The table below looks at the statistics for NumPy skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 26 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
26 May 2015
Same period 2014 Same period 2013
NumPy
Rank 287 344 332
Rank change year-on-year
+57 -12
Permanent jobs citing NumPy 14 5 1
As % of all permanent IT jobs located in the City of London 0.14% 0.039% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.41% 0.10% 0.022%
Number of salaries quoted 7 5 0
Average salary £57,500 £36,500 -
Average salary % change year-on-year
+57.53% -
UK excluding London average salary £29,000 £37,500 -
% change year-on-year
-22.66% -
NumPy
London

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 City of London region.

Libraries, Frameworks & Software Standards Category
City of London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
3412 4794 4535
As % of all permanent IT jobs located in the City of London 34.01% 37.69% 39.08%
Number of salaries quoted 2965 4143 3991
Average salary £55,000 £52,500 £52,500
Average salary % change year-on-year
+4.76% -
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

NumPy
Jobs Demand Trend in the City of London

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

NumPy Jobs Demand Trend in the City of London

NumPy
Salary Trend in the City of London

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

NumPy Salary Trend in the City of London

NumPy
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing NumPy across the City of London region over the 3 months to 26 May 2015.

NumPy Salary Histogram in the City of London

NumPy
Top 30 Related IT Skills in the City of London

For the 6 months to 26 May 2015, IT jobs across the City of 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 13 (61.90%) Python
1 13 (61.90%) R
1 13 (61.90%) Analytics
2 12 (57.14%) Finance
3 11 (52.38%) Java
3 11 (52.38%) SciPy
4 10 (47.62%) C++
5 9 (42.86%) Equities
5 9 (42.86%) Scala
6 8 (38.10%) Market Risk
6 8 (38.10%) Derivative
6 8 (38.10%) Fixed Income
6 8 (38.10%) Mathematica
6 8 (38.10%) Foreign Exchange (FX)
6 8 (38.10%) MATLAB
6 8 (38.10%) Functional Programming
6 8 (38.10%) Pandas
7 7 (33.33%) .NET
8 6 (28.57%) Degree
8 6 (28.57%) Matplotlib
9 5 (23.81%) D3.js
9 5 (23.81%) Computer Science
9 5 (23.81%) SQL
10 4 (19.05%) Visualisation
10 4 (19.05%) Hedge funds
10 4 (19.05%) Data Analysis
10 4 (19.05%) Marketing
10 4 (19.05%) Algorithms
11 3 (14.29%) Tableau
11 3 (14.29%) htmlwidgets

NumPy
Top Related IT Skills in the City of London by Category

For the 6 months to 26 May 2015, IT jobs across the City of 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.

Application Platforms
1 1 (4.76%) Apache Solr
1 1 (4.76%) Elasticsearch
Applications
1 8 (38.10%) Mathematica
Database & Business Intelligence
1 3 (14.29%) Spotfire
1 3 (14.29%) QlikView
2 2 (9.52%) MongoDB
3 1 (4.76%) Apache Cassandra
3 1 (4.76%) NoSQL
3 1 (4.76%) MySQL
3 1 (4.76%) PostgreSQL
Development Applications
1 1 (4.76%) Git (software)
1 1 (4.76%) Mercurial
General
1 12 (57.14%) Finance
2 4 (19.05%) Marketing
3 3 (14.29%) Advertising
4 2 (9.52%) Front Office
5 1 (4.76%) Back Office
5 1 (4.76%) Banking
5 1 (4.76%) Investment Banking
Job Titles
1 15 (71.43%) Developer
2 8 (38.10%) Java Developer
3 6 (28.57%) Python Developer
4 3 (14.29%) Business Intelligence Analyst
4 3 (14.29%) Analyst
4 3 (14.29%) Senior Business Analyst
4 3 (14.29%) Senior Analyst
4 3 (14.29%) Senior Business Intelligence Analyst
4 3 (14.29%) Business Analyst
5 2 (9.52%) Senior Developer
5 2 (9.52%) Senior Python Developer
6 1 (4.76%) Java/J2EE Developer
6 1 (4.76%) Technical Leader
6 1 (4.76%) AWS Developer
Libraries, Frameworks & Software Standards
1 11 (52.38%) SciPy
2 8 (38.10%) Pandas
3 7 (33.33%) .NET
4 6 (28.57%) Matplotlib
5 5 (23.81%) D3.js
6 3 (14.29%) htmlwidgets
7 2 (9.52%) Highcharts JS
8 1 (4.76%) Akka
8 1 (4.76%) Flask
8 1 (4.76%) Pyramid
8 1 (4.76%) J2EE
8 1 (4.76%) Java EE
Miscellaneous
1 9 (42.86%) Equities
2 8 (38.10%) Derivative
2 8 (38.10%) Market Risk
2 8 (38.10%) Foreign Exchange (FX)
2 8 (38.10%) Fixed Income
3 5 (23.81%) Computer Science
4 4 (19.05%) Algorithms
4 4 (19.05%) Visualisation
4 4 (19.05%) Hedge funds
5 1 (4.76%) Analytical Skills
5 1 (4.76%) Statistics
5 1 (4.76%) Physics
Operating Systems
1 3 (14.29%) Linux
2 2 (9.52%) Windows
3 1 (4.76%) Debian
3 1 (4.76%) Ubuntu
Processes & Methodologies
1 13 (61.90%) Analytics
2 8 (38.10%) Functional Programming
3 4 (19.05%) Data Analysis
4 3 (14.29%) Business Intelligence
4 3 (14.29%) Agile Software Development
4 3 (14.29%) Digital Marketing
4 3 (14.29%) Continuous Integration
5 2 (9.52%) BDD
5 2 (9.52%) Unit Testing
5 2 (9.52%) TDD
5 2 (9.52%) Software Engineering
5 2 (9.52%) Statistical Analysis
5 2 (9.52%) Web Development
5 2 (9.52%) OO
6 1 (4.76%) Refactoring
6 1 (4.76%) Predictive Analytics
6 1 (4.76%) Pair Programming
6 1 (4.76%) Extreme Programming
6 1 (4.76%) Signal Processing
6 1 (4.76%) Portfolio Management
Programming Languages
1 13 (61.90%) Python
1 13 (61.90%) R
2 11 (52.38%) Java
3 10 (47.62%) C++
4 9 (42.86%) Scala
5 8 (38.10%) MATLAB
6 5 (23.81%) SQL
7 3 (14.29%) VBA
8 2 (9.52%) JavaScript
9 1 (4.76%) C#
9 1 (4.76%) Ruby
Qualifications
1 6 (28.57%) Degree
2 3 (14.29%) PhD
Vendors
1 3 (14.29%) Tableau
2 2 (9.52%) Oracle
City, London
TEKsystems
Salary: £60000 - £120000 per annum + e
Posted: Yesterday
City of London
Harrington Starr
Salary: £70000 - £105000 per annum + Bonus + benefits + training
Posted: 2 days ago
City, London
TEKsystems
Salary: £50000 - £65000 per annum + benefits + stock options
Posted: 3 days ago
City, London
Harrington Starr
Salary: £500 - £800 per annum
Posted: 6 days ago
City of London
iKonnect
Salary: £80000 per annum + Negotiable depending on experience
Posted: 11 days ago