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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Artificial Intelligence (AI)
Rank 599 849 790
Rank change year-on-year
+250 -59
Permanent jobs citing Artificial Intelligence 305 80 163
As % of all permanent IT jobs located in England 0.33% 0.078% 0.15%
As % of the Miscellaneous category 0.79% 0.19% 0.36%
Number of salaries quoted 283 64 144
Median salary £57,500 £47,500 £55,000
Median salary % change year-on-year
+21.05% -13.63%
90% offered a salary of more than £31,000 £36,000 £35,000
10% offered a salary of more than £85,000 £75,000 £72,500
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
38435 42173 45861
As % of all permanent IT jobs located in England 41.74% 41.30% 41.31%
Number of salaries quoted 31906 33814 36847
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,000 £27,500 £29,000
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 28 June 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 28 June 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 +167 216 £60,000 +9.09% 29
South East +71 46 £42,500 +6.25% 7
West Midlands +13 33 £60,000 +50.00% 2
South West +9 7 £47,500 +90.00%
East Midlands -1 4 £22,500 -43.75% 3
East of England - 3 £22,500 - 1
North West - 2 £35,000 -
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 28 June 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.

1 255 (50.90%) Java
2 229 (45.71%) Machine Learning
3 204 (40.72%) Degree
4 195 (38.92%) Python
5 165 (32.93%) Agile Software Development
6 159 (31.74%) SQL
7 157 (31.34%) Computer Science
8 145 (28.94%) C++
9 143 (28.54%) Big Data
10 134 (26.75%) Software Engineering
11 128 (25.55%) Mathematics
12 125 (24.95%) Analytics
13 107 (21.36%) Algorithms
14 105 (20.96%) JavaScript
15 101 (20.16%) NoSQL
16 99 (19.76%) Natural Language Processing
17 98 (19.56%) Scrum
18 94 (18.76%) C#
19 88 (17.56%) TDD
19 88 (17.56%) Hadoop
20 83 (16.57%) .NET
21 81 (16.17%) Spring
22 79 (15.77%) MongoDB
23 78 (15.57%) Git (software)
24 76 (15.17%) Apache Spark
25 75 (14.97%) HTML
26 74 (14.77%) CSS
27 73 (14.57%) PhD
28 70 (13.97%) Continuous Integration
29 69 (13.77%) Analytical Skills

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 76 (15.17%) Apache Spark
2 41 (8.18%) GlassFish
2 41 (8.18%) JBoss
2 41 (8.18%) WildFly
3 18 (3.59%) Apache
3 18 (3.59%) SAS
4 15 (2.99%) Apache Pig
5 12 (2.40%) Elasticsearch
6 6 (1.20%) nginx
7 1 (0.20%) IIS
7 1 (0.20%) IPython
Applications
1 12 (2.40%) Photoshop
2 8 (1.60%) SPSS
3 4 (0.80%) Weka
4 3 (0.60%) Mathematica
4 3 (0.60%) MS Excel
Business Applications
1 5 (1.00%) SAP Oil and Gas
Cloud Services
1 42 (8.38%) GitHub
2 36 (7.19%) Amazon AWS
3 18 (3.59%) Microsoft Azure
4 5 (1.00%) Google Play
5 1 (0.20%) Amazon EMR
5 1 (0.20%) Amazon Kinesis
5 1 (0.20%) Amazon S3
5 1 (0.20%) SaaS
Communications & Networking
1 9 (1.80%) Internet
2 5 (1.00%) Broadband
3 4 (0.80%) DNS
4 2 (0.40%) SAN
5 1 (0.20%) Ethernet
5 1 (0.20%) HTTP
5 1 (0.20%) Intrusion Detection
5 1 (0.20%) MPLS
5 1 (0.20%) Network Security
5 1 (0.20%) Software-Defined Networking
Database & Business Intelligence
1 143 (28.54%) Big Data
2 101 (20.16%) NoSQL
3 88 (17.56%) Hadoop
4 79 (15.77%) MongoDB
5 63 (12.57%) PostgreSQL
6 58 (11.58%) Apache Cassandra
6 58 (11.58%) MySQL
7 53 (10.58%) SQL Server
8 35 (6.99%) Relational Database
9 34 (6.79%) Data Mining
10 31 (6.19%) SQL Server 2012
11 25 (4.99%) Apache Hive
12 21 (4.19%) Triplestore
13 11 (2.20%) RDBMS
14 10 (2.00%) HBase
14 10 (2.00%) Neo4j
15 7 (1.40%) Redis
16 4 (0.80%) GIS
16 4 (0.80%) SQL Server 2014
16 4 (0.80%) SQLite
Development Applications
1 78 (15.57%) Git (software)
2 50 (9.98%) Jenkins
3 41 (8.18%) Hudson
3 41 (8.18%) JBehave
3 41 (8.18%) JUnit
4 38 (7.58%) Bitbucket
5 33 (6.59%) JIRA
6 31 (6.19%) NUnit
7 10 (2.00%) Maven
8 8 (1.60%) Atlassian Bamboo
9 7 (1.40%) Selenium
10 6 (1.20%) Bundler
10 6 (1.20%) Cucumber
10 6 (1.20%) RSpec
10 6 (1.20%) RubyGems
10 6 (1.20%) Visual Studio
11 4 (0.80%) Appium
11 4 (0.80%) WebDriver
12 3 (0.60%) Robolectric
13 2 (0.40%) Calabash
General
1 53 (10.58%) Finance
2 47 (9.38%) Retail
3 29 (5.79%) Marketing
4 28 (5.59%) Games
4 28 (5.59%) Telecoms
5 17 (3.39%) Banking
6 12 (2.40%) Law
7 10 (2.00%) Publishing
8 5 (1.00%) Music Industry
9 4 (0.80%) Financial Institution
10 2 (0.40%) Front Office
11 1 (0.20%) Advertising
11 1 (0.20%) Investment Banking
Job Titles
1 242 (48.30%) Developer
2 105 (20.96%) Java Developer
3 74 (14.77%) Senior Developer
4 61 (12.18%) Senior Java Developer
5 60 (11.98%) Software Engineer
6 59 (11.78%) Data Scientist
7 40 (7.98%) Junior
8 34 (6.79%) Java Engineer
8 34 (6.79%) Software Developer
9 31 (6.19%) Graduate
10 28 (5.59%) Junior Developer
11 27 (5.39%) Lead Developer
12 26 (5.19%) Python Developer
13 24 (4.79%) Full Stack Developer
13 24 (4.79%) Graduate Software Engineer
14 23 (4.59%) C# Developer
14 23 (4.59%) Junior Software Developer
15 20 (3.99%) Machine Learning Scientist
16 19 (3.79%) JavaScript Developer
17 18 (3.59%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 99 (19.76%) Natural Language Processing
2 83 (16.57%) .NET
3 81 (16.17%) Spring
4 75 (14.97%) HTML
5 74 (14.77%) CSS
6 61 (12.18%) HTML5
7 54 (10.78%) jQuery
8 52 (10.38%) ASP.NET
9 50 (9.98%) CSS3
10 48 (9.58%) RESTful
11 47 (9.38%) Hibernate
11 47 (9.38%) Java EE
11 47 (9.38%) JPA
12 46 (9.18%) AngularJS
13 42 (8.38%) JAX-RS
14 41 (8.18%) HornetQ
14 41 (8.18%) JMS
14 41 (8.18%) RESTEasy
15 38 (7.58%) KnockoutJS
16 31 (6.19%) Twitter Bootstrap
Miscellaneous
1 157 (31.34%) Computer Science
2 128 (25.55%) Mathematics
3 107 (21.36%) Algorithms
4 69 (13.77%) Analytical Skills
5 58 (11.58%) Mobile App
6 53 (10.58%) Statistics
7 44 (8.78%) Visualisation
8 37 (7.39%) Neural Network
9 24 (4.79%) User Experience
10 22 (4.39%) Fat Client
10 22 (4.39%) Thin Client
11 17 (3.39%) Physics
12 16 (3.19%) CUDA
13 13 (2.59%) Hedge funds
14 8 (1.60%) Fintech
15 7 (1.40%) Data Structures
16 6 (1.20%) Economics
17 5 (1.00%) Biology
17 5 (1.00%) Data Centre
17 5 (1.00%) Ontologies
Operating Systems
1 62 (12.38%) Android
2 55 (10.98%) Apple iOS
3 43 (8.58%) Linux
4 28 (5.59%) Windows
5 20 (3.99%) Unix
6 4 (0.80%) Mac OS X
6 4 (0.80%) Ubuntu
7 3 (0.60%) Windows Server
Processes & Methodologies
1 229 (45.71%) Machine Learning
2 165 (32.93%) Agile Software Development
3 134 (26.75%) Software Engineering
4 125 (24.95%) Analytics
5 98 (19.56%) Scrum
6 88 (17.56%) TDD
7 70 (13.97%) Continuous Integration
8 56 (11.18%) OO
9 55 (10.98%) Predictive Analytics
10 49 (9.78%) Unit Testing
11 45 (8.98%) SOA
12 44 (8.78%) Kanban
13 42 (8.38%) Functional Testing
13 42 (8.38%) Software Delivery
14 41 (8.18%) Dependency Injection
14 41 (8.18%) DSDM
15 39 (7.78%) OOP
16 38 (7.58%) MVC
17 35 (6.99%) Mentoring
17 35 (6.99%) Web Development
Programming Languages
1 255 (50.90%) Java
2 195 (38.92%) Python
3 159 (31.74%) SQL
4 145 (28.94%) C++
5 105 (20.96%) JavaScript
6 94 (18.76%) C#
7 68 (13.57%) Scala
8 59 (11.78%) R
9 52 (10.38%) Ruby
10 44 (8.78%) Clojure
11 29 (5.79%) PHP
12 27 (5.39%) MATLAB
13 19 (3.79%) C
14 15 (2.99%) Perl
15 12 (2.40%) Apple Swift
16 11 (2.20%) Objective-C
17 10 (2.00%) Shell Script
18 6 (1.20%) CoffeeScript
19 5 (1.00%) T-SQL
20 4 (0.80%) Bash Shell
Qualifications
1 204 (40.72%) Degree
2 73 (14.57%) PhD
3 6 (1.20%) Security Cleared
4 1 (0.20%) SC Cleared
Quality Assurance & Compliance
1 13 (2.59%) QA
2 1 (0.20%) Data Quality
2 1 (0.20%) SNOMED CT
System Software
1 18 (3.59%) Docker
2 4 (0.80%) Snort
3 2 (0.40%) HDFS
4 1 (0.20%) Active Directory
4 1 (0.20%) Apache ZooKeeper
4 1 (0.20%) VirtualBox
4 1 (0.20%) VMware Infrastructure
Systems Management
1 16 (3.19%) Opscode Chef
2 12 (2.40%) Kubernetes
3 8 (1.60%) Ansible
3 8 (1.60%) Puppet
4 4 (0.80%) Nagios
4 4 (0.80%) OSSEC
Vendors
1 50 (9.98%) Oracle
2 42 (8.38%) Facebook
3 41 (8.18%) Twitter
4 10 (2.00%) Tableau
5 9 (1.80%) IBM
6 8 (1.60%) Rackspace
7 6 (1.20%) BT
7 6 (1.20%) SAP
8 5 (1.00%) Adobe
8 5 (1.00%) Salesforce.com
8 5 (1.00%) Teradata
9 4 (0.80%) Google
9 4 (0.80%) Microsoft
9 4 (0.80%) Red Hat
10 2 (0.40%) Panasonic
10 2 (0.40%) SaltStack
10 2 (0.40%) Sybase
10 2 (0.40%) VMware
11 1 (0.20%) HP
11 1 (0.20%) WorldPay
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: Yesterday
North London
Understanding Recruitment
Salary: £45000 - £50000 per annum + bens + share options
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: 23 hours ago
Richmond, Surrey
Understanding Recruitment
Salary: £55000 - £60000 per annum + bens & bonus
Posted: Yesterday
London
Client Server
Salary: £50k to £60k + bonus + benefits
Posted: 15 hours ago
North London
Understanding Recruitment
Salary: £50000.00 - £60000.00 per annum + benefits
Posted: 1 hour ago
Warwick
First Utility
Salary: £40,000 - £60,000 plus benefits
Posted: 23 hours ago
City, London
Client Server
Salary: £45k to £55k + benefits
Posted: 15 hours ago
Oxford
G2 Recruitment Solutions
Salary: £NEG
Posted: 4 days ago
London
Client Server
Salary: £45,000 to £55,000 + benefits
Posted: Yesterday
London
First Point
Salary: £55000.00 - £65000.00 per annum
Posted: 3 days ago
City, London
Venturi
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: 2 days ago
Surrey
Harrington Starr
Salary: £45000 - £55000 per annum + Bonus and Benefits and Training
Posted: 3 days ago
Northampton, Northamptonshire
IT Connections
Salary: £20,000 to £25,000
Posted: 3 days ago
London
Computer People
Salary: £35000.00 - £45000.00 per annum + Benefits
Posted: 6 days ago
London
Opus Recruitment Solutions Ltd
Salary: £25000 - £35000 per annum
Posted: 6 days ago
Kidlington, Oxfordshire
EasyWebRecruitment.com
Salary: up to £45K
Posted: 4 days ago
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £35000 per annum, Benefits Pension, Private Medical + More
Posted: 5 days ago
Central London / West End
Client Server
Salary: £45k to £55k + benefits
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 5 days ago
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £45000 per annum + benefits & training
Posted: 6 days ago
Coventry, West Midlands (County)
First Utility
Salary: Competitive
Posted: 3 days ago
London
Harrington Starr
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 4 days ago
Ruislip, Middlesex
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £40000 per annum
Posted: 6 days ago
London
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £48,000 per annum
Posted: 5 days ago
Reading, Berkshire
Austin Fraser
Salary: £40000 - £45000 per annum + Benefits
Posted: 5 days ago
Central London / West End
Client Server
Salary: £30k to £45k + benefits
Posted: 6 days ago
London
Client Server
Salary: £90k to £100k + bonus + benefits
Posted: 14 days ago