The table below looks at the statistics for NumPy skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 27 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Mar 2015
Same period 2014 Same period 2013
NumPy
Rank 852 857 884
Rank change year-on-year
+5 +27
Permanent jobs citing NumPy 40 39 3
As % of all permanent IT jobs located in the UK 0.037% 0.035% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.099% 0.086% 0.007%
Number of salaries quoted 31 37 1
Average salary £70,000 £55,000 £50,000
Average salary % change year-on-year
+27.27% +10.00%
UK excluding London average salary - £35,000 -

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised across the UK.

Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
40373 45366 43957
As % of all permanent IT jobs located in the UK 37.52% 40.52% 40.39%
Number of salaries quoted 34372 37889 38371
Average salary £44,000 £42,500 £40,000
Average salary % change year-on-year
+3.52% +6.25%
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 £40,000 £37,500
% change year-on-year
- +6.66%

NumPy
Jobs Demand Trend

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

NumPy Jobs Demand Trend in the UK

NumPy
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy within the UK.

NumPy Salary Trend in the UK

NumPy
Salary Histogram

This chart provides a salary histogram for IT jobs citing NumPy over the 3 months to 27 March 2015 within the UK.

NumPy Salary Histogram in the UK

NumPy
Top 3 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the UK over the 3 months to 27 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 +42 40 £70,000 +27.27% 10
England +12 40 £70,000 +27.27% 10
City of London +6 8 £60,000 +64.38% 3

NumPy
Top 30 Related IT Skills

For the 6 months to 27 March 2015, IT jobs within the UK 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 64 (88.89%) Python
2 55 (76.39%) SciPy
3 54 (75.00%) Pandas
4 49 (68.06%) Finance
5 41 (56.94%) Analytics
6 38 (52.78%) Agile Software Development
7 36 (50.00%) Hedge funds
8 31 (43.06%) SQL
9 30 (41.67%) Computer Science
10 28 (38.89%) C++
11 27 (37.50%) JavaScript
12 26 (36.11%) PhD
12 26 (36.11%) Matplotlib
13 25 (34.72%) R
13 25 (34.72%) D3.js
14 24 (33.33%) Linux
15 23 (31.94%) Java
16 22 (30.56%) Web Development
17 21 (29.17%) Software Engineering
17 21 (29.17%) Windows
17 21 (29.17%) TDD
18 19 (26.39%) BDD
18 19 (26.39%) Visualisation
19 16 (22.22%) Unit Testing
19 16 (22.22%) Continuous Integration
19 16 (22.22%) Git (software)
19 16 (22.22%) Refactoring
19 16 (22.22%) Highcharts JS
20 15 (20.83%) Front Office
20 15 (20.83%) OO

NumPy
Top Related IT Skills by Category

For the 6 months to 27 March 2015, IT jobs within the UK 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 6 (8.33%) Mathematica
Cloud Services
1 3 (4.17%) Amazon AWS
1 3 (4.17%) Heroku
2 1 (1.39%) PaaS
Database & Business Intelligence
1 10 (13.89%) MongoDB
1 10 (13.89%) NoSQL
2 8 (11.11%) Spotfire
2 8 (11.11%) QlikView
3 6 (8.33%) Data Mining
4 5 (6.94%) Big Data
5 4 (5.56%) SQL Server Analysis Services
5 4 (5.56%) OLAP
6 2 (2.78%) Apache Cassandra
7 1 (1.39%) SQLite
7 1 (1.39%) Data Warehouse
7 1 (1.39%) PostgreSQL
7 1 (1.39%) Sybase IQ
Development Applications
1 16 (22.22%) Git (software)
2 11 (15.28%) Mercurial
3 2 (2.78%) Trac
3 2 (2.78%) LabVIEW
3 2 (2.78%) Bugzilla
3 2 (2.78%) Subversion
General
1 49 (68.06%) Finance
2 15 (20.83%) Front Office
3 14 (19.44%) Back Office
3 14 (19.44%) Marketing
4 4 (5.56%) Manufacturing
4 4 (5.56%) Advertising
4 4 (5.56%) Retail
5 3 (4.17%) Investment Banking
5 3 (4.17%) Banking
6 2 (2.78%) Law
Job Titles
1 51 (70.83%) Developer
2 35 (48.61%) Python Developer
3 13 (18.06%) Analyst
4 10 (13.89%) Quantitative Developer
5 8 (11.11%) Business Intelligence Analyst
5 8 (11.11%) Senior Analyst
6 7 (9.72%) Senior Business Intelligence Analyst
7 6 (8.33%) AWS Developer
8 5 (6.94%) Data Analyst
9 4 (5.56%) Java Developer
9 4 (5.56%) Business Analyst
9 4 (5.56%) Junior
9 4 (5.56%) Junior Developer
9 4 (5.56%) Junior Python Developer
10 3 (4.17%) Senior Business Analyst
11 2 (2.78%) Software Developer
11 2 (2.78%) Programmer
11 2 (2.78%) Technical Leader
11 2 (2.78%) Software Engineer
11 2 (2.78%) Chief Technology Officer
Libraries, Frameworks & Software Standards
1 55 (76.39%) SciPy
2 54 (75.00%) Pandas
3 26 (36.11%) Matplotlib
4 25 (34.72%) D3.js
5 16 (22.22%) Highcharts JS
6 10 (13.89%) Pyramid
7 6 (8.33%) HTML
8 4 (5.56%) .NET
8 4 (5.56%) CSS
8 4 (5.56%) Ruby on Rails
8 4 (5.56%) REST
9 3 (4.17%) Boost C++ Libraries
9 3 (4.17%) AngularJS
10 2 (2.78%) Akka
10 2 (2.78%) OpenMP
10 2 (2.78%) scikit-learn
10 2 (2.78%) Django
10 2 (2.78%) CSS3
10 2 (2.78%) OpenCV
10 2 (2.78%) HTML5
Miscellaneous
1 36 (50.00%) Hedge funds
2 30 (41.67%) Computer Science
3 19 (26.39%) Visualisation
4 10 (13.89%) Equities
5 9 (12.50%) Analytical Skills
6 7 (9.72%) Algorithms
7 6 (8.33%) Statistics
7 6 (8.33%) Mathematics
8 5 (6.94%) Market Risk
9 4 (5.56%) Derivative
9 4 (5.56%) Mobile App
9 4 (5.56%) Physics
9 4 (5.56%) Foreign Exchange (FX)
9 4 (5.56%) Fixed Income
10 2 (2.78%) Grid Computing
10 2 (2.78%) GPGPU
10 2 (2.78%) Open Source
11 1 (1.39%) Management Information System
11 1 (1.39%) Biotechnology
Operating Systems
1 24 (33.33%) Linux
2 21 (29.17%) Windows
3 4 (5.56%) Android
3 4 (5.56%) Apple iOS
4 2 (2.78%) Ubuntu
5 1 (1.39%) Solaris
5 1 (1.39%) Mac OS X
5 1 (1.39%) Debian
Processes & Methodologies
1 41 (56.94%) Analytics
2 38 (52.78%) Agile Software Development
3 22 (30.56%) Web Development
4 21 (29.17%) Software Engineering
4 21 (29.17%) TDD
5 19 (26.39%) BDD
6 16 (22.22%) Unit Testing
6 16 (22.22%) Continuous Integration
6 16 (22.22%) Refactoring
7 15 (20.83%) OO
8 9 (12.50%) Business Intelligence
8 9 (12.50%) Digital Marketing
9 8 (11.11%) Data Analysis
10 7 (9.72%) Extreme Programming
10 7 (9.72%) Portfolio Management
11 6 (8.33%) Pair Programming
12 5 (6.94%) Machine Learning
13 4 (5.56%) Big Data Analytics
13 4 (5.56%) Data Analytics
13 4 (5.56%) Algorithmic Trading
Programming Languages
1 64 (88.89%) Python
2 31 (43.06%) SQL
3 28 (38.89%) C++
4 27 (37.50%) JavaScript
5 25 (34.72%) R
6 23 (31.94%) Java
7 14 (19.44%) MATLAB
8 10 (13.89%) C#
9 9 (12.50%) VBA
10 6 (8.33%) Scala
11 4 (5.56%) Ruby
11 4 (5.56%) C
12 2 (2.78%) Perl
12 2 (2.78%) Bash Shell
13 1 (1.39%) Cython
Qualifications
1 26 (36.11%) PhD
2 11 (15.28%) Degree
3 2 (2.78%) Postgraduate
Quality Assurance & Compliance
1 2 (2.78%) SLA
System Software
1 1 (1.39%) Varnish
1 1 (1.39%) Docker
Systems Management
1 1 (1.39%) HAProxy
Vendors
1 13 (18.06%) Oracle
2 9 (12.50%) Tableau
3 4 (5.56%) Omniture
3 4 (5.56%) Adobe
4 2 (2.78%) Intel
5 1 (1.39%) Sybase
5 1 (1.39%) IBM
London
Harnham
Salary: £55000 - £65000 per annum + Benefits
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, London
Verticality Ltd
Salary: £40000 - £55000 per annum, Benefits Plus benefits
Posted: Yesterday
City, London
Salt
Salary: £38000 - £40000 per annum
Posted: 4 days ago
City, London
Intelletect
Salary: From £45,000 to £70,000 per annum
Posted: 5 days ago
North London
Quant Capital
Salary: Up to £70,000 per annum
Posted: 5 days ago