The table below looks at the prevalence of the term Artificial Intelligence in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Artificial Intelligence over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Artificial Intelligence (AI)
Rank 705 881 793
Rank change year-on-year
+176 -88
Permanent jobs citing Artificial Intelligence 250 84 198
As % of all permanent IT jobs located in the UK 0.24% 0.076% 0.17%
As % of the Miscellaneous category 0.58% 0.19% 0.40%
Number of salaries quoted 222 73 180
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year
+4.54% -
90% offered a salary of more than £25,000 £36,000 £35,000
10% offered a salary of more than £90,000 £75,000 £80,000
UK excluding London median salary £42,500 £52,500 £47,500
% change year-on-year
-19.04% +10.52%

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

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
43421 44715 49219
As % of all permanent IT jobs located in the UK 42.31% 40.56% 41.24%
Number of salaries quoted 35102 35246 39088
Median salary £50,000 £47,500 £47,000
Median salary % change year-on-year
+5.26% +1.06%
90% offered a salary of more than £28,500 £27,500 £28,000
10% offered a salary of more than £77,500 £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

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

Artificial Intelligence Jobs Demand Trend in the UK

Artificial Intelligence
Salary Trend

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

Artificial Intelligence Salary Trend in the UK

Artificial Intelligence
Salary Histogram

This chart provides a salary histogram for IT jobs citing Artificial Intelligence over the 3 months to 4 May 2016 within the UK.

Artificial Intelligence Salary Histogram in the UK

Artificial Intelligence
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the UK over the 3 months to 4 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
England +185 245 £57,500 - 34
London +91 139 £65,000 - 22
West Midlands +14 54 £42,500 -26.08% 3
Warwickshire +1 25 £60,000 +4.34% 3
Warwick -10 25 £60,000 +4.34% 3
Malvern - 20 £25,000 -
Worcestershire - 20 £25,000 -
City of London +59 19 £67,500 +28.57% 5
South West +16 18 £120,000 +300.00% 1
South East +33 16 £42,500 +6.25% 5
Devon +15 10 £120,000 +300.00%
Exeter - 10 £120,000 -
East Midlands +24 7 £24,000 -40.00% 3
Oxfordshire +4 7 £42,500 +41.66% 2
Oxford - 7 £42,500 - 2
Hammersmith - 6 £55,000 -
Bristol - 6 £42,500 - 1
Edinburgh +8 5 - - 3
Scotland +2 5 - - 3
Surrey - 5 £66,250 - 2
Staines - 4 £65,000 - 1
Sheffield - 4 £28,000 -
Nottinghamshire - 4 £24,000 -
Wallingford - 4 £42,500 -
Nottingham - 4 £24,000 -
Abingdon - 4 £42,500 -
South Yorkshire - 4 £28,000 -
Yorkshire - 4 £28,000 -
Birmingham -14 3 £24,000 -
Derbyshire - 3 £24,000 -

Artificial Intelligence
Top 30 Related IT Skills

For the 6 months to 4 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 with a requirement for Artificial Intelligence.

1 210 (53.30%) Java
2 201 (51.02%) Machine Learning
3 176 (44.67%) Python
4 163 (41.37%) Degree
5 155 (39.34%) Computer Science
6 149 (37.82%) Big Data
7 138 (35.03%) C++
8 119 (30.20%) SQL
9 118 (29.95%) Analytics
10 116 (29.44%) Algorithms
11 115 (29.19%) Software Engineering
12 113 (28.68%) Agile Software Development
13 97 (24.62%) NoSQL
14 95 (24.11%) Mathematics
15 92 (23.35%) Hadoop
16 79 (20.05%) PhD
17 76 (19.29%) R
17 76 (19.29%) Apache Spark
18 75 (19.04%) C#
19 73 (18.53%) MongoDB
20 72 (18.27%) TDD
21 71 (18.02%) Analytical Skills
22 67 (17.01%) Statistics
23 65 (16.50%) Spring
24 64 (16.24%) JavaScript
25 61 (15.48%) Predictive Analytics
26 60 (15.23%) Scala
27 57 (14.47%) Apache Cassandra
28 56 (14.21%) Scrum
29 55 (13.96%) Finance

Artificial Intelligence
Top Related IT Skills 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 76 (19.29%) Apache Spark
2 33 (8.38%) GlassFish
2 33 (8.38%) JBoss
2 33 (8.38%) WildFly
3 23 (5.84%) Apache Pig
4 20 (5.08%) SAS
5 15 (3.81%) Apache
6 11 (2.79%) Node.js
7 6 (1.52%) Elasticsearch
8 1 (0.25%) IPython
Applications
1 12 (3.05%) SPSS
2 6 (1.52%) Photoshop
3 5 (1.27%) Mathematica
4 3 (0.76%) Weka
5 1 (0.25%) GNU Octave
5 1 (0.25%) MS Excel
Business Applications
1 3 (0.76%) SAP Oil and Gas
Cloud Services
1 26 (6.60%) Amazon AWS
2 16 (4.06%) Microsoft Azure
3 10 (2.54%) GitHub
4 1 (0.25%) Amazon EMR
4 1 (0.25%) Amazon Kinesis
4 1 (0.25%) Amazon S3
4 1 (0.25%) Cloud Computing
Communications & Networking
1 5 (1.27%) Broadband
2 4 (1.02%) DNS
2 4 (1.02%) Internet
3 1 (0.25%) Ethernet
3 1 (0.25%) HTTP
3 1 (0.25%) MPLS
3 1 (0.25%) Software-Defined Networking
3 1 (0.25%) Wireshark
Database & Business Intelligence
1 149 (37.82%) Big Data
2 97 (24.62%) NoSQL
3 92 (23.35%) Hadoop
4 73 (18.53%) MongoDB
5 57 (14.47%) Apache Cassandra
6 49 (12.44%) MySQL
6 49 (12.44%) PostgreSQL
7 31 (7.87%) Relational Database
8 29 (7.36%) Data Mining
9 28 (7.11%) Apache Hive
10 26 (6.60%) SQL Server
11 10 (2.54%) HBase
11 10 (2.54%) Triplestore
12 7 (1.78%) Neo4j
13 6 (1.52%) RDBMS
14 5 (1.27%) SQL Server 2012
15 4 (1.02%) GIS
15 4 (1.02%) SQLite
16 3 (0.76%) KDB
16 3 (0.76%) Oracle Database
Development Applications
1 40 (10.15%) Jenkins
2 33 (8.38%) Hudson
2 33 (8.38%) JBehave
2 33 (8.38%) JUnit
3 31 (7.87%) Git (software)
4 8 (2.03%) Bitbucket
5 7 (1.78%) JIRA
6 6 (1.52%) Maven
6 6 (1.52%) Visual Studio
7 5 (1.27%) Atlassian Bamboo
7 5 (1.27%) NUnit
8 4 (1.02%) Selenium
9 3 (0.76%) Bundler
9 3 (0.76%) Cucumber
9 3 (0.76%) Robolectric
9 3 (0.76%) RubyGems
9 3 (0.76%) VTune
10 2 (0.51%) Team Foundation Server
10 2 (0.51%) WebDriver
11 1 (0.25%) RSpec
General
1 55 (13.96%) Finance
2 47 (11.93%) Retail
3 21 (5.33%) Games
4 16 (4.06%) Telecoms
5 15 (3.81%) Marketing
6 13 (3.30%) Banking
7 5 (1.27%) Law
7 5 (1.27%) Music Industry
8 4 (1.02%) Manufacturing
9 3 (0.76%) Aerospace
9 3 (0.76%) Automotive
9 3 (0.76%) Investment Banking
9 3 (0.76%) Publishing
10 1 (0.25%) Advertising
10 1 (0.25%) Front Office
10 1 (0.25%) Pharmaceutical
Job Titles
1 168 (42.64%) Developer
2 83 (21.07%) Java Developer
3 60 (15.23%) Data Scientist
4 55 (13.96%) Senior Developer
5 51 (12.94%) Software Engineer
6 47 (11.93%) Senior Java Developer
7 36 (9.14%) Junior
8 32 (8.12%) Software Developer
9 28 (7.11%) Graduate
10 23 (5.84%) Junior Developer
10 23 (5.84%) Junior Software Developer
11 20 (5.08%) Graduate Software Engineer
11 20 (5.08%) Java Engineer
12 19 (4.82%) Machine Learning Engineer
12 19 (4.82%) Research Engineer
13 18 (4.57%) Senior Data Scientist
14 16 (4.06%) Lead Developer
14 16 (4.06%) Machine Learning Developer
14 16 (4.06%) Machine Learning Scientist
15 15 (3.81%) C# Developer
Libraries, Frameworks & Software Standards
1 65 (16.50%) Spring
2 47 (11.93%) .NET
2 47 (11.93%) Natural Language Processing
3 42 (10.66%) HTML
4 41 (10.41%) Java EE
5 39 (9.90%) Hibernate
5 39 (9.90%) JPA
6 35 (8.88%) RESTful
7 33 (8.38%) HornetQ
7 33 (8.38%) JAX-RS
7 33 (8.38%) JMS
7 33 (8.38%) RESTEasy
8 31 (7.87%) CSS
9 30 (7.61%) HTML5
10 24 (6.09%) ASP.NET
11 21 (5.33%) WPF
12 18 (4.57%) AngularJS
13 17 (4.31%) WinForms
14 16 (4.06%) jQuery
15 14 (3.55%) CSS3
Miscellaneous
1 155 (39.34%) Computer Science
2 116 (29.44%) Algorithms
3 95 (24.11%) Mathematics
4 71 (18.02%) Analytical Skills
5 67 (17.01%) Statistics
6 45 (11.42%) Mobile App
7 42 (10.66%) Visualisation
8 27 (6.85%) Neural Network
9 24 (6.09%) Fat Client
9 24 (6.09%) Thin Client
10 19 (4.82%) CUDA
11 16 (4.06%) Applied Mathematics
11 16 (4.06%) Physics
12 15 (3.81%) User Experience
13 13 (3.30%) Hedge funds
14 9 (2.28%) Digital Media
15 6 (1.52%) Data Structures
16 5 (1.27%) Biometrics
16 5 (1.27%) Data Centre
17 4 (1.02%) Ontologies
Operating Systems
1 50 (12.69%) Android
2 46 (11.68%) Apple iOS
3 28 (7.11%) Linux
4 24 (6.09%) Windows
5 16 (4.06%) Unix
6 3 (0.76%) Mac OS X
6 3 (0.76%) Solaris
7 2 (0.51%) Windows Server
8 1 (0.25%) CentOS
8 1 (0.25%) Ubuntu
Processes & Methodologies
1 201 (51.02%) Machine Learning
2 118 (29.95%) Analytics
3 115 (29.19%) Software Engineering
4 113 (28.68%) Agile Software Development
5 72 (18.27%) TDD
6 61 (15.48%) Predictive Analytics
7 56 (14.21%) Scrum
8 48 (12.18%) Continuous Integration
9 45 (11.42%) Business Intelligence
10 38 (9.64%) OO
11 37 (9.39%) SOA
12 35 (8.88%) Unit Testing
13 34 (8.63%) Kanban
13 34 (8.63%) Software Delivery
13 34 (8.63%) Statistical Modelling
14 33 (8.38%) Dependency Injection
14 33 (8.38%) DSDM
14 33 (8.38%) Functional Testing
15 32 (8.12%) OOP
16 31 (7.87%) Data Analysis
Programming Languages
1 210 (53.30%) Java
2 176 (44.67%) Python
3 138 (35.03%) C++
4 119 (30.20%) SQL
5 76 (19.29%) R
6 75 (19.04%) C#
7 64 (16.24%) JavaScript
8 60 (15.23%) Scala
9 35 (8.88%) Ruby
10 34 (8.63%) Clojure
11 31 (7.87%) PHP
12 24 (6.09%) MATLAB
13 22 (5.58%) C
13 22 (5.58%) Perl
14 12 (3.05%) Apple Swift
15 11 (2.79%) Objective-C
16 5 (1.27%) F#
16 5 (1.27%) Julia
16 5 (1.27%) Lisp
16 5 (1.27%) PL/SQL
Qualifications
1 163 (41.37%) Degree
2 79 (20.05%) PhD
3 4 (1.02%) Postgraduate
4 2 (0.51%) Security Cleared
5 1 (0.25%) SC Cleared
Quality Assurance & Compliance
1 4 (1.02%) QA
2 1 (0.25%) SDET
System Software
1 10 (2.54%) Docker
2 4 (1.02%) Apache ZooKeeper
2 4 (1.02%) Snort
3 1 (0.25%) Active Directory
3 1 (0.25%) HDFS
3 1 (0.25%) iptables
3 1 (0.25%) VMware Infrastructure
3 1 (0.25%) Xen
Systems Management
1 9 (2.28%) Kubernetes
2 8 (2.03%) Opscode Chef
3 6 (1.52%) Ansible
3 6 (1.52%) Puppet
4 5 (1.27%) Nagios
5 4 (1.02%) OSSEC
6 1 (0.25%) Salt
6 1 (0.25%) ZABBIX
Vendors
1 51 (12.94%) Oracle
2 35 (8.88%) Facebook
3 33 (8.38%) Twitter
4 13 (3.30%) IBM
4 13 (3.30%) Tableau
5 8 (2.03%) Microsoft
6 6 (1.52%) BT
6 6 (1.52%) Google
7 5 (1.27%) Adobe
7 5 (1.27%) Rackspace
7 5 (1.27%) Teradata
8 4 (1.02%) SAP
9 2 (0.51%) Salesforce.com
9 2 (0.51%) SaltStack
9 2 (0.51%) Sybase
10 1 (0.25%) Cognos
10 1 (0.25%) MicroStrategy
10 1 (0.25%) Palo Alto
10 1 (0.25%) RapidMiner
10 1 (0.25%) VMware
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Concept Resourcing
Salary: Benefits
Posted: 7 hours ago
London
Harvey Nash plc
Salary: £35000 - £37000 per annum
Posted: 18 hours ago
London
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Salary: £35000 - £50000 per annum + Equity shares
Posted: 19 hours ago
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Salary: £30000 - £40000 per annum
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Salary: £50000 - £65000 per annum
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Client Server
Salary: £90k to £100k + bonus + benefits
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Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £42000 per annum
Posted: Yesterday
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Salary: £25000 - £35000 per annum, Benefits Pension, Private Medical + More
Posted: Yesterday
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £42000 per annum
Posted: Yesterday
City, London
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Salary: £60000.00 - £75000.00 per annum
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Edinburgh, Midlothian
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Salary: benefits
Posted: 2 days ago
Edinburgh, Midlothian
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Salary: benefits, D.O.E.
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Salary: £25000 - £35000 per annum, Benefits + 10% bonus
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Central London / West End
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Salary: £65k to £80k + benefits
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Central London / West End
Client Server
Salary: £65k to £80k + benefits
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City, London
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Central London / West End
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City, London
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London
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Bristol
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Salary: £35000 - £55000 per annum
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City of London
Talent Point
Salary: £60000.00 - £75000.00 per annum
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City of London
Arrows Group Ltd
Salary: £45000 - £55000 per annum + options, pension
Posted: 10 days ago
London
Client Server
Salary: £65,000 to £75,000 + bonus + benefits
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Oxford
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Salary: £60000.00 - £100000.00 per annum + benefits + bonus
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London
Client Server
Salary: £90k to £100k + bonus + benefits
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London
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Salary: £65k to £75k + bonus + benefits
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Warwick
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London
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