The first table below looks at the prevalence of the term Machine Learning in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 19 June 2013 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all terms in our Miscellaneous category for the London region.

Location
3 months to
19 Jun 2013
Same period 2012 Same period 2011
Machine Learning
Rank 557 557 628
Rank change year-on-year
0 +71
Permanent jobs citing Machine Learning 50 88 21
As % of all permanent IT jobs located in London 0.113% 0.165% 0.035%
As % of the Miscellaneous category 0.281% 0.416% 0.083%
Number of salaries quoted 38 84 18
Average salary £61,250 £57,500 £50,000
Average salary % change year-on-year
+6.52% +15.00%
90% offered a salary of more than £39,250 £40,450 £42,500
10% offered a salary of more than £75,000 £72,500 £140,000
UK excluding London average salary £50,000 £32,500 £32,500
% change year-on-year
+53.84% -
All of the Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
17778 21141 25211
As % of all permanent IT jobs located in London 40.17% 39.74% 42.10%
Number of salaries quoted 14665 18149 20977
Average salary £55,000 £55,000 £57,500
Average salary % change year-on-year
- -4.34%
90% offered a salary of more than £35,000 £32,500 £33,000
10% offered a salary of more than £85,000 £90,000 £82,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%
Machine Learning
England

Machine Learning
Jobs Demand Trend

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the London region as a proportion of the total demand within the Miscellaneous category.

London Machine Learning Jobs Demand Trend

Machine Learning
Salary Trend

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

London Machine Learning Salary Trend

Machine Learning
Salary Histogram

This chart provides a salary histogram for IT jobs citing Machine Learning across the London region over the 3 months to 19 June 2013.

London Machine Learning Salary Histogram

Machine Learning
Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the London region over the 3 months to 19 June 2013. 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
(Click each for more statistics)
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
Find
Job
Vacancies
City of London 0 18 £62,500 +13.63% 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills

For the 6 months to 19 June 2013, IT jobs across the London region citing Machine Learning 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 Machine Learning.

1 99 (61.88%) Mathematics
2 86 (53.75%) Data Mining
3 84 (52.50%) Big Data
4 83 (51.88%) Computer Science
5 81 (50.63%) Hadoop
6 68 (42.50%) Java
7 58 (36.25%) C++
7 58 (36.25%) Finance
8 57 (35.63%) Statistics
9 49 (30.63%) Physics
10 42 (26.25%) PhD
11 41 (25.63%) Linux
12 39 (24.38%) SQL
12 39 (24.38%) NoSQL
13 37 (23.13%) UNIX
14 32 (20.00%) Python
15 31 (19.38%) SEO
16 29 (18.13%) Apache Cassandra
17 27 (16.88%) Apache Solr
17 27 (16.88%) Lucene
18 26 (16.25%) Apache Pig
19 25 (15.63%) MATLAB
20 24 (15.00%) Oracle
21 21 (13.13%) Front Office
22 20 (12.50%) Degree
23 19 (11.88%) Analytics
24 17 (10.63%) Pattern Recognition
24 17 (10.63%) TDD
25 16 (10.00%) C
25 16 (10.00%) Apache Hive

Machine Learning
Top Related IT Skills by Category

For the 6 months to 19 June 2013, IT jobs across the London region citing Machine Learning 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 Machine Learning. Up to 20 skills are shown per category.

Application Development
1 27 (16.88%) Lucene
2 14 (8.750%) MapReduce
3 11 (6.875%) Natural Language Processing
4 7 (4.375%) STL
4 7 (4.375%) Spring
4 7 (4.375%) Boost C++ Libraries
5 4 (2.500%) Hibernate
5 4 (2.500%) jQuery
6 3 (1.875%) J2SE
7 2 (1.250%) Kafka
7 2 (1.250%) HTML
7 2 (1.250%) .NET
7 2 (1.250%) ASP
7 2 (1.250%) ASP.NET
7 2 (1.250%) CSS
7 2 (1.250%) LAMP
8 1 (0.625%) SVG
8 1 (0.625%) Flash
8 1 (0.625%) MSMQ
8 1 (0.625%) YUI
Application Platforms
1 27 (16.88%) Apache Solr
2 26 (16.25%) Apache Pig
3 7 (4.375%) SAS
4 2 (1.250%) NServiceBus
4 2 (1.250%) ESB
5 1 (0.625%) Apache
Applications
1 6 (3.750%) SPSS
2 3 (1.875%) MS Excel
3 1 (0.625%) MS Office
Communications & Networking
1 4 (2.500%) HTTP
2 3 (1.875%) Internet
3 1 (0.625%) TCP/IP
Database & Business Intelligence
1 86 (53.75%) Data Mining
2 84 (52.50%) Big Data
3 81 (50.63%) Hadoop
4 39 (24.38%) NoSQL
5 29 (18.13%) Apache Cassandra
6 16 (10.00%) Apache Hive
7 12 (7.500%) HBase
8 8 (5.000%) Text Mining
9 5 (3.125%) MongoDB
10 4 (2.500%) PostgreSQL
10 4 (2.500%) MySQL
10 4 (2.500%) Data Warehouse
11 3 (1.875%) Mahout
12 2 (1.250%) Redis
12 2 (1.250%) SQL Server
12 2 (1.250%) OLAP
12 2 (1.250%) RDBMS
13 1 (0.625%) SQL Server 2008
13 1 (0.625%) SAS Enterprise Guide
13 1 (0.625%) SAS Enterprise Miner
Development Applications
1 7 (4.375%) Maven
2 2 (1.250%) Git (software)
2 2 (1.250%) Visual Studio
3 1 (0.625%) NUnit
3 1 (0.625%) SpecFlow
3 1 (0.625%) MSBuild
3 1 (0.625%) GitHub
3 1 (0.625%) Moq
3 1 (0.625%) MbUnit
General
1 58 (36.25%) Finance
2 21 (13.13%) Front Office
3 15 (9.375%) Games
4 4 (2.500%) Banking
4 4 (2.500%) Investment Banking
4 4 (2.500%) Marketing
5 3 (1.875%) Financial Institution
5 3 (1.875%) Advertising
6 2 (1.250%) Multimedia
7 1 (0.625%) Telecoms
7 1 (0.625%) Retail
Job Titles
1 84 (52.50%) Developer
2 31 (19.38%) C++ Developer
3 25 (15.63%) Quantitative Developer
4 20 (12.50%) Java Developer
4 20 (12.50%) Search Engineer
5 17 (10.63%) Front Office Developer
6 14 (8.750%) Data Scientist
7 12 (7.500%) Analyst
8 10 (6.250%) Software Engineer
9 8 (5.000%) C++ Quantitative Developer
10 7 (4.375%) Data Analyst
11 5 (3.125%) C++ Software Engineer
12 4 (2.500%) Team Leader
12 4 (2.500%) Quantitative Analyst
13 3 (1.875%) Software Developer
13 3 (1.875%) Research Scientist
13 3 (1.875%) Research Engineer
14 2 (1.250%) Big Data Developer
14 2 (1.250%) C++ Software Developer
14 2 (1.250%) C++ Programmer
Miscellaneous
1 99 (61.88%) Mathematics
2 83 (51.88%) Computer Science
3 57 (35.63%) Statistics
4 49 (30.63%) Physics
5 15 (9.375%) Visualisation
6 9 (5.625%) Artificial Intelligence
6 9 (5.625%) Hedge funds
7 7 (4.375%) Ontologies
7 7 (4.375%) Neural Network
7 7 (4.375%) Mobile App
8 6 (3.750%) Open Source
9 5 (3.125%) Social Network
10 4 (2.500%) Semantic Web
10 4 (2.500%) Equities
10 4 (2.500%) Derivative
10 4 (2.500%) Blog
10 4 (2.500%) Economics
11 3 (1.875%) Client/Server
12 2 (1.250%) Data Integration
12 2 (1.250%) Cloud Computing
Operating Systems
1 41 (25.63%) Linux
2 37 (23.13%) UNIX
3 6 (3.750%) Android
4 4 (2.500%) Windows
5 3 (1.875%) Apple iOS
5 3 (1.875%) Windows Phone
6 1 (0.625%) Symbian OS
Processes & Methodologies
1 31 (19.38%) SEO
2 19 (11.88%) Analytics
3 17 (10.63%) Pattern Recognition
3 17 (10.63%) TDD
4 12 (7.500%) Predictive Modelling
4 12 (7.500%) Multithreading
4 12 (7.500%) Software Engineering
5 10 (6.250%) Game Development
6 9 (5.625%) Algorithmic Trading
6 9 (5.625%) Scrum
7 8 (5.000%) OO
8 7 (4.375%) RDF
8 7 (4.375%) Data Visualisation
9 6 (3.750%) Statistical Modelling
10 4 (2.500%) Metaprogramming
10 4 (2.500%) Big Data Analytics
10 4 (2.500%) Data Analytics
10 4 (2.500%) Data Analysis
10 4 (2.500%) Agile Software Development
11 3 (1.875%) Data Modelling
Programming Languages
1 68 (42.50%) Java
2 58 (36.25%) C++
3 39 (24.38%) SQL
4 32 (20.00%) Python
5 25 (15.63%) MATLAB
6 16 (10.00%) C
7 14 (8.750%) C#
8 13 (8.125%) R
9 12 (7.500%) Ruby
10 9 (5.625%) F#
11 7 (4.375%) Scala
12 6 (3.750%) Clojure
12 6 (3.750%) Lua
12 6 (3.750%) JavaScript
13 5 (3.125%) Perl
14 1 (0.625%) Shell Script
14 1 (0.625%) PHP
14 1 (0.625%) Erlang
14 1 (0.625%) Objective-C
14 1 (0.625%) PowerShell
Qualifications
1 42 (26.25%) PhD
2 20 (12.50%) Degree
3 2 (1.250%) Postgraduate
System Software
1 2 (1.250%) Apache ZooKeeper
Vendors
1 24 (15.00%) Oracle
2 10 (6.250%) Facebook
3 4 (2.500%) Tableau
3 4 (2.500%) Google
3 4 (2.500%) Business Objects
3 4 (2.500%) MicroStrategy
4 3 (1.875%) Microsoft
5 1 (0.625%) Symbian
South East London
Java Developer London to £50k. Java Developer / Java Software Engineer (OO Android NLP Machine Learning)... As a Java Developer you will join a world class research and development...
Client Server
Salary: £40k to £50k + benefits
Posted: 13 June 2013
London
Experience with some of the following; Hadoop, MapReduce, Hive, HBase, Pig, Cassandra, NoSQL. Machine Learning exposure a big plus, especially Apache Mahout. BSc/MSc in Maths, Statistics, Computer...
Hydrogen Group
Salary: £35000.00 - £70000.00 per annum
Posted: 13 June 2013
London
As a Java Developer you will join a world class research and development team that are working at the forefront of Natural Language Processing and Machine Learning, utilising...
Client Server
Salary: £40k to £50k + benefits
Posted: 13 June 2013
Central London / West End
C++ Developer / Software Engineer London to £55k. C++ Developer / Software Engineer (STL Boost C++ Lua Python Machine Learning)... Interest in (played with in own time): computational complexity, scalability,...
Client Server
Salary: £50k to £55k + bonus + benefits
Posted: 13 June 2013
London
The environment is that of Facebook or Google, relaxed open with time to think and make the right decisions... Quant Researchers MUST have: § Applicants should hold a PhD...
Quant Capital
Salary: From £150,000 to £150,000 per annum Large Bonus Medical Pension
Posted: 13 June 2013
London
Client Server
Salary: £50k to £55k + bonus + benefits
Posted: 13 June 2013
London
Client Server
Salary: £45k to £55k + benefits
Posted: 17 June 2013
City, London
Client Server
Salary: £45k to £55k + benefits
Posted: 17 June 2013
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