The table below looks at the statistics 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 24 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Oct 2014
Same period 2013 Same period 2012
Machine Learning
Rank 706 673 808
Rank change year-on-year
-33 +135
Permanent jobs citing Machine Learning 171 193 59
As % of all permanent IT jobs located in England 0.16% 0.19% 0.055%
As % of the Processes & Methodologies category 0.19% 0.23% 0.070%
Number of salaries quoted 142 180 55
Average salary £55,000 £65,000 £62,500
Average salary % change year-on-year
-15.38% +4.00%
90% offered a salary of more than £40,000 £45,000 £38,500
10% offered a salary of more than £80,000 £80,000 £91,000
UK excluding London average salary £45,000 £44,375 £37,500
% change year-on-year
+1.40% +18.33%
Machine Learning
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
87785 82919 84498
As % of all permanent IT jobs located in England 82.14% 81.58% 79.26%
Number of salaries quoted 71606 68904 71839
Average salary £49,500 £47,500 £45,500
Average salary % change year-on-year
+4.21% +4.39%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £72,000 £72,500
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 24 October 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 24 October 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 -21 145 £57,500 -11.53% 15
East of England -1 18 £38,750 +40.90% 2
South West -17 6 £40,000 -3.03% 4
South East -12 2 - - 2
North West -21 1 £40,000 -
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 24 October 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.

1 211 (60.46%) Java
2 197 (56.45%) Algorithms
3 177 (50.72%) Computer Science
4 152 (43.55%) Big Data
5 139 (39.83%) Python
6 138 (39.54%) Degree
7 129 (36.96%) C++
8 127 (36.39%) Hadoop
9 118 (33.81%) Analytics
10 107 (30.66%) Software Engineering
11 103 (29.51%) Mathematics
12 99 (28.37%) Statistics
13 91 (26.07%) Finance
14 89 (25.50%) PhD
15 81 (23.21%) Data Mining
15 81 (23.21%) SQL
16 77 (22.06%) Agile Software Development
17 72 (20.63%) Analytical Skills
18 71 (20.34%) R
19 63 (18.05%) C#
20 61 (17.48%) Artificial Intelligence
21 56 (16.05%) NoSQL
22 54 (15.47%) Bayesian Methods
23 52 (14.90%) MATLAB
24 47 (13.47%) TDD
24 47 (13.47%) Data Structures
25 45 (12.89%) Physics
26 44 (12.61%) Multithreading
27 41 (11.75%) Natural Language Processing
28 40 (11.46%) Scala

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 24 October 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 29 (8.31%) SAS
1 29 (8.31%) Apache Spark
2 22 (6.30%) Apache Pig
3 7 (2.01%) Elasticsearch
4 1 (0.29%) Zope
4 1 (0.29%) Plone
4 1 (0.29%) NServiceBus
Applications
1 30 (8.60%) SPSS
2 11 (3.15%) CPLEX
3 10 (2.87%) Spreadsheet
4 7 (2.01%) Mathematica
5 6 (1.72%) Weka
6 4 (1.15%) S-PLUS
6 4 (1.15%) Stata
Business Applications
1 1 (0.29%) Google Analytics
Cloud Services
1 5 (1.43%) Amazon AWS
2 4 (1.15%) GitHub
2 4 (1.15%) Google Compute Engine
2 4 (1.15%) Amazon EC2
Communications & Networking
1 14 (4.01%) Internet
2 10 (2.87%) Wireless
3 6 (1.72%) 2G
3 6 (1.72%) 4G
3 6 (1.72%) 3G
4 5 (1.43%) Radio Access Network
5 2 (0.57%) HTTP
Database & Business Intelligence
1 152 (43.55%) Big Data
2 127 (36.39%) Hadoop
3 81 (23.21%) Data Mining
4 56 (16.05%) NoSQL
5 36 (10.32%) Apache Hive
6 29 (8.31%) Apache Cassandra
7 28 (8.02%) HBase
8 22 (6.30%) Relational Database
9 21 (6.02%) MongoDB
10 19 (5.44%) Mahout
10 19 (5.44%) MySQL
11 10 (2.87%) QlikView
12 9 (2.58%) Sybase ASE
12 9 (2.58%) PostgreSQL
12 9 (2.58%) Sybase IQ
13 7 (2.01%) Text Mining
13 7 (2.01%) Redis
14 3 (0.86%) Data Warehouse
15 1 (0.29%) RDBMS
15 1 (0.29%) Neo4j
Development Applications
1 25 (7.16%) Git (software)
2 12 (3.44%) Subversion
3 11 (3.15%) Ant
4 5 (1.43%) JUnit
4 5 (1.43%) PyUnit
4 5 (1.43%) Maven
4 5 (1.43%) Jenkins
5 1 (0.29%) Appium
5 1 (0.29%) JIRA
5 1 (0.29%) Selenium
5 1 (0.29%) GCC
General
1 91 (26.07%) Finance
2 30 (8.60%) Banking
3 28 (8.02%) Front Office
4 26 (7.45%) Marketing
5 13 (3.72%) Retail
6 12 (3.44%) Telecoms
6 12 (3.44%) Games
7 9 (2.58%) Advertising
8 8 (2.29%) Military
9 7 (2.01%) Pharmaceutical
10 3 (0.86%) French Language
10 3 (0.86%) German Language
11 2 (0.57%) Automotive
12 1 (0.29%) Law
12 1 (0.29%) Multimedia
12 1 (0.29%) Investment Banking
Job Titles
1 157 (44.99%) Developer
2 93 (26.65%) Data Scientist
3 61 (17.48%) Java Developer
4 35 (10.03%) C++ Developer
5 21 (6.02%) Senior Developer
6 20 (5.73%) Software Engineer
7 18 (5.16%) Front Office Developer
8 15 (4.30%) Analyst
9 14 (4.01%) Senior Java Developer
9 14 (4.01%) Real Time Software Engineer
9 14 (4.01%) Real Time Engineer
10 13 (3.72%) Python Developer
10 13 (3.72%) Data Analyst
11 10 (2.87%) Consultant
12 9 (2.58%) Technical Leader
12 9 (2.58%) C# Developer
13 8 (2.29%) Graduate
14 7 (2.01%) Software Developer
14 7 (2.01%) Research Scientist
15 6 (1.72%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 41 (11.75%) Natural Language Processing
2 25 (7.16%) Boost C++ Libraries
2 25 (7.16%) STL
3 20 (5.73%) .NET
4 16 (4.58%) ASP.NET
4 16 (4.58%) Django
4 16 (4.58%) jQuery
5 12 (3.44%) Web Services
5 12 (3.44%) HTML
5 12 (3.44%) Spring
5 12 (3.44%) Guava
6 8 (2.29%) Cascading
6 8 (2.29%) Java EE
7 7 (2.01%) Flash
7 7 (2.01%) RabbitMQ
7 7 (2.01%) HTML5
7 7 (2.01%) RESTful
8 6 (1.72%) Kafka
8 6 (1.72%) J2SE
9 5 (1.43%) JDBC
Miscellaneous
1 197 (56.45%) Algorithms
2 177 (50.72%) Computer Science
3 103 (29.51%) Mathematics
4 99 (28.37%) Statistics
5 72 (20.63%) Analytical Skills
6 61 (17.48%) Artificial Intelligence
7 47 (13.47%) Data Structures
8 45 (12.89%) Physics
9 31 (8.88%) Neural Network
10 28 (8.02%) Visualisation
11 25 (7.16%) Social Media
11 25 (7.16%) Clustering
12 13 (3.72%) Applied Mathematics
12 13 (3.72%) Smartphone
12 13 (3.72%) Hedge funds
13 12 (3.44%) Informatics
14 11 (3.15%) Economics
14 11 (3.15%) Digital Media
14 11 (3.15%) Chemistry
14 11 (3.15%) Psychology
Operating Systems
1 30 (8.60%) Linux
2 15 (4.30%) Android
3 12 (3.44%) UNIX
4 8 (2.29%) Apple iOS
5 3 (0.86%) Debian
6 2 (0.57%) Ubuntu
7 1 (0.29%) Embedded Linux
7 1 (0.29%) Windows
Processes & Methodologies
1 118 (33.81%) Analytics
2 107 (30.66%) Software Engineering
3 77 (22.06%) Agile Software Development
4 54 (15.47%) Bayesian Methods
5 47 (13.47%) TDD
6 44 (12.61%) Multithreading
7 40 (11.46%) OO
8 37 (10.60%) Data Analysis
9 35 (10.03%) MapReduce
10 30 (8.60%) Signal Processing
11 28 (8.02%) Predictive Modelling
12 26 (7.45%) Risk Analysis
13 22 (6.30%) Statistical Modelling
14 20 (5.73%) Data Modelling
15 19 (5.44%) Statistical Analysis
16 18 (5.16%) Pair Programming
17 17 (4.87%) Pattern Recognition
18 15 (4.30%) Data Analytics
18 15 (4.30%) Predictive Analytics
19 14 (4.01%) Logistic Regression
Programming Languages
1 211 (60.46%) Java
2 139 (39.83%) Python
3 129 (36.96%) C++
4 81 (23.21%) SQL
5 71 (20.34%) R
6 63 (18.05%) C#
7 52 (14.90%) MATLAB
8 40 (11.46%) Scala
9 37 (10.60%) JavaScript
10 33 (9.46%) Ruby
11 24 (6.88%) C
12 22 (6.30%) Clojure
13 11 (3.15%) Perl
14 9 (2.58%) RPG
14 9 (2.58%) Bash Shell
15 4 (1.15%) Erlang
16 2 (0.57%) Objective-C
16 2 (0.57%) Shell Script
17 1 (0.29%) Haskell
17 1 (0.29%) PHP
Qualifications
1 138 (39.54%) Degree
2 89 (25.50%) PhD
3 8 (2.29%) SC Cleared
3 8 (2.29%) Security Cleared
4 1 (0.29%) Postgraduate
Quality Assurance & Compliance
1 11 (3.15%) QA
Systems Management
1 14 (4.01%) Puppet
2 11 (3.15%) Opscode Chef
Vendors
1 13 (3.72%) Google
2 10 (2.87%) Tableau
3 9 (2.58%) ParAccel
3 9 (2.58%) Sybase
3 9 (2.58%) Reuters
3 9 (2.58%) Bloomberg
4 6 (1.72%) Facebook
5 2 (0.57%) IBM
6 1 (0.29%) Apple
6 1 (0.29%) Progress
6 1 (0.29%) BT
6 1 (0.29%) Minitab
6 1 (0.29%) Omniture
6 1 (0.29%) hybris
London
Bloomberg Careers
Posted: 11 hours ago
Cambridge, Cambridgeshire
Senitor Associates
Salary: £40000 - £50000 per annum + Benefits & High Profile Projects
Posted: 18 hours ago
Abingdon, Oxfordshire
IT Executive Ltd
Salary: £35000 - £50000 per annum + DOE
Posted: Yesterday
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: Yesterday
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: Yesterday
London
Linux Recruit
Salary: From £55,000 to £80,000 per annum
Posted: 2 days ago
London
Oliver Bernard
Salary: From £45,000 to £55,000 per annum
Posted: 2 days ago
Central London / West End
Client Server
Salary: £40k to £55k + bonus + share options
Posted: 2 days ago
City, London
Client Server
Salary: £50k to £65k + benefits
Posted: 3 days ago
London
CLIENT SERVER
Salary: £50k to £65k + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £35k to £45k + bonus + benefits
Posted: 3 days ago
Hampshire
Executive Recruitment Services (ERS)
Posted: 3 days ago
Gloucestershire
Executive Recruitment Services (ERS)
Posted: 3 days ago
City, London
Roc Search
Salary: £35000 - £50000 per annum
Posted: 4 days ago
Bristol, Avon
E-synergy Solutions
Salary: £65000 - £85000 per annum + Bonus, Benifits, Share Options
Posted: 4 days ago
Bristol, Avon
The People Network
Salary: £35000 - £45000 per annum + superb benefits
Posted: 4 days ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 6 days ago
City of London
Harrington Starr
Salary: £50000 - £55000 per annum + Benefits + Bonus
Posted: 7 days ago
Bristol
The People Network
Salary: £35000 - £45000 per annum + superb benefits
Posted: 10 days ago
London
The People Network
Salary: £65000 - £80000 per annum + 10% Bonus, Medical
Posted: 19 days ago