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 18 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
18 Dec 2014
Same period 2013 Same period 2012
NumPy
Rank 837 847 868
Rank change year-on-year
+10 +21
Permanent jobs citing NumPy 33 31 4
As % of all permanent IT jobs located in England 0.031% 0.030% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.085% 0.074% 0.009%
Number of salaries quoted 32 25 4
Average salary £53,750 £38,000 £35,000
Average salary % change year-on-year
+41.44% +8.57%
UK excluding London average salary £50,000 £30,500 £35,000
% change year-on-year
+63.93% -12.85%
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
38840 42157 46358
As % of all permanent IT jobs located in England 36.87% 41.17% 42.50%
Number of salaries quoted 33621 35946 41528
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £29,000 £28,000
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -

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 18 December 2014.

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 18 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
London +29 29 £61,250 +61.18% 4
South East - 4 £50,000 -
NumPy
UK

NumPy
Top 30 Related IT Skills in England

For the 6 months to 18 December 2014, 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 61 (100.00%) Python
2 53 (86.89%) SciPy
3 46 (75.41%) Pandas
4 34 (55.74%) Linux
5 33 (54.10%) Finance
6 31 (50.82%) Hedge funds
7 25 (40.98%) C++
8 23 (37.70%) OO
8 23 (37.70%) Agile Software Development
9 22 (36.07%) Statistics
9 22 (36.07%) Open Source
9 22 (36.07%) Visualisation
10 20 (32.79%) Algorithms
11 17 (27.87%) Systematic Trading
11 17 (27.87%) Java
12 16 (26.23%) Pyramid
12 16 (26.23%) Analytics
13 15 (24.59%) C
13 15 (24.59%) Windows
13 15 (24.59%) Software Engineering
14 14 (22.95%) Maven
14 14 (22.95%) JavaScript
14 14 (22.95%) Front Office
14 14 (22.95%) R
15 13 (21.31%) Computer Science
16 12 (19.67%) MATLAB
17 11 (18.03%) HTML
17 11 (18.03%) TDD
17 11 (18.03%) Git (software)
18 10 (16.39%) Unit Testing

NumPy
Top Related IT Skills in England by Category

For the 6 months to 18 December 2014, 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 2 (3.28%) Mathematica
Cloud Services
1 1 (1.64%) Amazon AWS
1 1 (1.64%) PaaS
1 1 (1.64%) Heroku
Database & Business Intelligence
1 4 (6.56%) MongoDB
2 3 (4.92%) KDB
3 2 (3.28%) Big Data
4 1 (1.64%) Relational Database
4 1 (1.64%) Data Mining
4 1 (1.64%) PostgreSQL
Development Applications
1 14 (22.95%) Maven
2 11 (18.03%) Git (software)
3 2 (3.28%) Mercurial
3 2 (3.28%) Trac
3 2 (3.28%) LabVIEW
3 2 (3.28%) Bugzilla
3 2 (3.28%) Subversion
General
1 33 (54.10%) Finance
2 14 (22.95%) Front Office
3 8 (13.11%) Back Office
4 2 (3.28%) Law
5 1 (1.64%) Retail
5 1 (1.64%) Marketing
Job Titles
1 54 (88.52%) Developer
2 42 (68.85%) Python Developer
3 12 (19.67%) Quantitative Developer
4 8 (13.11%) Junior
4 8 (13.11%) Senior Developer
4 8 (13.11%) Junior Developer
5 7 (11.48%) Junior Python Developer
6 6 (9.84%) Senior Python Developer
6 6 (9.84%) Python/Django Developer
7 5 (8.20%) Junior Quantitative Developer
8 2 (3.28%) Data Scientist
8 2 (3.28%) Senior Quantitative Developer
8 2 (3.28%) Research Engineer
8 2 (3.28%) Programmer
8 2 (3.28%) Software Engineer
9 1 (1.64%) Analyst
9 1 (1.64%) Java Developer
9 1 (1.64%) Graduate
9 1 (1.64%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 53 (86.89%) SciPy
2 46 (75.41%) Pandas
3 16 (26.23%) Pyramid
4 11 (18.03%) HTML
5 10 (16.39%) Matplotlib
6 9 (14.75%) D3.js
7 8 (13.11%) AngularJS
8 7 (11.48%) Highcharts JS
8 7 (11.48%) CSS
8 7 (11.48%) Django
9 6 (9.84%) Ruby on Rails
10 5 (8.20%) REST
11 3 (4.92%) CSS3
11 3 (4.92%) Boost C++ Libraries
11 3 (4.92%) HTML5
12 2 (3.28%) OpenMP
12 2 (3.28%) OpenCV
12 2 (3.28%) Esper
13 1 (1.64%) Twisted
13 1 (1.64%) STL
Miscellaneous
1 31 (50.82%) Hedge funds
2 22 (36.07%) Open Source
2 22 (36.07%) Statistics
2 22 (36.07%) Visualisation
3 20 (32.79%) Algorithms
4 13 (21.31%) Computer Science
5 10 (16.39%) Mathematics
6 7 (11.48%) Analytical Skills
7 5 (8.20%) Equities
8 2 (3.28%) Grid Computing
8 2 (3.28%) Physics
8 2 (3.28%) GPGPU
9 1 (1.64%) BBC
9 1 (1.64%) Neural Network
9 1 (1.64%) Derivative
Operating Systems
1 34 (55.74%) Linux
2 15 (24.59%) Windows
3 2 (3.28%) Ubuntu
3 2 (3.28%) Mac OS X
4 1 (1.64%) Debian
Processes & Methodologies
1 23 (37.70%) OO
1 23 (37.70%) Agile Software Development
2 17 (27.87%) Systematic Trading
3 16 (26.23%) Analytics
4 15 (24.59%) Software Engineering
5 11 (18.03%) TDD
6 10 (16.39%) Refactoring
6 10 (16.39%) Unit Testing
6 10 (16.39%) Continuous Integration
7 9 (14.75%) Web Development
8 8 (13.11%) BDD
9 7 (11.48%) Portfolio Management
10 6 (9.84%) Statistical Modelling
11 5 (8.20%) Automated Testing
11 5 (8.20%) Numerical Analysis
11 5 (8.20%) Risk Management
11 5 (8.20%) Extreme Programming
12 4 (6.56%) Pair Programming
12 4 (6.56%) Kalman Filter
13 3 (4.92%) Continuous Improvement
Programming Languages
1 61 (100.00%) Python
2 25 (40.98%) C++
3 17 (27.87%) Java
4 15 (24.59%) C
5 14 (22.95%) R
5 14 (22.95%) JavaScript
6 12 (19.67%) MATLAB
7 8 (13.11%) SQL
8 7 (11.48%) Ruby
9 2 (3.28%) Perl
9 2 (3.28%) C#
9 2 (3.28%) Bash Shell
10 1 (1.64%) Clojure
10 1 (1.64%) IronPython
Qualifications
1 9 (14.75%) PhD
1 9 (14.75%) Degree
2 2 (3.28%) Postgraduate
Quality Assurance & Compliance
1 2 (3.28%) SLA
System Software
1 1 (1.64%) Docker
Systems Management
1 1 (1.64%) HAProxy
Vendors
1 4 (6.56%) Oracle
2 2 (3.28%) Intel
City of London
Harrington Starr
Salary: £65000 - £70000 per annum
Posted: 3 days ago
City of London
Harrington Starr
Salary: £6500 - £70000 per annum + bonus and benefits
Posted: 3 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 4 days ago
City of London
Harrington Starr
Salary: £60000 - £85000 per annum + Bonus + benefits + training
Posted: 6 days ago
Manchester
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 13 days ago