The first table below looks at the demand for Machine Learning skills 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 22 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the England region.

Location
3 months to
22 Jul 2014
Same period 2013 Same period 2012
Machine Learning
Rank 698 780 785
Rank change year-on-year
+82 +5
Permanent jobs citing Machine Learning 173 61 91
As % of all permanent IT jobs located in England 0.16% 0.060% 0.082%
As % of the Processes & Methodologies category 0.20% 0.076% 0.11%
Number of salaries quoted 156 41 88
Average salary £52,500 £55,000 £55,000
Average salary % change year-on-year
-4.54% -
90% offered a salary of more than £35,000 £40,000 £40,000
10% offered a salary of more than £70,000 £70,000 £80,000
UK excluding London average salary £37,500 £47,500 £32,500
% change year-on-year
-21.05% +46.15%
Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
86592 80165 86386
As % of all permanent IT jobs located in England 80.43% 78.72% 77.45%
Number of salaries quoted 70400 66377 74286
Average salary £49,000 £47,000 £47,000
Average salary % change year-on-year
+4.25% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
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 Processes & Methodologies 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 22 July 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 22 July 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
(Use links below to see detailed
statistics and historical trends)
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
Live
Job
Vacancies
London +42 118 £57,500 -4.16% 10
East of England +11 28 £35,000 -11.39% 4
South East +6 15 £42,500 -15.00% 1
South West -13 10 £53,750 +19.44%
West Midlands - 2 £32,500 -
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 22 July 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.

1 247 (60.54%) Java
2 201 (49.26%) Computer Science
3 185 (45.34%) Big Data
4 170 (41.67%) Degree
5 169 (41.42%) Python
6 157 (38.48%) Hadoop
7 148 (36.27%) Mathematics
8 137 (33.58%) Statistics
8 137 (33.58%) Software Engineering
9 135 (33.09%) C++
10 114 (27.94%) Analytics
11 113 (27.70%) PhD
12 100 (24.51%) R
13 90 (22.06%) Data Mining
14 78 (19.12%) NoSQL
15 75 (18.38%) C#
15 75 (18.38%) Natural Language Processing
16 71 (17.40%) Physics
17 69 (16.91%) Artificial Intelligence
18 66 (16.18%) Scala
19 65 (15.93%) MATLAB
20 64 (15.69%) SQL
20 64 (15.69%) TDD
21 60 (14.71%) Agile Software Development
21 60 (14.71%) Apache Hive
22 59 (14.46%) OO
23 58 (14.22%) MapReduce
24 53 (12.99%) Linux
24 53 (12.99%) Finance
25 50 (12.25%) JavaScript

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 22 July 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 21 (5.15%) Apache Pig
2 15 (3.68%) SAS
3 9 (2.21%) Elasticsearch
4 8 (1.96%) Node.js
5 7 (1.72%) Tornado
6 5 (1.23%) Zope
6 5 (1.23%) Plone
7 2 (0.49%) Apache Solr
8 1 (0.25%) Confluence
Applications
1 19 (4.66%) SPSS
2 11 (2.70%) Spreadsheet
3 7 (1.72%) Stata
4 6 (1.47%) CPLEX
5 5 (1.23%) S-PLUS
5 5 (1.23%) Mathematica
6 4 (0.98%) Weka
Business Applications
1 1 (0.25%) Google Analytics
Cloud Services
1 1 (0.25%) Amazon AWS
1 1 (0.25%) Cloud Computing
Communications & Networking
1 23 (5.64%) Internet
2 9 (2.21%) HTTP
2 9 (2.21%) Wireless
3 5 (1.23%) DAB
Database & Business Intelligence
1 185 (45.34%) Big Data
2 157 (38.48%) Hadoop
3 90 (22.06%) Data Mining
4 78 (19.12%) NoSQL
5 60 (14.71%) Apache Hive
6 40 (9.80%) MySQL
7 34 (8.33%) Apache Cassandra
8 27 (6.62%) Mahout
9 25 (6.13%) HBase
9 25 (6.13%) MongoDB
10 15 (3.68%) PostgreSQL
11 13 (3.19%) Relational Database
11 13 (3.19%) Text Mining
12 10 (2.45%) Redis
13 9 (2.21%) Sybase IQ
13 9 (2.21%) Sybase ASE
14 7 (1.72%) RDBMS
15 3 (0.74%) Data Warehouse
16 1 (0.25%) Amazon DynamoDB
16 1 (0.25%) Amazon Redshift
Development Applications
1 23 (5.64%) Git (software)
2 14 (3.43%) Subversion
3 11 (2.70%) Ant
4 10 (2.45%) PyUnit
4 10 (2.45%) JUnit
5 2 (0.49%) JIRA
5 2 (0.49%) Selenium
6 1 (0.25%) Jenkins
6 1 (0.25%) Maven
General
1 53 (12.99%) Finance
2 34 (8.33%) Games
3 30 (7.35%) Marketing
4 18 (4.41%) Front Office
5 11 (2.70%) Banking
5 11 (2.70%) Advertising
6 10 (2.45%) Retail
7 6 (1.47%) Telecoms
8 2 (0.49%) French Language
8 2 (0.49%) German Language
8 2 (0.49%) Automotive
Job Titles
1 165 (40.44%) Developer
2 125 (30.64%) Data Scientist
3 72 (17.65%) Java Developer
4 31 (7.60%) Software Engineer
5 28 (6.86%) Programmer
6 25 (6.13%) C++ Developer
7 19 (4.66%) Python Developer
8 18 (4.41%) Consultant
9 17 (4.17%) Senior Developer
9 17 (4.17%) Java Programmer
10 16 (3.92%) Analyst
11 15 (3.68%) Real Time Software Engineer
11 15 (3.68%) Real Time Engineer
12 14 (3.43%) Junior
13 13 (3.19%) Graduate
14 12 (2.94%) Security Consultant
14 12 (2.94%) Security Engineer
14 12 (2.94%) Cyber Security Consultant
15 11 (2.70%) Data Analyst
16 10 (2.45%) Development Engineer
Libraries, Frameworks & Software Standards
1 75 (18.38%) Natural Language Processing
2 58 (14.22%) MapReduce
3 29 (7.11%) HTML
4 28 (6.86%) .NET
5 22 (5.39%) ASP.NET
6 21 (5.15%) STL
6 21 (5.15%) Boost C++ Libraries
6 21 (5.15%) RESTful
7 16 (3.92%) HTML5
8 15 (3.68%) Web Services
8 15 (3.68%) Spring
9 14 (3.43%) CSS
10 13 (3.19%) jQuery
11 12 (2.94%) Django
12 11 (2.70%) SciPy
12 11 (2.70%) NumPy
13 10 (2.45%) JDBC
14 9 (2.21%) RabbitMQ
15 8 (1.96%) J2SE
15 8 (1.96%) iOS SDK
Miscellaneous
1 201 (49.26%) Computer Science
2 148 (36.27%) Mathematics
3 137 (33.58%) Statistics
4 71 (17.40%) Physics
5 69 (16.91%) Artificial Intelligence
6 28 (6.86%) Smartphone
7 24 (5.88%) Social Media
8 17 (4.17%) Neural Network
9 15 (3.68%) Mobile App
10 13 (3.19%) Clustering
10 13 (3.19%) Visualisation
11 10 (2.45%) Psychology
12 9 (2.21%) Equities
12 9 (2.21%) Reference Data
13 8 (1.96%) iPhone
14 7 (1.72%) Open Source
14 7 (1.72%) Derivative
14 7 (1.72%) Applied Mathematics
15 6 (1.47%) Informatics
15 6 (1.47%) Chemistry
Operating Systems
1 53 (12.99%) Linux
2 38 (9.31%) Android
3 16 (3.92%) Apple iOS
4 13 (3.19%) Windows
5 10 (2.45%) UNIX
6 7 (1.72%) Ubuntu
7 6 (1.47%) Embedded Linux
8 5 (1.23%) Mac OS X
8 5 (1.23%) CentOS
9 1 (0.25%) VMS
Processes & Methodologies
1 137 (33.58%) Software Engineering
2 114 (27.94%) Analytics
3 64 (15.69%) TDD
4 60 (14.71%) Agile Software Development
5 59 (14.46%) OO
6 44 (10.78%) Data Analysis
7 35 (8.58%) Signal Processing
8 28 (6.86%) Statistical Analysis
9 26 (6.37%) Predictive Modelling
9 26 (6.37%) Multithreading
10 21 (5.15%) Big Data Analytics
10 21 (5.15%) Statistical Modelling
11 20 (4.90%) OOP
12 19 (4.66%) Data Modelling
13 17 (4.17%) Pair Programming
14 16 (3.92%) Pattern Recognition
14 16 (3.92%) Cyber Security
14 16 (3.92%) Data Analytics
15 15 (3.68%) Android Development
15 15 (3.68%) Logistic Regression
Programming Languages
1 247 (60.54%) Java
2 169 (41.42%) Python
3 135 (33.09%) C++
4 100 (24.51%) R
5 75 (18.38%) C#
6 66 (16.18%) Scala
7 65 (15.93%) MATLAB
8 64 (15.69%) SQL
9 50 (12.25%) JavaScript
10 37 (9.07%) Clojure
11 34 (8.33%) C
12 25 (6.13%) Ruby
13 20 (4.90%) Perl
14 13 (3.19%) Erlang
15 12 (2.94%) PHP
16 9 (2.21%) RPG
17 8 (1.96%) Bash Shell
18 2 (0.49%) Haskell
19 1 (0.25%) Objective-C
19 1 (0.25%) Lua
Qualifications
1 170 (41.67%) Degree
2 113 (27.70%) PhD
3 13 (3.19%) Security Cleared
4 12 (2.94%) SC Cleared
Quality Assurance & Compliance
1 9 (2.21%) QA
Systems Management
1 21 (5.15%) Puppet
2 18 (4.41%) Opscode Chef
3 5 (1.23%) Nagios
3 5 (1.23%) Ganglia
4 4 (0.98%) Oozie
Vendors
1 16 (3.92%) Google
2 14 (3.43%) Facebook
3 9 (2.21%) ParAccel
3 9 (2.21%) Sybase
3 9 (2.21%) Reuters
3 9 (2.21%) Bloomberg
4 5 (1.23%) Sun
5 2 (0.49%) IBM
6 1 (0.25%) Rackspace
6 1 (0.25%) Apple
6 1 (0.25%) BT
6 1 (0.25%) Omniture
South East London
Client Server
Salary: £40k to £50k + share options + benefits
Posted: 3 hours ago
Hertfordshire
Redrock Consulting Ltd
Salary: Competitive
Posted: 21 hours ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £25,000 to £45,000 per annum Best Training + Stock Options + More
Posted: 23 hours ago
City, London
Aston Carter
Salary: £50000 - £110000 per annum + benefits
Posted: 3 days ago
City, London
Harnham
Salary: £50000 - £85000 per annum + Bonus, Pension
Posted: 3 days ago
City, London
Harnham
Salary: £80000 - £100000 per annum
Posted: 3 days ago
Central London / West End
ARC IT Recruitment Ltd
Salary: £50000 Per Annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Stratospherec
Salary: Competitive salary based on skills and experience
Posted: 4 days ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 4 days ago
London
CLIENT SERVER
Salary: £55,000 - £80,000 per year
Posted: 5 days ago
Cambridge, Cambridgeshire
Amazon
Posted: 6 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 to £75000 per annum - Benefits & Bonus
Posted: 6 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £28000 to £60000 per annum - share options
Posted: 6 days ago
London
The People Network
Salary: £65000 - £75000 per annum + 10% Bonus, Medical
Posted: 14 days ago