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 3 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Sep 2015
Same period 2014 Same period 2013
NumPy
Rank 278 321 317
Rank change year-on-year
+43 -4
Permanent jobs citing NumPy 18 3 6
As % of all permanent IT jobs located in the City of London 0.19% 0.026% 0.050%
As % of the Libraries, Frameworks & Software Standards category 0.53% 0.068% 0.13%
Number of salaries quoted 14 2 6
Average salary £75,000 £55,500 £110,000
Average salary % change year-on-year
+35.13% -49.54%
UK excluding London average salary £35,000 £47,500 -
% change year-on-year
-26.31% -
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
3378 4384 4654
As % of all permanent IT jobs located in the City of London 35.62% 37.36% 38.94%
Number of salaries quoted 2867 3806 4187
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 £37,500 £35,000
10% offered a salary of more than £75,000 £72,500 £75,000
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 3 September 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 3 September 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 21 (60.00%) Python
2 19 (54.29%) Java
3 18 (51.43%) Finance
4 17 (48.57%) SciPy
5 16 (45.71%) R
6 15 (42.86%) Analytics
6 15 (42.86%) C++
7 14 (40.00%) Foreign Exchange (FX)
7 14 (40.00%) MATLAB
7 14 (40.00%) Fixed Income
7 14 (40.00%) Mathematica
7 14 (40.00%) Equities
7 14 (40.00%) Derivative
7 14 (40.00%) Market Risk
7 14 (40.00%) Scala
8 13 (37.14%) Functional Programming
9 12 (34.29%) Algorithms
10 11 (31.43%) Computer Science
11 9 (25.71%) Degree
11 9 (25.71%) Hedge funds
11 9 (25.71%) .NET
11 9 (25.71%) Pandas
12 8 (22.86%) Oracle
12 8 (22.86%) MongoDB
13 7 (20.00%) Statistical Analysis
13 7 (20.00%) Front Office
13 7 (20.00%) Linux
14 6 (17.14%) Pyramid
15 5 (14.29%) Relational Database
15 5 (14.29%) AngularJS

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

For the 6 months to 3 September 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 (2.86%) Apache
1 1 (2.86%) Apache Solr
1 1 (2.86%) Elasticsearch
1 1 (2.86%) Apache Spark
Applications
1 14 (40.00%) Mathematica
Database & Business Intelligence
1 8 (22.86%) MongoDB
2 5 (14.29%) RDBMS
2 5 (14.29%) KDB
2 5 (14.29%) Relational Database
3 3 (8.57%) MySQL
3 3 (8.57%) NoSQL
4 1 (2.86%) Hadoop
4 1 (2.86%) Apache Cassandra
Development Applications
1 5 (14.29%) Maven
2 2 (5.71%) Git (software)
2 2 (5.71%) Mercurial
General
1 18 (51.43%) Finance
2 7 (20.00%) Front Office
3 4 (11.43%) Banking
4 1 (2.86%) Investment Banking
Job Titles
1 31 (88.57%) Developer
2 16 (45.71%) Python Developer
3 14 (40.00%) Java Developer
4 11 (31.43%) Senior Developer
5 8 (22.86%) Senior Python Developer
6 3 (8.57%) Senior Java Developer
7 2 (5.71%) Java/J2EE Developer
8 1 (2.86%) Technical Leader
8 1 (2.86%) Quantitative Developer
8 1 (2.86%) Front Office Developer
Libraries, Frameworks & Software Standards
1 17 (48.57%) SciPy
2 9 (25.71%) .NET
2 9 (25.71%) Pandas
3 6 (17.14%) Pyramid
4 5 (14.29%) AngularJS
5 2 (5.71%) Flask
5 2 (5.71%) Matplotlib
5 2 (5.71%) D3.js
5 2 (5.71%) Highcharts JS
5 2 (5.71%) J2EE
5 2 (5.71%) JDBC
5 2 (5.71%) Hibernate
5 2 (5.71%) Spring
5 2 (5.71%) Java EE
6 1 (2.86%) Apache Flex
6 1 (2.86%) JMS
6 1 (2.86%) Esper
6 1 (2.86%) Akka
Miscellaneous
1 14 (40.00%) Foreign Exchange (FX)
1 14 (40.00%) Fixed Income
1 14 (40.00%) Equities
1 14 (40.00%) Derivative
1 14 (40.00%) Market Risk
2 12 (34.29%) Algorithms
3 11 (31.43%) Computer Science
4 9 (25.71%) Hedge funds
5 4 (11.43%) Visualisation
6 3 (8.57%) Statistics
7 2 (5.71%) Physics
8 1 (2.86%) Analytical Skills
Operating Systems
1 7 (20.00%) Linux
2 2 (5.71%) Windows
3 1 (2.86%) UNIX
Processes & Methodologies
1 15 (42.86%) Analytics
2 13 (37.14%) Functional Programming
3 7 (20.00%) Statistical Analysis
4 5 (14.29%) Systematic Trading
4 5 (14.29%) Open Source
5 3 (8.57%) Continuous Integration
5 3 (8.57%) OO
6 2 (5.71%) Agile Software Development
6 2 (5.71%) TDD
6 2 (5.71%) Data Analysis
6 2 (5.71%) Software Engineering
6 2 (5.71%) Web Development
6 2 (5.71%) Unit Testing
6 2 (5.71%) BDD
6 2 (5.71%) Signal Processing
7 1 (2.86%) Market Making
7 1 (2.86%) Refactoring
7 1 (2.86%) Predictive Analytics
Programming Languages
1 21 (60.00%) Python
2 19 (54.29%) Java
3 16 (45.71%) R
4 15 (42.86%) C++
5 14 (40.00%) Scala
5 14 (40.00%) MATLAB
6 3 (8.57%) JavaScript
7 2 (5.71%) SQL
7 2 (5.71%) Ruby
8 1 (2.86%) C#
Qualifications
1 9 (25.71%) Degree
2 3 (8.57%) PhD
Vendors
1 8 (22.86%) Oracle
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 14 hours ago
City, London
TEKsystems
Salary: £70000 - £95000 per annum + bonus
Posted: 3 days ago