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 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank 364 581 601
Rank change year-on-year
+217 +20
Permanent jobs citing Machine Learning 781 370 335
As % of all permanent IT jobs located in England 0.83% 0.37% 0.34%
As % of the Processes & Methodologies category 0.95% 0.44% 0.40%
Number of salaries quoted 706 314 306
Average salary £60,000 £60,000 £60,000
90% offered a salary of more than £42,469 £40,000 £37,500
10% offered a salary of more than £90,000 £85,000 £80,000
UK excluding London average salary £55,000 £42,500 £40,000
% change year-on-year
+29.41% +6.25%
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
82058 84649 83361
As % of all permanent IT jobs located in England 86.88% 85.27% 85.04%
Number of salaries quoted 68908 70120 67040
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 11 February 2016.

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 11 February 2016. 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 +167 570 £65,000 - 82
South East +39 78 £55,000 +15.78% 14
North West +90 64 £60,000 - 6
East of England +15 29 £47,500 +18.75% 6
South West -4 27 £52,500 +31.25% 2
East Midlands +5 8 £67,500 - 1
Yorkshire +10 3 £45,000 +87.50% 2
North East - 3 £43,750 -
West Midlands -20 1 £40,000 -13.51% 1
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 11 February 2016, 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.

1 808 (59.85%) Python
2 605 (44.81%) Analytics
3 599 (44.37%) Big Data
4 524 (38.81%) Java
5 504 (37.33%) R
6 498 (36.89%) Algorithms
7 465 (34.44%) SQL
8 457 (33.85%) Computer Science
9 450 (33.33%) Degree
10 445 (32.96%) Hadoop
11 358 (26.52%) Mathematics
12 349 (25.85%) Agile Software Development
13 347 (25.70%) PhD
14 338 (25.04%) Finance
15 322 (23.85%) Statistics
16 318 (23.56%) NoSQL
17 300 (22.22%) C++
18 290 (21.48%) Analytical Skills
19 258 (19.11%) Data Mining
20 229 (16.96%) Scala
21 228 (16.89%) Software Engineering
22 220 (16.30%) Apache Spark
23 212 (15.70%) JavaScript
24 210 (15.56%) C#
25 206 (15.26%) Visualisation
26 203 (15.04%) MATLAB
27 202 (14.96%) Data Analytics
28 181 (13.41%) Business Intelligence
29 175 (12.96%) Natural Language Processing
30 170 (12.59%) OO

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 11 February 2016, 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
1 220 (16.30%) Apache Spark
2 116 (8.59%) SAS
3 98 (7.26%) Apache Pig
4 74 (5.48%) Elasticsearch
5 59 (4.37%) Apache
6 54 (4.00%) Node.js
7 29 (2.15%) SharePoint
8 15 (1.11%) Apache Solr
9 14 (1.04%) CMS
10 12 (0.89%) Umbraco
11 7 (0.52%) MS Exchange
12 6 (0.44%) Tomcat
13 5 (0.37%) Confluence
14 4 (0.30%) SharePoint Server
15 3 (0.22%) IPython
16 1 (0.074%) CloudStack
16 1 (0.074%) GlassFish
16 1 (0.074%) Joomla!
16 1 (0.074%) nginx
16 1 (0.074%) Oracle Coherence
Applications
1 38 (2.81%) MS Excel
2 20 (1.48%) SPSS
3 16 (1.19%) GNU Octave
4 14 (1.04%) Mathematica
5 10 (0.74%) MS Office
5 10 (0.74%) Weka
6 7 (0.52%) Gephi
6 7 (0.52%) MS PowerPoint
7 6 (0.44%) Adobe Illustrator
7 6 (0.44%) MS Visio
7 6 (0.44%) OmniGraffle
8 2 (0.15%) CPLEX
8 2 (0.15%) Simulink
Business Applications
1 5 (0.37%) SAP Oil and Gas
Cloud Services
1 121 (8.96%) Amazon AWS
2 61 (4.52%) Microsoft Azure
3 35 (2.59%) Cloud Computing
4 16 (1.19%) IaaS
4 16 (1.19%) SaaS
5 15 (1.11%) Azure Machine Learning
6 12 (0.89%) Amazon EC2
6 12 (0.89%) Amazon S3
6 12 (0.89%) Google Cloud Platform
7 11 (0.81%) Google Analytics
7 11 (0.81%) PaaS
8 7 (0.52%) Amazon EMR
8 7 (0.52%) GitHub
9 2 (0.15%) Amazon ELB
9 2 (0.15%) AWS Elastic Beanstalk
10 1 (0.074%) AdWords
10 1 (0.074%) Amazon Kinesis
10 1 (0.074%) Google App Engine
Communications & Networking
1 45 (3.33%) HTTP
2 35 (2.59%) Internet
3 21 (1.56%) Network Security
4 17 (1.26%) Firewall
5 8 (0.59%) Wireless
6 3 (0.22%) Skype
7 2 (0.15%) Broadband
7 2 (0.15%) Intrusion Detection
7 2 (0.15%) TCP/IP
7 2 (0.15%) Wireshark
8 1 (0.074%) HTTPS
8 1 (0.074%) Remote Desktop
8 1 (0.074%) SNA
8 1 (0.074%) SSH
8 1 (0.074%) VPN
Database & Business Intelligence
1 599 (44.37%) Big Data
2 445 (32.96%) Hadoop
3 318 (23.56%) NoSQL
4 258 (19.11%) Data Mining
5 154 (11.41%) MongoDB
6 153 (11.33%) Apache Hive
7 127 (9.41%) Apache Cassandra
8 121 (8.96%) SQL Server
9 96 (7.11%) Data Warehouse
10 79 (5.85%) PostgreSQL
11 66 (4.89%) MySQL
12 63 (4.67%) Relational Database
13 49 (3.63%) QlikView
14 47 (3.48%) Mahout
15 42 (3.11%) Text Mining
16 40 (2.96%) HBase
16 40 (2.96%) SQL Server Integration Services
17 39 (2.89%) SQL Server Reporting Services
18 38 (2.81%) SQL Server Analysis Services
19 36 (2.67%) Power BI
Development Applications
1 82 (6.07%) Git (software)
2 22 (1.63%) NUnit
3 21 (1.56%) Jenkins
4 20 (1.48%) Maven
5 18 (1.33%) Team Foundation Server
6 17 (1.26%) Subversion
7 16 (1.19%) JUnit
8 14 (1.04%) Jasmine
9 12 (0.89%) JIRA
10 11 (0.81%) Eclipse
11 9 (0.67%) Ant
11 9 (0.67%) Moq
12 8 (0.59%) Grunt
12 8 (0.59%) JMeter
13 7 (0.52%) ANTLR
13 7 (0.52%) Mercurial
14 6 (0.44%) Axure RP
14 6 (0.44%) gulp
15 5 (0.37%) TeamCity
16 4 (0.30%) Selenium
General
1 338 (25.04%) Finance
2 116 (8.59%) Marketing
3 84 (6.22%) Retail
4 41 (3.04%) Games
5 34 (2.52%) Banking
6 29 (2.15%) Advertising
6 29 (2.15%) Automotive
7 24 (1.78%) Law
8 21 (1.56%) Aerospace
9 18 (1.33%) Pharmaceutical
9 18 (1.33%) Telecoms
10 16 (1.19%) Front Office
11 13 (0.96%) Investment Banking
11 13 (0.96%) Manufacturing
12 9 (0.67%) Electronics
12 9 (0.67%) Publishing
13 8 (0.59%) Financial Institution
14 6 (0.44%) Music Industry
15 5 (0.37%) Multimedia
16 1 (0.074%) French Language
Job Titles
1 446 (33.04%) Developer
2 424 (31.41%) Data Scientist
3 139 (10.30%) Senior Data Scientist
4 116 (8.59%) Java Developer
5 113 (8.37%) Python Developer
6 81 (6.00%) Machine Learning Scientist
7 77 (5.70%) Senior Developer
8 75 (5.56%) Machine Learning Developer
9 71 (5.26%) C# Developer
10 68 (5.04%) C++ Developer
11 65 (4.81%) Software Engineer
12 63 (4.67%) Architect
13 47 (3.48%) Machine Learning Engineer
14 44 (3.26%) Data Architect
15 43 (3.19%) Consultant
16 42 (3.11%) JavaScript Developer
17 39 (2.89%) Analyst
18 38 (2.81%) .NET Developer
19 35 (2.59%) Big Data Engineer
19 35 (2.59%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 175 (12.96%) Natural Language Processing
2 158 (11.70%) .NET
3 126 (9.33%) HTML
4 122 (9.04%) CSS
5 120 (8.89%) AngularJS
6 117 (8.67%) Web Services
7 88 (6.52%) D3.js
8 54 (4.00%) HTML5
8 54 (4.00%) Pandas
9 53 (3.93%) ASP.NET
10 52 (3.85%) SciPy
10 52 (3.85%) Spring
10 52 (3.85%) WCF
11 51 (3.78%) NumPy
12 45 (3.33%) XML
13 44 (3.26%) .NET Framework
14 40 (2.96%) RESTful
14 40 (2.96%) WPF
15 39 (2.89%) Kafka
16 38 (2.81%) REST
Miscellaneous
1 498 (36.89%) Algorithms
2 457 (33.85%) Computer Science
3 358 (26.52%) Mathematics
4 322 (23.85%) Statistics
5 290 (21.48%) Analytical Skills
6 206 (15.26%) Visualisation
7 156 (11.56%) Physics
8 136 (10.07%) Artificial Intelligence
9 77 (5.70%) Hedge funds
10 60 (4.44%) Mobile App
10 60 (4.44%) Neural Network
11 56 (4.15%) Applied Mathematics
12 54 (4.00%) Fintech
13 43 (3.19%) User Experience
14 37 (2.74%) Data Structures
15 24 (1.78%) Blog
16 23 (1.70%) Economics
17 22 (1.63%) Foreign Exchange (FX)
17 22 (1.63%) Social Media
18 18 (1.33%) Equities
Operating Systems
1 122 (9.04%) Linux
2 46 (3.41%) Unix
3 33 (2.44%) Windows
4 29 (2.15%) Android
5 27 (2.00%) Apple iOS
6 13 (0.96%) Ubuntu
7 12 (0.89%) Debian
8 11 (0.81%) Windows Server
9 5 (0.37%) Mac OS X
10 4 (0.30%) Windows 10
11 2 (0.15%) CentOS
Processes & Methodologies
1 605 (44.81%) Analytics
2 349 (25.85%) Agile Software Development
3 228 (16.89%) Software Engineering
4 202 (14.96%) Data Analytics
5 181 (13.41%) Business Intelligence
6 170 (12.59%) OO
7 161 (11.93%) Data Analysis
8 160 (11.85%) TDD
9 117 (8.67%) Predictive Analytics
10 114 (8.44%) Predictive Modelling
11 113 (8.37%) Data Visualisation
12 103 (7.63%) Open Source
13 100 (7.41%) Statistical Modelling
14 95 (7.04%) Mentoring
15 94 (6.96%) Data Modelling
16 79 (5.85%) Statistical Analysis
17 77 (5.70%) Continuous Integration
17 77 (5.70%) DevOps
17 77 (5.70%) MapReduce
18 68 (5.04%) Bayesian Methods
Programming Languages
1 808 (59.85%) Python
2 524 (38.81%) Java
3 504 (37.33%) R
4 465 (34.44%) SQL
5 300 (22.22%) C++
6 229 (16.96%) Scala
7 212 (15.70%) JavaScript
8 210 (15.56%) C#
9 203 (15.04%) MATLAB
10 84 (6.22%) C
11 64 (4.74%) Ruby
12 60 (4.44%) Perl
13 56 (4.15%) PHP
14 34 (2.52%) Clojure
15 25 (1.85%) Erlang
16 22 (1.63%) Shell Script
17 19 (1.41%) F#
18 15 (1.11%) Lua
19 13 (0.96%) Objective-C
20 12 (0.89%) COBOL
Qualifications
1 450 (33.33%) Degree
2 347 (25.70%) PhD
3 18 (1.33%) Microsoft Certification
4 13 (0.96%) Postgraduate
5 12 (0.89%) Security Cleared
6 10 (0.74%) PMI Certification
7 5 (0.37%) PMP
7 5 (0.37%) SC Cleared
8 4 (0.30%) MCSE
9 3 (0.22%) BPSS Clearance
9 3 (0.22%) DV Cleared
9 3 (0.22%) ISEB
10 2 (0.15%) MCDBA
10 2 (0.15%) MCITP
10 2 (0.15%) MCP
10 2 (0.15%) MCSD
11 1 (0.074%) ACCA
11 1 (0.074%) CFA
11 1 (0.074%) CIMA
11 1 (0.074%) MBA
Quality Assurance & Compliance
1 15 (1.11%) Data Quality
2 11 (0.81%) QA
3 5 (0.37%) ISO13485
3 5 (0.37%) MISRA
3 5 (0.37%) SLA
System Software
1 19 (1.41%) Docker
2 10 (0.74%) Active Directory
3 7 (0.52%) Apache Flume
4 5 (0.37%) HDFS
5 2 (0.15%) Firmware
5 2 (0.15%) iptables
5 2 (0.15%) VMware Infrastructure
5 2 (0.15%) Xen
6 1 (0.074%) VirtualBox
Systems Management
1 25 (1.85%) Opscode Chef
2 15 (1.11%) Ansible
3 13 (0.96%) Puppet
4 7 (0.52%) EMC NetWorker
4 7 (0.52%) Icinga
4 7 (0.52%) Kibana
5 6 (0.44%) StatsD
6 4 (0.30%) Terraform
7 3 (0.22%) logstash
8 2 (0.15%) Nagios
8 2 (0.15%) Oozie
8 2 (0.15%) Salt
8 2 (0.15%) ZABBIX
9 1 (0.074%) Hadoop YARN
Vendors
1 99 (7.33%) Tableau
2 84 (6.22%) Microsoft
3 52 (3.85%) Google
4 48 (3.56%) Oracle
5 26 (1.93%) Facebook
6 22 (1.63%) Bloomberg
7 20 (1.48%) Teradata
8 16 (1.19%) IBM
8 16 (1.19%) Splunk
9 15 (1.11%) Cloudera
10 14 (1.04%) VMware
11 13 (0.96%) Atlassian
12 11 (0.81%) Cognos
13 9 (0.67%) Salesforce.com
14 8 (0.59%) RapidMiner
15 7 (0.52%) MicroStrategy
15 7 (0.52%) SAP
16 6 (0.44%) Hortonworks
16 6 (0.44%) Palantir
17 5 (0.37%) Apigee
City, London
Digital Gurus
Salary: £50000 - £80000 Per Annum + benefits
Posted: 1 hour ago
London
First Point
Salary: £45000.00 - £55000 per annum + benefits
Posted: 1 hour ago
City, London
Oxbridge Answers
Salary: 55000 - 65000
Posted: 4 hours ago
London
Empiric.com
Posted: 5 hours ago
Bristol, Avon
Sanderson
Salary: £35000 - £80000 per annum + Benefits
Posted: 5 hours ago
Surrey
People Source Consulting
Salary: £55000 - £60000 per annum + Benefits and bonus
Posted: 6 hours ago
Hatfield, Hertfordshire
Ocado
Salary: Competitive + Benefits
Posted: 6 hours ago
Central London / West End
Digital Vision Search Ltd
Salary: From £65,000 to £75,000 per annum + Shares + Private Healthcare
Posted: 8 hours ago
Surrey
Opus Recruitment Solutions Ltd
Salary: £59000 - £60000 per annum, Benefits 10% Bonus & Excellent Benefits
Posted: 8 hours ago
London
RBW Consulting
Salary: BENEFITS
Posted: 8 hours ago
London
Burns Sheehan
Salary: £45000 - £60000 per annum + Stock Options
Posted: 9 hours ago
London
Optimus Search
Posted: 18 hours ago
Hereford, Herefordshire
Maximise IT Solutions Ltd
Posted: 18 hours ago
London
Optimus Search
Posted: 18 hours ago
Cheshire
Oliver James Associates
Salary: a competitive benefits package
Posted: 18 hours ago
North West
Oliver James Associates
Salary: £60000 - £100000 per annum + an excellent benefits package
Posted: Yesterday
London
Ability Resourcing
Salary: £60000 - £80000 per annum + Options
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £30,000 to £52,000 per annum Annual Bonus, Private Healthcare, Pe
Posted: Yesterday
London
ConSol Partners
Salary: £60000 - £80000 per annum + Equity
Posted: Yesterday
London
People Source Consulting
Salary: £50 - £60 per hour + 6 months minimum + work from home
Posted: Yesterday
Manchester, Lancashire
Adria Solutions Ltd
Salary: £50000 - £70000 per annum + Excellent Benefits
Posted: Yesterday
Leeds, West Yorkshire
Searchability
Salary: £25000 - £50000 per annum + Generous holidays
Posted: Yesterday
City, London
Client Server
Salary: £65k to £75k + benefits
Posted: Yesterday
London
Experis Ltd
Salary: £50000 - £60000 per annum
Posted: Yesterday
London
Experis Ltd
Salary: £45000.00 - £50000.00 per annum
Posted: Yesterday
City, London
Client Server
Salary: £55k to £60k + benefits
Posted: Yesterday
London
Aire
Salary: £36,000-£48,000
Posted: Yesterday
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: From £30,000 to £65,000 per annum
Posted: 2 days ago
London
Lorien Resourcing
Salary: £30000 - £45000 per annum
Posted: 2 days ago
Taunton, Somerset
set2recruit
Salary: Competitive Salary and Benefits Package
Posted: 2 days ago