux
2 12 (25.53%) Windows
3 1 (2.13%) Ubuntu
3 1 (2.13%) Debian
Processes & Methodologies
1 25 (53.19%) Agile Software Development
2 12 (25.53%) Web Development
2 12 (25.53%) Analytics
3 11 (23.40%) Systematic Trading
3 11 (23.40%) OO
3 11 (23.40%) Software Engineering
4 10 (21.28%) TDD
5 9 (19.15%) BDD
5 9 (19.15%) Refactoring
5 9 (19.15%) Unit Testing
5 9 (19.15%) Continuous Integration
6 7 (14.89%) Portfolio Management
6 7 (14.89%) Extreme Programming
7 6 (12.77%) Pair Programming
8 5 (10.64%) Machine Learning
9 4 (8.51%) Kalman Filter
9 4 (8.51%) Data Analysis
9 4 (8.51%) Algorithmic Trading
10 3 (6.38%) Time Series Analysis
11 2 (4.26%) Linear Algebra
Programming Languages
1 47 (100.00%) Python
2 17 (36.17%) JavaScript
3 16 (34.04%) C++
4 14 (29.79%) Java
5 11 (23.40%) C
6 8 (17.02%) SQL
7 7 (14.89%) R
8 5 (10.64%) C#
9 3 (6.38%) MATLAB
10 2 (4.26%) Bash Shell
10 2 (4.26%) Perl
11 1 (2.13%) IronPython
Qualifications
1 12 (25.53%) PhD
2 7 (14.89%) Degree
3 2 (4.26%) Postgraduate
Quality Assurance & Compliance
1 2 (4.26%) SLA
Vendors
1 3 (6.38%) Oracle
2 2 (4.26%) Intel
City of London
Harrington Starr
Salary: £75000 - £90000 per annum + Benefits + Bonus
Posted: Yesterday
London
Harrington Starr
Salary: £75000 - £90000 per annum + Benefits + Bonus
Posted: Yesterday
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: Yesterday
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: Yesterday
City of London
Harrington Starr
Salary: £6500 - £70000 per annum + bonus and benefits
Posted: 3 days ago
London
Harrington Starr
Salary: £75000 - £90000 per annum + Benefits + Bonus
Posted: 4 days ago