The first table below looks at the prevalence of the term Machine Learning in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 18 April 2014 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 England region.

Location
3 months to
18 Apr 2014
Same period 2013 Same period 2012
Machine Learning
Rank 669 740 822
Rank change year-on-year
+71 +82
Permanent jobs citing Machine Learning 236 116 75
As % of all permanent IT jobs located in England 0.21% 0.11% 0.063%
As % of the Miscellaneous category 0.63% 0.34% 0.19%
Number of salaries quoted 223 85 71
Average salary £48,750 £60,000 £57,500
Average salary % change year-on-year
-18.75% +4.34%
90% offered a salary of more than £35,000 £38,000 £40,000
10% offered a salary of more than £80,000 £72,750 £70,000
UK excluding London average salary £42,500 £38,000 £70,000
% change year-on-year
+11.84% -45.71%
Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
37546 34232 38718
As % of all permanent IT jobs located in England 33.22% 32.89% 32.71%
Number of salaries quoted 29975 28091 32949
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £28,500 £27,500 £28,750
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £40,000 £38,000 £40,000
% change year-on-year
+5.26% -5.00%
Machine Learning
UK

Machine Learning
Jobs Demand Trend in England

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

Machine Learning Jobs Demand Trend in England

Machine Learning
Salary Trend in England

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

Machine Learning Salary Trend in England

Machine Learning
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Machine Learning across the England region over the 3 months to 18 April 2014.

Machine Learning Salary Histogram in England

Machine Learning
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the England region over the 3 months to 18 April 2014. 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
London +26 173 £60,000 -4.00% 12
South East +18 35 £42,500 +11.84%
East of England +5 21 £37,500 -9.09% 4
West Midlands - 12 £42,500 -
South West -16 3 £45,000 -18.18%
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 18 April 2014, IT jobs across the England 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.

1 231 (63.81%) Java
2 188 (51.93%) Big Data
3 174 (48.07%) Computer Science
4 149 (41.16%) Python
5 148 (40.88%) Hadoop
6 143 (39.50%) Degree
7 129 (35.64%) Software Engineering
8 114 (31.49%) Mathematics
9 113 (31.22%) R
10 104 (28.73%) Statistics
11 100 (27.62%) Scala
12 94 (25.97%) C++
13 90 (24.86%) Analytics
14 76 (20.99%) PhD
15 73 (20.17%) Apache Hive
16 71 (19.61%) OO
17 70 (19.34%) Natural Language Processing
18 69 (19.06%) C#
19 66 (18.23%) Data Mining
20 65 (17.96%) NoSQL
21 58 (16.02%) MapReduce
22 57 (15.75%) Artificial Intelligence
23 54 (14.92%) Physics
24 50 (13.81%) MATLAB
25 48 (13.26%) TDD
26 43 (11.88%) Linux
26 43 (11.88%) Apache Cassandra
27 42 (11.60%) Games
28 39 (10.77%) MySQL
29 38 (10.50%) JavaScript

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 18 April 2014, IT jobs across the England 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 Platforms
1 33 (9.12%) Apache Pig
2 14 (3.87%) Elasticsearch
3 12 (3.31%) SAS
4 8 (2.21%) Node.js
5 7 (1.93%) Tornado
5 7 (1.93%) Zope
6 4 (1.10%) Apache Solr
6 4 (1.10%) Plone
7 1 (0.28%) Confluence
Applications
1 11 (3.04%) SPSS
2 5 (1.38%) Stata
3 3 (0.83%) Mathematica
3 3 (0.83%) S-PLUS
3 3 (0.83%) Spreadsheet
4 1 (0.28%) MS Office
4 1 (0.28%) Weka
Cloud Services
1 8 (2.21%) Amazon AWS
2 7 (1.93%) GitHub
3 4 (1.10%) Cloud Computing
3 4 (1.10%) Amazon EC2
4 3 (0.83%) Google App Engine
Communications & Networking
1 16 (4.42%) Internet
2 10 (2.76%) HTTP
3 5 (1.38%) Wireless
3 5 (1.38%) DAB
Database & Business Intelligence
1 188 (51.93%) Big Data
2 148 (40.88%) Hadoop
3 73 (20.17%) Apache Hive
4 66 (18.23%) Data Mining
5 65 (17.96%) NoSQL
6 43 (11.88%) Apache Cassandra
7 39 (10.77%) MySQL
8 37 (10.22%) MongoDB
9 27 (7.46%) Mahout
10 22 (6.08%) Redis
11 18 (4.97%) HBase
12 12 (3.31%) Text Mining
13 10 (2.76%) PostgreSQL
13 10 (2.76%) Relational Database
14 7 (1.93%) RDBMS
15 2 (0.55%) Data Warehouse
16 1 (0.28%) Amazon DynamoDB
16 1 (0.28%) BigTable
16 1 (0.28%) Amazon Redshift
16 1 (0.28%) STATISTICA
Development Applications
1 9 (2.49%) Jasmine
1 9 (2.49%) Git (software)
2 6 (1.66%) PyUnit
2 6 (1.66%) JUnit
3 5 (1.38%) Subversion
4 3 (0.83%) Ant
5 2 (0.55%) Selenium
6 1 (0.28%) JIRA
General
1 42 (11.60%) Games
2 30 (8.29%) Finance
3 14 (3.87%) Marketing
4 10 (2.76%) Front Office
5 5 (1.38%) Retail
5 5 (1.38%) Advertising
6 3 (0.83%) Law
7 2 (0.55%) Financial Institution
7 2 (0.55%) Banking
8 1 (0.28%) Telecoms
8 1 (0.28%) Spanish Language
Job Titles
1 166 (45.86%) Developer
2 87 (24.03%) Data Scientist
3 73 (20.17%) Java Developer
4 39 (10.77%) Software Engineer
4 39 (10.77%) Programmer
5 21 (5.80%) Python Developer
6 20 (5.52%) Java Programmer
7 16 (4.42%) iOS Developer
7 16 (4.42%) Analyst
8 15 (4.14%) C++ Developer
9 14 (3.87%) Android Developer
10 13 (3.59%) Big Data Developer
11 12 (3.31%) Junior
11 12 (3.31%) Hadoop Developer
12 10 (2.76%) Senior Software Engineer
12 10 (2.76%) PHP Developer
13 8 (2.21%) Research Engineer
13 8 (2.21%) JavaScript Developer
13 8 (2.21%) Consultant
13 8 (2.21%) Data Analyst
Libraries, Frameworks & Software Standards
1 70 (19.34%) Natural Language Processing
2 58 (16.02%) MapReduce
3 37 (10.22%) HTML
4 23 (6.35%) RESTful
5 22 (6.08%) CSS
5 22 (6.08%) HTML5
6 20 (5.52%) Web Services
7 17 (4.70%) Backbone.js
7 17 (4.70%) AngularJS
8 16 (4.42%) jQuery
9 15 (4.14%) iOS SDK
10 13 (3.59%) .NET
11 11 (3.04%) STL
11 11 (3.04%) Boost C++ Libraries
12 9 (2.49%) Play Framework
12 9 (2.49%) Akka
12 9 (2.49%) Esper
12 9 (2.49%) KnockoutJS
12 9 (2.49%) LAMP
12 9 (2.49%) Grails
Miscellaneous
1 174 (48.07%) Computer Science
2 114 (31.49%) Mathematics
3 104 (28.73%) Statistics
4 57 (15.75%) Artificial Intelligence
5 54 (14.92%) Physics
6 27 (7.46%) Smartphone
7 20 (5.52%) Neural Network
8 19 (5.25%) Mobile App
9 16 (4.42%) iPhone
10 11 (3.04%) Social Media
11 10 (2.76%) Visualisation
11 10 (2.76%) Open Source
12 9 (2.49%) Clustering
12 9 (2.49%) Psychology
13 7 (1.93%) Derivative
14 4 (1.10%) Social Gaming
14 4 (1.10%) Blog
14 4 (1.10%) Social Network
14 4 (1.10%) PKI
15 3 (0.83%) Grid Computing
Operating Systems
1 43 (11.88%) Linux
2 34 (9.39%) Android
3 21 (5.80%) Apple iOS
4 14 (3.87%) Windows
5 8 (2.21%) Embedded Linux
5 8 (2.21%) UNIX
6 5 (1.38%) Mac OS X
6 5 (1.38%) Ubuntu
6 5 (1.38%) CentOS
7 1 (0.28%) VMS
Processes & Methodologies
1 129 (35.64%) Software Engineering
2 90 (24.86%) Analytics
3 71 (19.61%) OO
4 48 (13.26%) TDD
5 37 (10.22%) Agile Software Development
6 31 (8.56%) Data Analysis
7 29 (8.01%) Predictive Modelling
8 28 (7.73%) OOP
9 23 (6.35%) Statistical Analysis
10 22 (6.08%) Big Data Analytics
11 19 (5.25%) Android Development
12 18 (4.97%) iOS Development
13 17 (4.70%) Statistical Modelling
14 16 (4.42%) Data Analytics
15 15 (4.14%) Data Modelling
16 14 (3.87%) Signal Processing
16 14 (3.87%) Multithreading
17 11 (3.04%) Pair Programming
17 11 (3.04%) Scrum
17 11 (3.04%) E-Commerce
Programming Languages
1 231 (63.81%) Java
2 149 (41.16%) Python
3 113 (31.22%) R
4 100 (27.62%) Scala
5 94 (25.97%) C++
6 69 (19.06%) C#
7 50 (13.81%) MATLAB
8 38 (10.50%) JavaScript
9 37 (10.22%) SQL
10 30 (8.29%) Clojure
11 23 (6.35%) PHP
12 22 (6.08%) C
13 18 (4.97%) Ruby
14 14 (3.87%) Erlang
15 9 (2.49%) Perl
16 7 (1.93%) Bash Shell
17 2 (0.55%) Haskell
17 2 (0.55%) Lua
17 2 (0.55%) F#
18 1 (0.28%) Objective-C
Qualifications
1 143 (39.50%) Degree
2 76 (20.99%) PhD
3 10 (2.76%) Security Cleared
4 6 (1.66%) SC Cleared
Quality Assurance & Compliance
1 1 (0.28%) QA
Systems Management
1 10 (2.76%) Puppet
1 10 (2.76%) Opscode Chef
2 5 (1.38%) Oozie
2 5 (1.38%) Nagios
2 5 (1.38%) Ganglia
Vendors
1 20 (5.52%) Google
2 17 (4.70%) Facebook
3 5 (1.38%) Sun
4 4 (1.10%) Rackspace
5 2 (0.55%) Twitter
6 1 (0.28%) ParAccel
6 1 (0.28%) Tableau
London
Burns Sheehan
Salary: £55000 - £60000 per annum + Bonus + Benefits
Posted: Yesterday
East London
TechRec
Salary: From £60,000 to £80,000 per annum 25 Days hol + £1.5k Training Budget
Posted: 2 days ago
East London
Client Server
Salary: £45k to £60k + bonus + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £30000.00 - £45000.00 per annum + Benefits
Posted: 4 days ago
South East London
Client Server
Salary: £45k to £55k + benefits
Posted: 4 days ago
London
Oxford Knight
Salary: Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £45,000 per annum Best Training + Stock Options + More
Posted: 4 days ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 5 days ago
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: 5 days ago
London
NFP Group Ltd
Salary: £42000 - £52000 per annum
Posted: 7 days ago
Cambridgeshire
DP Connect
Salary: £45000 - £60000 per annum
Posted: 8 days ago
Cambridgeshire
DP Connect
Salary: £25000 - £35000 per annum
Posted: 8 days ago
London
NFP Group Ltd
Salary: £42000 - £52000 per annum
Posted: 15 days ago