The table below looks at the prevalence of the term Artificial Intelligence in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Artificial Intelligence over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Artificial Intelligence (AI)
Rank 643 863 770
Rank change year-on-year
+220 -93
Permanent jobs citing Artificial Intelligence 270 71 198
As % of all permanent IT jobs located in England 0.29% 0.071% 0.18%
As % of the Miscellaneous category 0.70% 0.17% 0.43%
Number of salaries quoted 244 62 179
Median salary £57,500 £52,500 £55,000
Median salary % change year-on-year
+9.52% -4.54%
90% offered a salary of more than £35,000 £36,000 £35,000
10% offered a salary of more than £90,000 £75,000 £80,000
UK excluding London median salary £42,500 £40,000 £50,000
% change year-on-year
+6.25% -20.00%
Artificial Intelligence
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38838 40646 45851
As % of all permanent IT jobs located in England 42.23% 40.69% 41.71%
Number of salaries quoted 32028 32432 37045
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,481 £27,500 £28,500
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Artificial Intelligence
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Artificial Intelligence as a proportion of all IT jobs with a match in the Miscellaneous category.

Artificial Intelligence Jobs Demand Trend in England

Artificial Intelligence
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Artificial Intelligence across the England region.

Artificial Intelligence Salary Trend in England

Artificial Intelligence
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Artificial Intelligence across the England region over the 3 months to 26 May 2016.

Artificial Intelligence Salary Histogram in England

Artificial Intelligence
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the England region over the 3 months to 26 May 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +152 179 £60,000 +9.09% 24
West Midlands +20 46 £58,750 +6.81%
South East +39 24 £42,500 +6.25% 3
South West +18 15 £88,750 +195.83%
North West - 2 £35,000 -
East of England +29 1 £22,500 -41.65%
East Midlands +7 1 £24,000 -40.00% 1
Yorkshire +3 1 £28,000 -
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 26 May 2016, IT jobs citing Artificial Intelligence also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Artificial Intelligence.

1 234 (53.06%) Java
2 218 (49.43%) Machine Learning
3 194 (43.99%) Python
4 191 (43.31%) Degree
5 158 (35.83%) Computer Science
6 155 (35.15%) Big Data
7 145 (32.88%) C++
8 137 (31.07%) SQL
9 131 (29.71%) Agile Software Development
10 125 (28.34%) Software Engineering
11 123 (27.89%) Analytics
12 118 (26.76%) Algorithms
13 109 (24.72%) Mathematics
14 101 (22.90%) NoSQL
15 97 (22.00%) Hadoop
16 82 (18.59%) C#
16 82 (18.59%) Apache Spark
17 81 (18.37%) TDD
18 79 (17.91%) MongoDB
19 78 (17.69%) PhD
19 78 (17.69%) Scrum
20 76 (17.23%) Spring
21 75 (17.01%) JavaScript
22 72 (16.33%) R
22 72 (16.33%) Natural Language Processing
23 71 (16.10%) Analytical Skills
24 70 (15.87%) Scala
25 63 (14.29%) Predictive Analytics
25 63 (14.29%) Apache Cassandra
26 62 (14.06%) Statistics

Artificial Intelligence
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 82 (18.59%) Apache Spark
2 41 (9.30%) GlassFish
2 41 (9.30%) JBoss
2 41 (9.30%) WildFly
3 22 (4.99%) Apache Pig
4 17 (3.85%) Apache
5 15 (3.40%) SAS
6 11 (2.49%) Node.js
7 10 (2.27%) Elasticsearch
8 1 (0.23%) IPython
Applications
1 7 (1.59%) SPSS
2 6 (1.36%) Photoshop
3 5 (1.13%) Mathematica
4 3 (0.68%) MS Excel
4 3 (0.68%) Weka
5 1 (0.23%) GNU Octave
Business Applications
1 5 (1.13%) SAP Oil and Gas
Cloud Services
1 33 (7.48%) Amazon AWS
2 25 (5.67%) GitHub
3 17 (3.85%) Microsoft Azure
4 3 (0.68%) Google Play
5 1 (0.23%) Amazon EMR
5 1 (0.23%) Amazon Kinesis
5 1 (0.23%) Amazon S3
5 1 (0.23%) SaaS
Communications & Networking
1 7 (1.59%) Internet
2 5 (1.13%) Broadband
3 4 (0.91%) DNS
4 1 (0.23%) Ethernet
4 1 (0.23%) HTTP
4 1 (0.23%) MPLS
4 1 (0.23%) Software-Defined Networking
4 1 (0.23%) Wireshark
Database & Business Intelligence
1 155 (35.15%) Big Data
2 101 (22.90%) NoSQL
3 97 (22.00%) Hadoop
4 79 (17.91%) MongoDB
5 63 (14.29%) Apache Cassandra
6 62 (14.06%) PostgreSQL
7 57 (12.93%) MySQL
8 36 (8.16%) SQL Server
9 35 (7.94%) Relational Database
10 30 (6.80%) Data Mining
11 29 (6.58%) Apache Hive
12 17 (3.85%) SQL Server 2012
13 16 (3.63%) Triplestore
14 10 (2.27%) HBase
14 10 (2.27%) RDBMS
15 9 (2.04%) Neo4j
16 4 (0.91%) GIS
16 4 (0.91%) SQLite
17 3 (0.68%) SQL Server 2014
18 2 (0.45%) CouchDB
Development Applications
1 51 (11.56%) Git (software)
2 49 (11.11%) Jenkins
3 41 (9.30%) Hudson
3 41 (9.30%) JBehave
3 41 (9.30%) JUnit
4 22 (4.99%) Bitbucket
5 19 (4.31%) JIRA
6 17 (3.85%) NUnit
7 8 (1.81%) Maven
8 6 (1.36%) Atlassian Bamboo
8 6 (1.36%) Visual Studio
9 5 (1.13%) Bundler
9 5 (1.13%) RubyGems
10 3 (0.68%) Cucumber
10 3 (0.68%) Robolectric
10 3 (0.68%) Selenium
11 2 (0.45%) Appium
11 2 (0.45%) Team Foundation Server
12 1 (0.23%) TeamCity
12 1 (0.23%) WebDriver
General
1 58 (13.15%) Finance
2 52 (11.79%) Retail
3 25 (5.67%) Marketing
4 22 (4.99%) Games
5 20 (4.54%) Telecoms
6 16 (3.63%) Banking
7 10 (2.27%) Law
8 5 (1.13%) Music Industry
8 5 (1.13%) Publishing
9 4 (0.91%) Manufacturing
10 3 (0.68%) Aerospace
10 3 (0.68%) Automotive
11 2 (0.45%) Financial Institution
11 2 (0.45%) Front Office
11 2 (0.45%) Investment Banking
12 1 (0.23%) Advertising
Job Titles
1 204 (46.26%) Developer
2 97 (22.00%) Java Developer
3 68 (15.42%) Senior Developer
4 61 (13.83%) Data Scientist
5 58 (13.15%) Senior Java Developer
6 51 (11.56%) Software Engineer
7 39 (8.84%) Junior
8 33 (7.48%) Software Developer
9 28 (6.35%) Graduate
10 26 (5.90%) Junior Developer
11 24 (5.44%) Java Engineer
12 23 (5.22%) Junior Software Developer
13 22 (4.99%) Lead Developer
13 22 (4.99%) Python Developer
14 21 (4.76%) Graduate Software Engineer
15 20 (4.54%) C# Developer
16 19 (4.31%) Machine Learning Engineer
17 18 (4.08%) Machine Learning Scientist
18 17 (3.85%) Research Engineer
18 17 (3.85%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 76 (17.23%) Spring
2 72 (16.33%) Natural Language Processing
3 62 (14.06%) .NET
4 54 (12.24%) HTML
5 47 (10.66%) CSS
5 47 (10.66%) Hibernate
5 47 (10.66%) Java EE
5 47 (10.66%) JPA
6 43 (9.75%) RESTful
7 42 (9.52%) HTML5
8 41 (9.30%) HornetQ
8 41 (9.30%) JAX-RS
8 41 (9.30%) JMS
8 41 (9.30%) RESTEasy
9 36 (8.16%) ASP.NET
10 30 (6.80%) jQuery
11 28 (6.35%) AngularJS
11 28 (6.35%) CSS3
12 24 (5.44%) KnockoutJS
13 21 (4.76%) WPF
Miscellaneous
1 158 (35.83%) Computer Science
2 118 (26.76%) Algorithms
3 109 (24.72%) Mathematics
4 71 (16.10%) Analytical Skills
5 62 (14.06%) Statistics
6 56 (12.70%) Mobile App
7 43 (9.75%) Visualisation
8 30 (6.80%) Neural Network
9 24 (5.44%) Fat Client
9 24 (5.44%) Thin Client
10 21 (4.76%) CUDA
11 17 (3.85%) User Experience
12 14 (3.17%) Hedge funds
12 14 (3.17%) Physics
13 8 (1.81%) Applied Mathematics
13 8 (1.81%) Data Structures
13 8 (1.81%) Ontologies
14 6 (1.36%) Digital Media
14 6 (1.36%) Economics
15 5 (1.13%) Data Centre
Operating Systems
1 58 (13.15%) Android
2 54 (12.24%) Apple iOS
3 37 (8.39%) Linux
4 27 (6.12%) Windows
5 21 (4.76%) Unix
6 3 (0.68%) Mac OS X
6 3 (0.68%) Ubuntu
7 2 (0.45%) Windows Server
8 1 (0.23%) CentOS
8 1 (0.23%) Solaris
Processes & Methodologies
1 218 (49.43%) Machine Learning
2 131 (29.71%) Agile Software Development
3 125 (28.34%) Software Engineering
4 123 (27.89%) Analytics
5 81 (18.37%) TDD
6 78 (17.69%) Scrum
7 63 (14.29%) Predictive Analytics
8 59 (13.38%) Continuous Integration
9 46 (10.43%) Unit Testing
10 45 (10.20%) SOA
11 44 (9.98%) OO
12 42 (9.52%) Kanban
12 42 (9.52%) Software Delivery
13 41 (9.30%) Dependency Injection
13 41 (9.30%) DSDM
13 41 (9.30%) Functional Testing
14 40 (9.07%) Business Intelligence
15 39 (8.84%) Statistical Modelling
16 32 (7.26%) Mentoring
16 32 (7.26%) OOP
Programming Languages
1 234 (53.06%) Java
2 194 (43.99%) Python
3 145 (32.88%) C++
4 137 (31.07%) SQL
5 82 (18.59%) C#
6 75 (17.01%) JavaScript
7 72 (16.33%) R
8 70 (15.87%) Scala
9 44 (9.98%) Clojure
10 39 (8.84%) Ruby
11 31 (7.03%) PHP
12 26 (5.90%) MATLAB
13 21 (4.76%) C
14 19 (4.31%) Perl
15 12 (2.72%) Apple Swift
16 11 (2.49%) Objective-C
17 9 (2.04%) Shell Script
18 5 (1.13%) CoffeeScript
19 4 (0.91%) T-SQL
20 3 (0.68%) Bash Shell
Qualifications
1 191 (43.31%) Degree
2 78 (17.69%) PhD
3 4 (0.91%) Postgraduate
4 2 (0.45%) Security Cleared
5 1 (0.23%) SC Cleared
Quality Assurance & Compliance
1 4 (0.91%) QA
System Software
1 15 (3.40%) Docker
2 4 (0.91%) Snort
3 2 (0.45%) Apache ZooKeeper
3 2 (0.45%) VMware Infrastructure
4 1 (0.23%) Active Directory
4 1 (0.23%) HDFS
4 1 (0.23%) iptables
4 1 (0.23%) VirtualBox
4 1 (0.23%) Xen
Systems Management
1 10 (2.27%) Kubernetes
2 9 (2.04%) Opscode Chef
3 7 (1.59%) Ansible
3 7 (1.59%) Puppet
4 5 (1.13%) Nagios
5 4 (0.91%) OSSEC
6 1 (0.23%) Salt
6 1 (0.23%) ZABBIX
Vendors
1 50 (11.34%) Oracle
2 43 (9.75%) Facebook
3 41 (9.30%) Twitter
4 10 (2.27%) IBM
5 9 (2.04%) Tableau
6 6 (1.36%) BT
6 6 (1.36%) Rackspace
6 6 (1.36%) SAP
7 5 (1.13%) Adobe
7 5 (1.13%) Teradata
8 4 (0.91%) Google
8 4 (0.91%) Microsoft
9 2 (0.45%) Red Hat
9 2 (0.45%) Salesforce.com
9 2 (0.45%) SaltStack
9 2 (0.45%) Sybase
9 2 (0.45%) VMware
10 1 (0.23%) Palo Alto
10 1 (0.23%) RapidMiner
10 1 (0.23%) WorldPay
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Salary: £40000 - £45000 per annum + Benefits
Posted: 12 hours ago
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Salary: £60000 - £100000 per annum + benefits
Posted: Yesterday
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Salary: £45k to £60k + stock options
Posted: Yesterday
London
Client Server
Salary: £45k to £60k + stock options
Posted: Yesterday
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Salary: £55000 - £65000 per annum
Posted: Yesterday
London
Understanding Recruitment
Salary: £55000 - £60000 per annum + bonus
Posted: 4 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: 4 days ago
Central London / West End
Client Server
Salary: £90k to £100k + bonus + benefits
Posted: 3 days ago
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £45000 per annum + benefits & training
Posted: 6 days ago
South East London
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Salary: Competitive
Posted: 3 days ago
Central London / West End
Client Server
Salary: £55k to £65k + 25 days holiday
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Central London / West End
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Central London / West End
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Salary: £65k to £80k + benefits
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Talent Point
Salary: £50000.00 - £60000.00 per annum
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London
Talent Point
Salary: £47000.00 - £60000.00 per annum
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Client Server
Salary: £90k to £100k + bonus + benefits
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City, London
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City of London
Talent Point
Salary: £60000.00 - £75000.00 per annum
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London
Talent Point
Salary: £65000.00 - £80000.00 per annum
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London
Talent Point
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City of London
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