The first table below looks at the prevalence of the term Machine Learning 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 Machine Learning over the 3 months to 24 May 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 City of London region.

Location
3 months to
24 May 2013
Same period 2012 Same period 2011
Machine Learning
Rank 299 308 328
Rank change year-on-year
+9 +20
Permanent jobs citing Machine Learning 22 15 3
As % of all permanent IT jobs located in the City of London 0.189% 0.115% 0.019%
As % of the Miscellaneous category 0.453% 0.292% 0.045%
Number of salaries quoted 22 13 3
Average salary £62,500 £60,000 £60,000
Average salary % change year-on-year
+4.16% -
90% offered a salary of more than £58,000 £46,000 £50,000
10% offered a salary of more than £77,500 £67,000 £66,000
UK excluding London average salary £50,000 £50,000 £32,500
% change year-on-year
- +53.84%
All of the Miscellaneous Category
City of London
Permanent IT job ads with a match in the
Miscellaneous category
4854 5129 6740
As % of all permanent IT jobs located in the City of London 41.61% 39.26% 43.69%
Number of salaries quoted 4179 4696 6115
Average salary £57,500 £57,500 £65,000
Average salary % change year-on-year
- -11.53%
90% offered a salary of more than £35,000 £34,500 £35,000
10% offered a salary of more than £85,000 £90,000 £82,500
UK excluding London average salary £39,000 £40,000 £37,500
% change year-on-year
-2.50% +6.66%
Machine Learning
London

Machine Learning
Jobs Demand Trend

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

City of 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 City of London region.

City of London Machine Learning Salary Trend

Machine Learning
Salary Histogram

This chart provides a salary histogram for IT jobs citing Machine Learning across the City of London region over the 3 months to 24 May 2013.

City of London Machine Learning Salary Histogram

Machine Learning
Top 30 Related IT Skills

For the 6 months to 24 May 2013, IT jobs across the City of 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 29 (78.38%) Big Data
2 27 (72.97%) Hadoop
3 20 (54.05%) Apache Cassandra
4 19 (51.35%) PhD
5 18 (48.65%) MATLAB
6 17 (45.95%) Front Office
6 17 (45.95%) Pattern Recognition
7 13 (35.14%) Java
8 9 (24.32%) C++
9 6 (16.22%) C
9 6 (16.22%) Python
9 6 (16.22%) Data Mining
9 6 (16.22%) NoSQL
10 5 (13.51%) Mathematics
10 5 (13.51%) Multithreading
10 5 (13.51%) Analytics
10 5 (13.51%) HTTP
10 5 (13.51%) Finance
11 4 (10.81%) Games
11 4 (10.81%) Computer Science
11 4 (10.81%) Linux
11 4 (10.81%) STL
11 4 (10.81%) UNIX
11 4 (10.81%) SQL
11 4 (10.81%) Boost C++ Libraries
11 4 (10.81%) MapReduce
12 3 (8.108%) Apache Hive
12 3 (8.108%) MongoDB
12 3 (8.108%) Visualisation
12 3 (8.108%) Android

Machine Learning
Top Related IT Skills by Category

For the 6 months to 24 May 2013, IT jobs across the City of 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 4 (10.81%) STL
1 4 (10.81%) Boost C++ Libraries
1 4 (10.81%) MapReduce
2 2 (5.405%) J2SE
2 2 (5.405%) Natural Language Processing
3 1 (2.703%) SproutCore
3 1 (2.703%) Memcached
3 1 (2.703%) Ext JS
3 1 (2.703%) ASP
3 1 (2.703%) CSS
3 1 (2.703%) HTML
3 1 (2.703%) Flash
3 1 (2.703%) SVG
3 1 (2.703%) Apache Flex
3 1 (2.703%) YUI
3 1 (2.703%) jQuery
Application Platforms
1 3 (8.108%) Apache Pig
2 1 (2.703%) Kafka
Communications & Networking
1 5 (13.51%) HTTP
Database & Business Intelligence
1 29 (78.38%) Big Data
2 27 (72.97%) Hadoop
3 20 (54.05%) Apache Cassandra
4 6 (16.22%) Data Mining
4 6 (16.22%) NoSQL
5 3 (8.108%) Apache Hive
5 3 (8.108%) MongoDB
6 2 (5.405%) RDBMS
6 2 (5.405%) OLAP
6 2 (5.405%) HBase
6 2 (5.405%) Mahout
7 1 (2.703%) Redis
Development Applications
1 2 (5.405%) GitHub
2 1 (2.703%) Git (software)
General
1 17 (45.95%) Front Office
2 5 (13.51%) Finance
3 4 (10.81%) Games
4 3 (8.108%) Multimedia
5 1 (2.703%) Music
5 1 (2.703%) Advertising
Job Titles
1 25 (67.57%) Developer
2 17 (45.95%) Front Office Developer
2 17 (45.95%) Quantitative Developer
3 6 (16.22%) Software Engineer
4 4 (10.81%) C++ Developer
5 3 (8.108%) C++ Software Engineer
6 2 (5.405%) Java Software Engineer
6 2 (5.405%) Java Developer
6 2 (5.405%) C++ Programmer
6 2 (5.405%) C++ Software Developer
6 2 (5.405%) Real Time Software Engineer
6 2 (5.405%) Real Time Engineer
6 2 (5.405%) Software Programmer
6 2 (5.405%) Programmer
6 2 (5.405%) Software Developer
7 1 (2.703%) Research Engineer
7 1 (2.703%) Data Scientist
7 1 (2.703%) Scala Developer
7 1 (2.703%) Hadoop Developer
7 1 (2.703%) Architect
Miscellaneous
1 5 (13.51%) Mathematics
2 4 (10.81%) Computer Science
3 3 (8.108%) Visualisation
3 3 (8.108%) Statistics
4 2 (5.405%) Neural Network
4 2 (5.405%) Social Network
4 2 (5.405%) Mobile App
4 2 (5.405%) Cloud Computing
4 2 (5.405%) Physics
4 2 (5.405%) Open Source
4 2 (5.405%) Data Integration
5 1 (2.703%) SaaS
5 1 (2.703%) Artificial Intelligence
Operating Systems
1 4 (10.81%) Linux
1 4 (10.81%) UNIX
2 3 (8.108%) Android
2 3 (8.108%) Windows
3 1 (2.703%) Apple iOS
3 1 (2.703%) Windows Phone
Processes & Methodologies
1 17 (45.95%) Pattern Recognition
2 5 (13.51%) Multithreading
2 5 (13.51%) Analytics
3 3 (8.108%) Data Modelling
3 3 (8.108%) Software Engineering
3 3 (8.108%) TDD
4 2 (5.405%) Data Analysis
4 2 (5.405%) Scrum
4 2 (5.405%) Business Analysis
4 2 (5.405%) OO
4 2 (5.405%) Data Visualisation
5 1 (2.703%) Game Development
5 1 (2.703%) Predictive Modelling
5 1 (2.703%) BDD
5 1 (2.703%) Metaprogramming
5 1 (2.703%) E-Commerce
5 1 (2.703%) HOOD
5 1 (2.703%) Customer Intelligence
5 1 (2.703%) Continuous Integration
5 1 (2.703%) Agile Software Development
Programming Languages
1 18 (48.65%) MATLAB
2 13 (35.14%) Java
3 9 (24.32%) C++
4 6 (16.22%) C
4 6 (16.22%) Python
5 4 (10.81%) SQL
6 1 (2.703%) Scala
6 1 (2.703%) C#
6 1 (2.703%) JavaScript
6 1 (2.703%) Lua
6 1 (2.703%) Ruby
6 1 (2.703%) Objective-C
Qualifications
1 19 (51.35%) PhD
2 2 (5.405%) Degree
System Software
1 1 (2.703%) Apache ZooKeeper
Vendors
1 2 (5.405%) Google
City of London
55,000- £70,000 + Extremely Competitive Bonus and Benefits Package(PhD, MATLAB, Big Data, Hadoop, MACHINE LEARNING) This is an exciting front office role for a strong Quantitative...
Salary: £55000 - £70000 per annum + Competitive Bonus and Benefits
Posted: 14 May 2013