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 23 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
23 Sep 2014
Same period 2013 Same period 2012
Machine Learning
Rank 697 694 837
Rank change year-on-year
-3 +143
Permanent jobs citing Machine Learning 176 158 54
As % of all permanent IT jobs located in England 0.17% 0.16% 0.049%
As % of the Processes & Methodologies category 0.20% 0.20% 0.062%
Number of salaries quoted 142 136 54
Average salary £52,500 £58,750 £57,500
Average salary % change year-on-year
-10.63% +2.17%
90% offered a salary of more than £37,500 £42,500 £40,000
10% offered a salary of more than £75,000 £80,000 £82,500
UK excluding London average salary £40,000 £46,250 £38,000
% change year-on-year
-13.51% +21.71%
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
87520 80865 87791
As % of all permanent IT jobs located in England 82.06% 81.20% 79.24%
Number of salaries quoted 70546 67175 74865
Average salary £48,500 £47,500 £46,500
Average salary % change year-on-year
+2.10% +2.15%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £72,500 £72,500
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 23 September 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 23 September 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 +2 141 £60,000 -7.69% 25
East of England +10 26 £35,000 -
South East -12 5 £45,000 -5.26%
South West -33 4 £52,500 +16.66%
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 23 September 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.

1 223 (60.60%) Java
2 177 (48.10%) Computer Science
3 170 (46.20%) Big Data
4 154 (41.85%) Python
5 143 (38.86%) Hadoop
6 141 (38.32%) Degree
7 128 (34.78%) C++
8 120 (32.61%) Analytics
9 118 (32.07%) Statistics
9 118 (32.07%) Software Engineering
10 109 (29.62%) Mathematics
11 98 (26.63%) PhD
12 87 (23.64%) Data Mining
13 83 (22.55%) Finance
14 82 (22.28%) Agile Software Development
15 81 (22.01%) SQL
16 78 (21.20%) R
16 78 (21.20%) Analytical Skills
17 68 (18.48%) NoSQL
18 66 (17.93%) Bayesian Methods
19 63 (17.12%) Artificial Intelligence
20 60 (16.30%) C#
21 59 (16.03%) TDD
22 55 (14.95%) MATLAB
23 53 (14.40%) Natural Language Processing
23 53 (14.40%) Physics
24 50 (13.59%) MapReduce
25 48 (13.04%) OO
26 47 (12.77%) Apache Hive
27 46 (12.50%) Scala

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 23 September 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 23 (6.25%) SAS
2 17 (4.62%) Apache Pig
3 4 (1.09%) Node.js
4 3 (0.82%) Elasticsearch
4 3 (0.82%) Zope
4 3 (0.82%) Plone
5 2 (0.54%) Tornado
6 1 (0.27%) NServiceBus
6 1 (0.27%) Confluence
Applications
1 26 (7.07%) SPSS
2 14 (3.80%) Spreadsheet
3 9 (2.45%) CPLEX
4 8 (2.17%) Mathematica
5 7 (1.90%) Stata
6 5 (1.36%) S-PLUS
6 5 (1.36%) Weka
Business Applications
1 1 (0.27%) Google Analytics
Cloud Services
1 4 (1.09%) Google Compute Engine
2 1 (0.27%) Amazon AWS
Communications & Networking
1 18 (4.89%) Internet
2 8 (2.17%) Wireless
3 6 (1.63%) HTTP
4 4 (1.09%) 3G
4 4 (1.09%) 2G
4 4 (1.09%) 4G
5 3 (0.82%) Radio Access Network
Database & Business Intelligence
1 170 (46.20%) Big Data
2 143 (38.86%) Hadoop
3 87 (23.64%) Data Mining
4 68 (18.48%) NoSQL
5 47 (12.77%) Apache Hive
6 31 (8.42%) HBase
7 27 (7.34%) MySQL
8 26 (7.07%) Apache Cassandra
9 21 (5.71%) Mahout
10 19 (5.16%) MongoDB
10 19 (5.16%) Relational Database
11 14 (3.80%) PostgreSQL
12 9 (2.45%) Sybase IQ
12 9 (2.45%) Text Mining
12 9 (2.45%) Sybase ASE
13 6 (1.63%) QlikView
13 6 (1.63%) Redis
14 4 (1.09%) RDBMS
15 3 (0.82%) Data Warehouse
16 1 (0.27%) Amazon DynamoDB
Development Applications
1 30 (8.15%) Git (software)
2 13 (3.53%) Subversion
3 12 (3.26%) Ant
4 10 (2.72%) JUnit
4 10 (2.72%) PyUnit
5 5 (1.36%) Jenkins
5 5 (1.36%) Maven
6 2 (0.54%) JIRA
6 2 (0.54%) Selenium
General
1 83 (22.55%) Finance
2 31 (8.42%) Marketing
3 25 (6.79%) Banking
4 24 (6.52%) Games
5 23 (6.25%) Front Office
6 11 (2.99%) Retail
7 10 (2.72%) Advertising
8 9 (2.45%) Telecoms
9 4 (1.09%) Military
10 2 (0.54%) French Language
10 2 (0.54%) German Language
10 2 (0.54%) Automotive
11 1 (0.27%) Multimedia
11 1 (0.27%) Investment Banking
Job Titles
1 151 (41.03%) Developer
2 111 (30.16%) Data Scientist
3 58 (15.76%) Java Developer
4 32 (8.70%) C++ Developer
5 21 (5.71%) Software Engineer
5 21 (5.71%) Senior Developer
6 14 (3.80%) Python Developer
6 14 (3.80%) Real Time Software Engineer
6 14 (3.80%) Real Time Engineer
7 13 (3.53%) Consultant
7 13 (3.53%) Analyst
7 13 (3.53%) Front Office Developer
7 13 (3.53%) Data Analyst
8 12 (3.26%) Senior Java Developer
9 11 (2.99%) Graduate
9 11 (2.99%) Programmer
10 10 (2.72%) Development Engineer
10 10 (2.72%) Senior Development Engineer
11 9 (2.45%) Cyber Security Consultant
11 9 (2.45%) Security Engineer
Libraries, Frameworks & Software Standards
1 53 (14.40%) Natural Language Processing
2 24 (6.52%) STL
2 24 (6.52%) Boost C++ Libraries
3 23 (6.25%) .NET
4 18 (4.89%) ASP.NET
5 16 (4.35%) HTML
5 16 (4.35%) Django
5 16 (4.35%) jQuery
5 16 (4.35%) RESTful
6 13 (3.53%) Spring
7 12 (3.26%) Web Services
7 12 (3.26%) Guava
8 10 (2.72%) JDBC
9 9 (2.45%) HTML5
10 8 (2.17%) J2SE
11 7 (1.90%) Flash
11 7 (1.90%) RabbitMQ
12 6 (1.63%) SciPy
12 6 (1.63%) NumPy
12 6 (1.63%) JMS
Miscellaneous
1 177 (48.10%) Computer Science
2 118 (32.07%) Statistics
3 109 (29.62%) Mathematics
4 78 (21.20%) Analytical Skills
5 63 (17.12%) Artificial Intelligence
6 53 (14.40%) Physics
7 26 (7.07%) Social Media
8 24 (6.52%) Neural Network
9 22 (5.98%) Visualisation
10 21 (5.71%) Clustering
11 18 (4.89%) Smartphone
12 10 (2.72%) Applied Mathematics
13 9 (2.45%) Informatics
13 9 (2.45%) Chemistry
13 9 (2.45%) Psychology
13 9 (2.45%) Reference Data
13 9 (2.45%) Economics
13 9 (2.45%) Equities
13 9 (2.45%) Hedge funds
13 9 (2.45%) Digital Media
Operating Systems
1 42 (11.41%) Linux
2 22 (5.98%) Android
3 14 (3.80%) UNIX
4 9 (2.45%) Apple iOS
5 5 (1.36%) Windows
6 2 (0.54%) Debian
6 2 (0.54%) Ubuntu
6 2 (0.54%) Embedded Linux
7 1 (0.27%) VMS
Processes & Methodologies
1 120 (32.61%) Analytics
2 118 (32.07%) Software Engineering
3 82 (22.28%) Agile Software Development
4 66 (17.93%) Bayesian Methods
5 59 (16.03%) TDD
6 50 (13.59%) MapReduce
7 48 (13.04%) OO
8 44 (11.96%) Multithreading
9 41 (11.14%) Data Analysis
10 30 (8.15%) Signal Processing
11 24 (6.52%) Predictive Modelling
11 24 (6.52%) Risk Analysis
12 23 (6.25%) Statistical Modelling
13 21 (5.71%) Functional Programming
14 19 (5.16%) Data Analytics
14 19 (5.16%) Pair Programming
14 19 (5.16%) Statistical Analysis
15 17 (4.62%) Data Modelling
16 15 (4.08%) Pattern Recognition
16 15 (4.08%) Performance Monitoring
Programming Languages
1 223 (60.60%) Java
2 154 (41.85%) Python
3 128 (34.78%) C++
4 81 (22.01%) SQL
5 78 (21.20%) R
6 60 (16.30%) C#
7 55 (14.95%) MATLAB
8 46 (12.50%) JavaScript
8 46 (12.50%) Scala
9 30 (8.15%) Ruby
10 29 (7.88%) Clojure
11 24 (6.52%) C
12 17 (4.62%) Perl
13 10 (2.72%) Bash Shell
14 9 (2.45%) RPG
15 7 (1.90%) Erlang
16 3 (0.82%) Haskell
16 3 (0.82%) PHP
17 2 (0.54%) Objective-C
18 1 (0.27%) Shell Script
Qualifications
1 141 (38.32%) Degree
2 98 (26.63%) PhD
3 9 (2.45%) SC Cleared
3 9 (2.45%) Security Cleared
Quality Assurance & Compliance
1 11 (2.99%) QA
Systems Management
1 15 (4.08%) Puppet
2 12 (3.26%) Opscode Chef
Vendors
1 12 (3.26%) Google
2 9 (2.45%) ParAccel
2 9 (2.45%) Sybase
2 9 (2.45%) Reuters
2 9 (2.45%) Bloomberg
3 6 (1.63%) Tableau
3 6 (1.63%) Facebook
4 2 (0.54%) IBM
5 1 (0.27%) Apple
5 1 (0.27%) Progress
5 1 (0.27%) BT
5 1 (0.27%) Omniture
City, London
Client Server
Salary: £60k to £70k + benefits
Posted: 8 hours ago
London
CLIENT SERVER
Salary: £60k to £60k + benefits
Posted: 9 hours ago
City, London
Client Server
Salary: £35k to £45k + benefits
Posted: 10 hours ago
London
CLIENT SERVER
Salary: £35k to £45k + benefits
Posted: 11 hours ago
City, London
Client Server
Salary: £50k to £65k + benefits
Posted: 14 hours ago
London
CLIENT SERVER
Salary: £50k to £65k + benefits
Posted: 15 hours ago
London
Bridge Noble
Salary: £35000 - £50000 per annum + Stock + Benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum - Benefits & Bonus
Posted: Yesterday
City, London
TEKsystems
Salary: £40000 - £90000 per annum + benefits
Posted: 2 days ago
North West London
Harnham
Salary: £40000 - £65000 per annum
Posted: 2 days ago
City, London
Harnham
Salary: £50000 - £85000 per annum + Bonus, Pension
Posted: 2 days ago
City, London
TEKsystems
Salary: £60000 - £90000 per annum + Benefits and Bonus
Posted: 3 days ago
City, London
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Salary: £55000 - £60000 per annum + Benefits + Bonus
Posted: 4 days ago
London
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City, London
Oliver James Associates
Posted: 5 days ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
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London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: 5 days ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 5 days ago
London
Lorien Resourcing
Salary: £40000 - £50000 per annum + bonus, pension and other benefits
Posted: 6 days ago
London
The People Network
Salary: £65000 - £80000 per annum + 10% Bonus, Medical
Posted: 8 days ago