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 30 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
30 Jul 2014
Same period 2013 Same period 2012
Machine Learning
Rank 695 773 789
Rank change year-on-year
+78 +16
Permanent jobs citing Machine Learning 177 72 86
As % of all permanent IT jobs located in England 0.16% 0.071% 0.077%
As % of the Processes & Methodologies category 0.20% 0.090% 0.100%
Number of salaries quoted 157 49 83
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 £72,500 £75,000 £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
87927 80192 86198
As % of all permanent IT jobs located in England 80.43% 78.81% 77.60%
Number of salaries quoted 71391 66120 73967
Average salary £49,000 £47,500 £47,000
Average salary % change year-on-year
+3.15% +1.06%
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 £40,500 £40,000
% change year-on-year
+4.93% +1.25%
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 30 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 30 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 +21 122 £60,000 +2.12% 15
East of England +18 30 £35,000 - 3
South East -9 13 £42,500 -19.04% 1
South West -7 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 30 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.

1 249 (60.58%) Java
2 199 (48.42%) Computer Science
3 190 (46.23%) Big Data
4 171 (41.61%) Python
5 168 (40.88%) Degree
6 159 (38.69%) Hadoop
7 145 (35.28%) Mathematics
8 140 (34.06%) Software Engineering
8 140 (34.06%) C++
9 138 (33.58%) Statistics
10 115 (27.98%) PhD
11 114 (27.74%) Analytics
12 98 (23.84%) R
13 90 (21.90%) Data Mining
14 77 (18.73%) NoSQL
15 74 (18.00%) C#
15 74 (18.00%) Natural Language Processing
16 71 (17.27%) Artificial Intelligence
17 69 (16.79%) Physics
18 68 (16.55%) SQL
19 65 (15.82%) TDD
19 65 (15.82%) Scala
20 64 (15.57%) MATLAB
21 61 (14.84%) Agile Software Development
22 59 (14.36%) OO
23 58 (14.11%) Finance
24 57 (13.87%) MapReduce
25 56 (13.63%) Apache Hive
26 54 (13.14%) Linux
26 54 (13.14%) JavaScript

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 30 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 17 (4.14%) Apache Pig
2 15 (3.65%) SAS
3 8 (1.95%) Node.js
4 7 (1.70%) Tornado
5 5 (1.22%) Elasticsearch
5 5 (1.22%) Zope
5 5 (1.22%) Plone
6 2 (0.49%) Apache Solr
7 1 (0.24%) Confluence
Applications
1 19 (4.62%) SPSS
2 12 (2.92%) Spreadsheet
3 7 (1.70%) Stata
4 6 (1.46%) CPLEX
4 6 (1.46%) Mathematica
5 5 (1.22%) S-PLUS
6 4 (0.97%) Weka
Business Applications
1 1 (0.24%) Google Analytics
Cloud Services
1 1 (0.24%) Amazon AWS
1 1 (0.24%) Cloud Computing
Communications & Networking
1 24 (5.84%) Internet
2 9 (2.19%) HTTP
2 9 (2.19%) Wireless
3 4 (0.97%) DAB
Database & Business Intelligence
1 190 (46.23%) Big Data
2 159 (38.69%) Hadoop
3 90 (21.90%) Data Mining
4 77 (18.73%) NoSQL
5 56 (13.63%) Apache Hive
6 38 (9.25%) MySQL
7 34 (8.27%) Apache Cassandra
8 27 (6.57%) HBase
9 25 (6.08%) Mahout
10 22 (5.35%) MongoDB
11 15 (3.65%) PostgreSQL
12 13 (3.16%) Relational Database
12 13 (3.16%) Text Mining
13 10 (2.43%) Redis
14 9 (2.19%) Sybase IQ
14 9 (2.19%) Sybase ASE
15 7 (1.70%) RDBMS
16 3 (0.73%) Data Warehouse
17 1 (0.24%) Amazon DynamoDB
17 1 (0.24%) Amazon Redshift
Development Applications
1 24 (5.84%) Git (software)
2 15 (3.65%) Subversion
3 12 (2.92%) Ant
4 10 (2.43%) PyUnit
4 10 (2.43%) JUnit
5 2 (0.49%) JIRA
5 2 (0.49%) Selenium
6 1 (0.24%) Jenkins
6 1 (0.24%) Maven
General
1 58 (14.11%) Finance
2 34 (8.27%) Games
3 33 (8.03%) Marketing
4 17 (4.14%) Front Office
5 12 (2.92%) Banking
6 11 (2.68%) Advertising
7 8 (1.95%) Retail
8 6 (1.46%) Telecoms
9 2 (0.49%) French Language
9 2 (0.49%) German Language
9 2 (0.49%) Automotive
Job Titles
1 168 (40.88%) Developer
2 121 (29.44%) Data Scientist
3 75 (18.25%) Java Developer
4 32 (7.79%) Software Engineer
5 28 (6.81%) Programmer
5 28 (6.81%) C++ Developer
6 19 (4.62%) Python Developer
7 18 (4.38%) Consultant
7 18 (4.38%) Senior Developer
8 17 (4.14%) Java Programmer
9 16 (3.89%) Real Time Software Engineer
9 16 (3.89%) Real Time Engineer
9 16 (3.89%) Analyst
10 14 (3.41%) Junior
11 13 (3.16%) Graduate
12 12 (2.92%) Security Engineer
12 12 (2.92%) Security Consultant
12 12 (2.92%) Cyber Security Consultant
13 11 (2.68%) Data Analyst
14 10 (2.43%) Development Engineer
Libraries, Frameworks & Software Standards
1 74 (18.00%) Natural Language Processing
2 57 (13.87%) MapReduce
3 31 (7.54%) HTML
4 27 (6.57%) .NET
5 23 (5.60%) STL
5 23 (5.60%) Boost C++ Libraries
6 22 (5.35%) ASP.NET
7 21 (5.11%) RESTful
8 17 (4.14%) HTML5
9 16 (3.89%) Spring
10 15 (3.65%) Web Services
10 15 (3.65%) CSS
11 14 (3.41%) jQuery
12 12 (2.92%) Django
13 10 (2.43%) SciPy
13 10 (2.43%) NumPy
13 10 (2.43%) JDBC
14 9 (2.19%) J2SE
14 9 (2.19%) RabbitMQ
15 8 (1.95%) iOS SDK
Miscellaneous
1 199 (48.42%) Computer Science
2 145 (35.28%) Mathematics
3 138 (33.58%) Statistics
4 71 (17.27%) Artificial Intelligence
5 69 (16.79%) Physics
6 26 (6.33%) Smartphone
7 25 (6.08%) Social Media
8 17 (4.14%) Neural Network
9 15 (3.65%) Mobile App
10 14 (3.41%) Clustering
11 13 (3.16%) Visualisation
12 9 (2.19%) Equities
12 9 (2.19%) Psychology
12 9 (2.19%) Reference Data
13 8 (1.95%) iPhone
13 8 (1.95%) Open Source
14 7 (1.70%) Applied Mathematics
15 6 (1.46%) Informatics
15 6 (1.46%) Chemistry
15 6 (1.46%) Economics
Operating Systems
1 54 (13.14%) Linux
2 35 (8.52%) Android
3 15 (3.65%) Apple iOS
4 12 (2.92%) UNIX
4 12 (2.92%) Windows
5 6 (1.46%) Ubuntu
5 6 (1.46%) Embedded Linux
6 4 (0.97%) CentOS
6 4 (0.97%) Mac OS X
7 1 (0.24%) VMS
Processes & Methodologies
1 140 (34.06%) Software Engineering
2 114 (27.74%) Analytics
3 65 (15.82%) TDD
4 61 (14.84%) Agile Software Development
5 59 (14.36%) OO
6 44 (10.71%) Data Analysis
7 36 (8.76%) Signal Processing
8 30 (7.30%) Multithreading
9 27 (6.57%) Statistical Analysis
10 24 (5.84%) Predictive Modelling
11 23 (5.60%) Big Data Analytics
12 20 (4.87%) Data Modelling
12 20 (4.87%) Statistical Modelling
13 19 (4.62%) OOP
14 17 (4.14%) Cyber Security
14 17 (4.14%) Pair Programming
15 16 (3.89%) Data Analytics
16 15 (3.65%) Pattern Recognition
17 14 (3.41%) Logistic Regression
17 14 (3.41%) Risk Analysis
Programming Languages
1 249 (60.58%) Java
2 171 (41.61%) Python
3 140 (34.06%) C++
4 98 (23.84%) R
5 74 (18.00%) C#
6 68 (16.55%) SQL
7 65 (15.82%) Scala
8 64 (15.57%) MATLAB
9 54 (13.14%) JavaScript
10 36 (8.76%) C
10 36 (8.76%) Clojure
11 25 (6.08%) Ruby
12 20 (4.87%) Perl
13 12 (2.92%) PHP
14 11 (2.68%) Erlang
15 9 (2.19%) RPG
16 8 (1.95%) Bash Shell
17 3 (0.73%) Haskell
18 1 (0.24%) Objective-C
18 1 (0.24%) Lua
Qualifications
1 168 (40.88%) Degree
2 115 (27.98%) PhD
3 13 (3.16%) Security Cleared
4 12 (2.92%) SC Cleared
Quality Assurance & Compliance
1 9 (2.19%) QA
Systems Management
1 21 (5.11%) Puppet
2 18 (4.38%) Opscode Chef
3 4 (0.97%) Ganglia
3 4 (0.97%) Nagios
4 1 (0.24%) Oozie
Vendors
1 16 (3.89%) Google
2 14 (3.41%) Facebook
3 9 (2.19%) ParAccel
3 9 (2.19%) Sybase
3 9 (2.19%) Reuters
3 9 (2.19%) Bloomberg
4 4 (0.97%) Sun
5 2 (0.49%) IBM
6 1 (0.24%) Rackspace
6 1 (0.24%) Apple
6 1 (0.24%) BT
6 1 (0.24%) Omniture
Hatfield, Hertfordshire
Deerfoot IT Resources Ltd
Salary: £55000 per annum
Posted: 21 hours ago
London
Client Server
Salary: £40k to £45k + bonus (c50%)
Posted: 21 hours ago
London
The People Network
Salary: £65000 - £80000 per annum + 10% Bonus, Medical
Posted: Yesterday
West London
Pioneer Search
Salary: £0.00 - £40000 per annum + Bonus
Posted: Yesterday
London
Burns Sheehan
Salary: £40000 - £45000 per annum + Bonus + Benefits
Posted: Yesterday
Hatfield, Hertfordshire
Understanding Recruitment
Salary: £30000 - £45000 per annum + be-shares,health,pension+more
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
City, London
Aston Carter
Salary: £50000 - £100000 per annum + benefits
Posted: 3 days ago
Central London / West End
ARC IT Recruitment Ltd
Salary: £50000 Per Annum
Posted: 4 days ago
London
Oxford Knight
Posted: 4 days ago
London
Ability Resourcing
Salary: £45000 - £55000 per annum + Options
Posted: 5 days ago
London
Monarch Recruitment
Salary: £30000 to £55000 per annum
Posted: 6 days ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 6 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £28000 to £60000 per annum - share options
Posted: 6 days ago
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Amazon
Posted: 14 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 27 days ago