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 4 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Mar 2015
Same period 2014 Same period 2013
Machine Learning
Rank 670 669 711
Rank change year-on-year
-1 +42
Permanent jobs citing Machine Learning 189 194 145
As % of all permanent IT jobs located in England 0.19% 0.20% 0.14%
As % of the Processes & Methodologies category 0.23% 0.24% 0.18%
Number of salaries quoted 173 188 109
Average salary £62,500 £52,500 £61,250
Average salary % change year-on-year
+19.04% -14.28%
90% offered a salary of more than £37,250 £37,500 £38,000
10% offered a salary of more than £87,500 £76,400 £72,500
UK excluding London average salary £42,500 £37,500 £38,000
% change year-on-year
+13.33% -1.31%
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
82183 81805 80664
As % of all permanent IT jobs located in England 82.86% 82.39% 80.12%
Number of salaries quoted 67588 65765 67902
Average salary £49,500 £47,500 £46,000
Average salary % change year-on-year
+4.21% +3.26%
90% offered a salary of more than £32,000 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 4 March 2015.

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 4 March 2015. 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 +11 143 £67,500 +12.50% 25
South East -5 33 £42,500 +13.33% 4
East of England -6 6 £48,750 +34.48% 4
South West -18 5 £40,000 -11.11%
West Midlands - 2 £40,000 -
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 4 March 2015, 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.

1 201 (52.62%) Python
2 194 (50.79%) Big Data
3 192 (50.26%) Computer Science
4 186 (48.69%) Algorithms
5 177 (46.34%) Analytics
6 162 (42.41%) Java
7 129 (33.77%) Degree
8 120 (31.41%) Hadoop
9 117 (30.63%) C++
10 116 (30.37%) R
11 113 (29.58%) PhD
12 103 (26.96%) SQL
12 103 (26.96%) Mathematics
13 99 (25.92%) Agile Software Development
14 98 (25.65%) Finance
15 93 (24.35%) Data Mining
16 86 (22.51%) Artificial Intelligence
17 78 (20.42%) Statistics
18 76 (19.90%) Neural Network
19 72 (18.85%) NoSQL
20 67 (17.54%) Software Engineering
21 64 (16.75%) Analytical Skills
22 63 (16.49%) Statistical Modelling
22 63 (16.49%) Visualisation
23 61 (15.97%) Predictive Analytics
24 57 (14.92%) MATLAB
25 52 (13.61%) C#
26 51 (13.35%) Business Intelligence
27 48 (12.57%) SAS
27 48 (12.57%) Data Analysis

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 4 March 2015, 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 48 (12.57%) SAS
2 35 (9.16%) Apache Pig
3 30 (7.85%) Apache Spark
4 19 (4.97%) Elasticsearch
4 19 (4.97%) SharePoint
5 8 (2.09%) CMS
6 7 (1.83%) Node.js
7 2 (0.52%) GlassFish
7 2 (0.52%) Tomcat
8 1 (0.26%) Apache Solr
8 1 (0.26%) NServiceBus
Applications
1 36 (9.42%) SPSS
2 9 (2.36%) CPLEX
3 8 (2.09%) Stata
4 7 (1.83%) Weka
5 3 (0.79%) Mathematica
6 2 (0.52%) S-PLUS
6 2 (0.52%) MS Excel
Business Applications
1 3 (0.79%) Google Analytics
Cloud Services
1 24 (6.28%) Microsoft Azure
2 10 (2.62%) Amazon AWS
3 5 (1.31%) Amazon EC2
3 5 (1.31%) GitHub
3 5 (1.31%) SaaS
4 4 (1.05%) Google Cloud Platform
4 4 (1.05%) Cloud Computing
Communications & Networking
1 10 (2.62%) TCP/IP
2 5 (1.31%) HTTP
2 5 (1.31%) SNMP
3 4 (1.05%) Radio Access Network
3 4 (1.05%) 4G
3 4 (1.05%) Wireless
3 4 (1.05%) 3G
3 4 (1.05%) 2G
4 3 (0.79%) Firewall
4 3 (0.79%) Intrusion Detection
5 2 (0.52%) Internet
Database & Business Intelligence
1 194 (50.79%) Big Data
2 120 (31.41%) Hadoop
3 93 (24.35%) Data Mining
4 72 (18.85%) NoSQL
5 31 (8.12%) MongoDB
5 31 (8.12%) SQL Server
5 31 (8.12%) QlikView
6 28 (7.33%) Apache Hive
7 27 (7.07%) Relational Database
8 26 (6.81%) Apache Cassandra
8 26 (6.81%) Data Warehouse
9 19 (4.97%) SQL Server Integration Services
9 19 (4.97%) SQL Server Reporting Services
9 19 (4.97%) SQL Server Analysis Services
9 19 (4.97%) MySQL
10 18 (4.71%) Mahout
11 17 (4.45%) HBase
12 13 (3.40%) PostgreSQL
13 11 (2.88%) Redis
14 6 (1.57%) SQL Server 2008
Development Applications
1 6 (1.57%) Git (software)
2 4 (1.05%) Subversion
2 4 (1.05%) Ant
3 2 (0.52%) Maven
3 2 (0.52%) JUnit
4 1 (0.26%) Jenkins
4 1 (0.26%) Hudson
4 1 (0.26%) GCC
General
1 98 (25.65%) Finance
2 24 (6.28%) Banking
3 20 (5.24%) Marketing
4 16 (4.19%) Pharmaceutical
5 14 (3.66%) Retail
6 12 (3.14%) Front Office
7 10 (2.62%) Telecoms
8 8 (2.09%) Military
9 7 (1.83%) French Language
9 7 (1.83%) German Language
10 3 (0.79%) Games
11 2 (0.52%) Law
12 1 (0.26%) Publishing
12 1 (0.26%) Multimedia
12 1 (0.26%) Investment Banking
Job Titles
1 141 (36.91%) Developer
2 125 (32.72%) Data Scientist
3 55 (14.40%) Java Developer
4 30 (7.85%) C++ Developer
5 23 (6.02%) Software Engineer
6 22 (5.76%) Consultant
7 19 (4.97%) Microsoft BI Consultant
7 19 (4.97%) Microsoft Consultant
7 19 (4.97%) Business Intelligence Consultant
7 19 (4.97%) Business Consultant
8 18 (4.71%) Python Developer
9 17 (4.45%) Analyst
10 14 (3.66%) Data Analyst
11 12 (3.14%) Front Office Developer
11 12 (3.14%) Senior Developer
12 11 (2.88%) C++ Software Engineer
13 10 (2.62%) Quantitative Developer
14 9 (2.36%) Python/Django Developer
14 9 (2.36%) Principal Consultant
15 7 (1.83%) Research Engineer
Libraries, Frameworks & Software Standards
1 38 (9.95%) Natural Language Processing
2 28 (7.33%) .NET
3 24 (6.28%) Boost C++ Libraries
3 24 (6.28%) STL
4 21 (5.50%) Java EE
5 18 (4.71%) Web Services
6 13 (3.40%) D3.js
7 9 (2.36%) Pandas
7 9 (2.36%) Django
8 8 (2.09%) jQuery
9 6 (1.57%) Cascading
9 6 (1.57%) Spring
10 5 (1.31%) ASP.NET
10 5 (1.31%) HTML
10 5 (1.31%) WPF
10 5 (1.31%) REST
10 5 (1.31%) HTML5
10 5 (1.31%) SciPy
10 5 (1.31%) NumPy
11 4 (1.05%) CSS3
Miscellaneous
1 192 (50.26%) Computer Science
2 186 (48.69%) Algorithms
3 103 (26.96%) Mathematics
4 86 (22.51%) Artificial Intelligence
5 78 (20.42%) Statistics
6 76 (19.90%) Neural Network
7 64 (16.75%) Analytical Skills
8 63 (16.49%) Visualisation
9 39 (10.21%) Data Structures
10 31 (8.12%) Physics
11 30 (7.85%) Social Media
11 30 (7.85%) Mobile App
12 28 (7.33%) Applied Mathematics
12 28 (7.33%) Open Source
13 25 (6.54%) Clustering
14 18 (4.71%) Hedge funds
15 14 (3.66%) Economics
16 11 (2.88%) Digital Media
17 10 (2.62%) Informatics
18 9 (2.36%) User Experience
Operating Systems
1 31 (8.12%) Linux
2 16 (4.19%) Windows
3 13 (3.40%) Apple iOS
4 11 (2.88%) Android
5 9 (2.36%) UNIX
6 5 (1.31%) CentOS
7 2 (0.52%) Windows 7
7 2 (0.52%) Embedded Linux
7 2 (0.52%) Debian
Processes & Methodologies
1 177 (46.34%) Analytics
2 99 (25.92%) Agile Software Development
3 67 (17.54%) Software Engineering
4 63 (16.49%) Statistical Modelling
5 61 (15.97%) Predictive Analytics
6 51 (13.35%) Business Intelligence
7 48 (12.57%) Data Analysis
8 46 (12.04%) OO
9 34 (8.90%) Bayesian Methods
10 31 (8.12%) Multithreading
11 30 (7.85%) Predictive Modelling
12 28 (7.33%) Data Modelling
13 26 (6.81%) MapReduce
14 25 (6.54%) Performance Management
14 25 (6.54%) Business Analysis
15 24 (6.28%) Logistic Regression
16 23 (6.02%) Signal Processing
16 23 (6.02%) Scrum
17 22 (5.76%) Risk Analysis
17 22 (5.76%) Statistical Analysis
Programming Languages
1 201 (52.62%) Python
2 162 (42.41%) Java
3 117 (30.63%) C++
4 116 (30.37%) R
5 103 (26.96%) SQL
6 57 (14.92%) MATLAB
7 52 (13.61%) C#
8 48 (12.57%) Scala
9 46 (12.04%) Ruby
10 29 (7.59%) JavaScript
11 26 (6.81%) C
12 19 (4.97%) Clojure
13 5 (1.31%) Perl
14 4 (1.05%) Objective-C
14 4 (1.05%) Shell Script
15 3 (0.79%) Bash Shell
16 2 (0.52%) Haskell
16 2 (0.52%) Erlang
16 2 (0.52%) F#
16 2 (0.52%) Embedded C++
Qualifications
1 129 (33.77%) Degree
2 113 (29.58%) PhD
3 13 (3.40%) SC Cleared
3 13 (3.40%) Security Cleared
4 10 (2.62%) Microsoft Certification
5 4 (1.05%) VCP4
5 4 (1.05%) PMP
5 4 (1.05%) PMI Certification
6 1 (0.26%) Postgraduate
6 1 (0.26%) DV Cleared
Quality Assurance & Compliance
1 1 (0.26%) QA
System Software
1 6 (1.57%) Active Directory
Systems Management
1 5 (1.31%) Opscode Chef
2 4 (1.05%) Puppet
Vendors
1 38 (9.95%) Microsoft
2 33 (8.64%) Tableau
3 21 (5.50%) Oracle
4 18 (4.71%) Google
5 6 (1.57%) IBM
6 5 (1.31%) Facebook
7 2 (0.52%) Apple
8 1 (0.26%) Progress
8 1 (0.26%) Minitab
8 1 (0.26%) hybris
London
Initi8 Recruitment
Salary: £65000 - £75000 Per Annum
Posted: 57 minutes ago
City, London
Client Server
Salary: £60k to £70k + benefits
Posted: 3 hours ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 4 hours ago
London
ANSON MCCADE
Salary: Up to £57,000 per annum with benefits
Posted: 4 hours ago
Abingdon, Oxfordshire
IT Executive Ltd
Salary: £35000 - £50000 per annum + DOE
Posted: 5 hours ago
City, London
Parallel Consulting
Salary: £31000 - £60000 per annum + bonus, benefits, healthcare
Posted: 9 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50,000 DOE + equity + benefits
Posted: 10 hours ago
City, London
Client Server
Salary: £55k to £70k + benefits
Posted: 11 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50,000 DoE + Benefits / Stock
Posted: Yesterday
Abingdon, Oxfordshire
IT Connections
Salary: £30,000 to £35,000
Posted: Yesterday
Guildford, Surrey
Shareforce Ltd - Altius
Salary: Bens +Bonus
Posted: Yesterday
Guildford, Surrey
Shareforce Ltd - Altius
Salary: Benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £80000 per annum, Benefits Benefits
Posted: 2 days ago
London
Purple Consultancy
Salary: £55000 - £700000 per annum
Posted: 2 days ago
Manchester, Lancashire
Dunnhumby
Posted: 2 days ago
London
Harnham
Salary: £35000 - £50000 per annum + bonus and benefits
Posted: 3 days ago
London
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Salary: £60000 - £100000 per annum + bonus and benefits
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Manchester, Lancashire
Big Wednesday Digital Ltd
Posted: 6 days ago
London
Big Wednesday Digital Ltd
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London
Big Wednesday Digital Ltd
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