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

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Artificial Intelligence (AI)
Rank 593 859 827
Rank change year-on-year
+266 -32
Permanent jobs citing Artificial Intelligence 310 86 145
As % of all permanent IT jobs located in England 0.34% 0.084% 0.13%
As % of the Miscellaneous category 0.81% 0.20% 0.32%
Number of salaries quoted 290 66 134
Median salary £55,000 £40,000 £52,500
Median salary % change year-on-year
+37.50% -23.80%
90% offered a salary of more than £30,000 £24,650 £32,500
10% offered a salary of more than £78,250 £65,000 £71,750
UK excluding London median salary £39,500 £40,000 £40,000
% change year-on-year
-1.25% -
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
38134 42842 44796
As % of all permanent IT jobs located in England 41.54% 41.77% 40.70%
Number of salaries quoted 31613 34299 35706
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,500 £27,500 £29,000
10% offered a salary of more than £80,000 £75,000 £77,500
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 July 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 July 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 +219 236 £57,500 +4.54% 44
South East +53 47 £42,500 +6.25% 2
West Midlands 0 25 £42,000 +5.00%
East Midlands +5 7 £22,500 -43.75% 2
East of England +36 5 £22,500 +4.65% 1
South West +17 2 £43,250 +73.00% 1
North West +8 1 - -
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 28 July 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.

1 262 (47.55%) Java
2 250 (45.37%) Machine Learning
3 210 (38.11%) Python
4 204 (37.02%) Degree
5 192 (34.85%) Agile Software Development
6 175 (31.76%) Computer Science
7 166 (30.13%) SQL
8 150 (27.22%) Software Engineering
9 147 (26.68%) C++
10 141 (25.59%) Big Data
11 140 (25.41%) Mathematics
12 136 (24.68%) Analytics
13 128 (23.23%) Algorithms
14 125 (22.69%) JavaScript
15 124 (22.50%) Natural Language Processing
16 114 (20.69%) Scrum
17 111 (20.15%) NoSQL
18 109 (19.78%) Git (software)
19 102 (18.51%) TDD
19 102 (18.51%) CSS
20 94 (17.06%) HTML
21 93 (16.88%) C#
22 89 (16.15%) Spring
23 88 (15.97%) MongoDB
24 85 (15.43%) .NET
25 81 (14.70%) PhD
26 80 (14.52%) Hadoop
27 79 (14.34%) Continuous Integration
28 73 (13.25%) jQuery
28 73 (13.25%) Apache Spark

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 73 (13.25%) Apache Spark
2 40 (7.26%) GlassFish
2 40 (7.26%) JBoss
2 40 (7.26%) WildFly
3 18 (3.27%) Apache
3 18 (3.27%) nginx
3 18 (3.27%) SAS
4 13 (2.36%) Apache Pig
5 12 (2.18%) Elasticsearch
6 3 (0.54%) Confluence
7 1 (0.18%) CMS
7 1 (0.18%) Drupal
7 1 (0.18%) IIS
Applications
1 22 (3.99%) Photoshop
2 8 (1.45%) SPSS
3 4 (0.73%) Weka
4 2 (0.36%) Mathematica
4 2 (0.36%) MS Excel
Business Applications
1 5 (0.91%) SAP Oil and Gas
Cloud Services
1 52 (9.44%) GitHub
2 39 (7.08%) Amazon AWS
3 15 (2.72%) Microsoft Azure
4 5 (0.91%) Google Play
5 2 (0.36%) SaaS
6 1 (0.18%) Amazon EMR
6 1 (0.18%) Amazon Kinesis
6 1 (0.18%) Amazon S3
Communications & Networking
1 15 (2.72%) Internet
2 4 (0.73%) DNS
3 3 (0.54%) Broadband
4 2 (0.36%) SAN
5 1 (0.18%) Ethernet
5 1 (0.18%) HTTP
5 1 (0.18%) Intrusion Detection
5 1 (0.18%) MPLS
5 1 (0.18%) Network Security
5 1 (0.18%) Software-Defined Networking
5 1 (0.18%) TCP/IP
5 1 (0.18%) tcpdump
5 1 (0.18%) Wireshark
5 1 (0.18%) X.509
Database & Business Intelligence
1 141 (25.59%) Big Data
2 111 (20.15%) NoSQL
3 88 (15.97%) MongoDB
4 80 (14.52%) Hadoop
5 67 (12.16%) PostgreSQL
6 61 (11.07%) MySQL
7 59 (10.71%) Apache Cassandra
7 59 (10.71%) SQL Server
8 39 (7.08%) Data Mining
9 38 (6.90%) SQL Server 2012
10 33 (5.99%) Relational Database
11 26 (4.72%) Triplestore
12 21 (3.81%) Apache Hive
13 17 (3.09%) Redis
14 14 (2.54%) Neo4j
14 14 (2.54%) RDBMS
15 10 (1.81%) HBase
16 4 (0.73%) GIS
16 4 (0.73%) SQL Server 2014
16 4 (0.73%) SQLite
Development Applications
1 109 (19.78%) Git (software)
2 54 (9.80%) Jenkins
3 45 (8.17%) Bitbucket
4 42 (7.62%) JIRA
5 40 (7.26%) Hudson
5 40 (7.26%) JBehave
5 40 (7.26%) JUnit
6 38 (6.90%) NUnit
7 16 (2.90%) RSpec
8 10 (1.81%) Maven
9 8 (1.45%) Atlassian Bamboo
9 8 (1.45%) Bundler
9 8 (1.45%) RubyGems
10 6 (1.09%) Selenium
10 6 (1.09%) Visual Studio
11 5 (0.91%) Cucumber
12 4 (0.73%) Appium
12 4 (0.73%) CMake
12 4 (0.73%) WebDriver
13 3 (0.54%) Robolectric
General
1 55 (9.98%) Finance
2 45 (8.17%) Retail
3 35 (6.35%) Marketing
4 32 (5.81%) Games
5 31 (5.63%) Telecoms
6 18 (3.27%) Banking
6 18 (3.27%) Law
7 14 (2.54%) Publishing
8 5 (0.91%) Back Office
9 4 (0.73%) Financial Institution
10 2 (0.36%) Front Office
11 1 (0.18%) Investment Banking
11 1 (0.18%) Multimedia
11 1 (0.18%) Music Industry
Job Titles
1 281 (51.00%) Developer
2 109 (19.78%) Java Developer
3 76 (13.79%) Senior Developer
4 65 (11.80%) Software Engineer
5 59 (10.71%) Senior Java Developer
6 55 (9.98%) Data Scientist
7 41 (7.44%) Java Engineer
8 39 (7.08%) Python Developer
9 33 (5.99%) Lead Developer
10 31 (5.63%) Full Stack Developer
10 31 (5.63%) Junior
10 31 (5.63%) Software Developer
11 24 (4.36%) C# Developer
11 24 (4.36%) Graduate
11 24 (4.36%) Junior Developer
12 23 (4.17%) JavaScript Developer
13 20 (3.63%) Machine Learning Developer
14 19 (3.45%) Graduate Software Engineer
14 19 (3.45%) Junior Software Developer
14 19 (3.45%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 124 (22.50%) Natural Language Processing
2 102 (18.51%) CSS
3 94 (17.06%) HTML
4 89 (16.15%) Spring
5 85 (15.43%) .NET
6 73 (13.25%) jQuery
7 70 (12.70%) HTML5
8 67 (12.16%) CSS3
9 56 (10.16%) RESTful
10 54 (9.80%) ASP.NET
11 52 (9.44%) AngularJS
12 46 (8.35%) Hibernate
12 46 (8.35%) Java EE
12 46 (8.35%) JPA
13 45 (8.17%) KnockoutJS
14 41 (7.44%) JAX-RS
15 40 (7.26%) HornetQ
15 40 (7.26%) JMS
15 40 (7.26%) RESTEasy
16 39 (7.08%) Twitter Bootstrap
Miscellaneous
1 175 (31.76%) Computer Science
2 140 (25.41%) Mathematics
3 128 (23.23%) Algorithms
4 59 (10.71%) Mobile App
5 56 (10.16%) Statistics
6 53 (9.62%) Analytical Skills
7 49 (8.89%) Visualisation
8 38 (6.90%) Neural Network
9 37 (6.72%) User Experience
10 23 (4.17%) Physics
11 17 (3.09%) CUDA
12 13 (2.36%) Ontologies
13 12 (2.18%) Fat Client
13 12 (2.18%) Thin Client
14 11 (2.00%) Biometrics
14 11 (2.00%) Data Structures
14 11 (2.00%) Hedge funds
15 8 (1.45%) Fintech
16 6 (1.09%) Economics
17 5 (0.91%) Data Extraction
Operating Systems
1 61 (11.07%) Android
2 57 (10.34%) Linux
3 54 (9.80%) Apple iOS
4 24 (4.36%) Windows
5 15 (2.72%) Unix
6 4 (0.73%) Mac OS X
6 4 (0.73%) Ubuntu
7 3 (0.54%) Windows Server
8 2 (0.36%) Embedded Linux
Processes & Methodologies
1 250 (45.37%) Machine Learning
2 192 (34.85%) Agile Software Development
3 150 (27.22%) Software Engineering
4 136 (24.68%) Analytics
5 114 (20.69%) Scrum
6 102 (18.51%) TDD
7 79 (14.34%) Continuous Integration
8 62 (11.25%) OO
9 58 (10.53%) Predictive Analytics
10 53 (9.62%) Unit Testing
11 51 (9.26%) SOA
12 50 (9.07%) Microservices
13 45 (8.17%) Kanban
13 45 (8.17%) OOP
14 44 (7.99%) MVC
15 42 (7.62%) Software Delivery
16 41 (7.44%) Functional Testing
16 41 (7.44%) Information Retrieval
17 40 (7.26%) Deep Learning
17 40 (7.26%) Dependency Injection
Programming Languages
1 262 (47.55%) Java
2 210 (38.11%) Python
3 166 (30.13%) SQL
4 147 (26.68%) C++
5 125 (22.69%) JavaScript
6 93 (16.88%) C#
7 66 (11.98%) Scala
8 63 (11.43%) Ruby
9 53 (9.62%) R
10 43 (7.80%) Clojure
11 26 (4.72%) MATLAB
12 21 (3.81%) C
12 21 (3.81%) PHP
13 15 (2.72%) Perl
14 12 (2.18%) Apple Swift
15 11 (2.00%) Objective-C
15 11 (2.00%) Shell Script
16 8 (1.45%) CoffeeScript
17 5 (0.91%) Apex Code
18 4 (0.73%) Bash Shell
Qualifications
1 204 (37.02%) Degree
2 81 (14.70%) PhD
3 7 (1.27%) Security Cleared
4 1 (0.18%) SC Cleared
Quality Assurance & Compliance
1 15 (2.72%) QA
2 2 (0.36%) SNOMED CT
3 1 (0.18%) Data Quality
System Software
1 25 (4.54%) Docker
2 4 (0.73%) Snort
3 2 (0.36%) HDFS
4 1 (0.18%) Active Directory
4 1 (0.18%) Apache ZooKeeper
4 1 (0.18%) VirtualBox
4 1 (0.18%) VMware Infrastructure
Systems Management
1 26 (4.72%) Opscode Chef
2 13 (2.36%) Kubernetes
3 9 (1.63%) Ansible
4 8 (1.45%) Puppet
5 4 (0.73%) Nagios
5 4 (0.73%) OSSEC
Vendors
1 49 (8.89%) Oracle
2 41 (7.44%) Facebook
3 40 (7.26%) Twitter
4 12 (2.18%) Salesforce.com
5 10 (1.81%) Tableau
6 9 (1.63%) IBM
7 8 (1.45%) Rackspace
8 6 (1.09%) SAP
9 5 (0.91%) Adobe
9 5 (0.91%) Teradata
10 4 (0.73%) BT
10 4 (0.73%) Google
10 4 (0.73%) Red Hat
11 3 (0.54%) Atlassian
12 2 (0.36%) Microsoft
12 2 (0.36%) Panasonic
12 2 (0.36%) SaltStack
12 2 (0.36%) Sybase
12 2 (0.36%) VMware
13 1 (0.18%) Cognos
City, London
ResourceFlow Recruitment Ltd
Salary: Benefits
Posted: 4 hours ago
London
Oliver Bernard
Salary: £70000 - £80000 per annum + bonus and benefits
Posted: 9 hours ago
London
Oliver Bernard
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: 9 hours ago
Bristol, Avon
Ability Resourcing
Salary: £45000 - £60000 per annum + Options (Early Stage)
Posted: 19 hours ago
Staines
Centrica
Salary: Competitive
Posted: Yesterday
Central London / West End
Client Server
Salary: £50k to £65k + benefits
Posted: Yesterday
London
Argyll Scott Technology
Salary: EXCELLENT SHARE OPTIONS + PACKAGE
Posted: 4 hours ago
North London
Client Server
Salary: £50k to £80k + benefits
Posted: 3 days ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 3 days ago
Central London / West End
Client Server
Salary: £60k to £70k + benefits
Posted: 2 days ago
North London
Client Server
Salary: £55k to £70k + benefits
Posted: 2 days ago
City, London
Intelletec
Salary: From £50,000 to £65,000 per annum
Posted: 2 days ago
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £40000 per annum
Posted: 2 days ago
London
Exposed Solutions
Salary: £30000 - £35000 per annum
Posted: 2 days ago
West London
Understanding Recruitment
Salary: £50000 - £60000 per annum + bens & bonus
Posted: 3 days ago
Ruislip, Middlesex
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £50,000 per annum
Posted: Yesterday
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £35000 per annum, Pension, Private Medical + More!
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £75000 per annum
Posted: 6 days ago
Central London / West End
Client Server
Salary: £55k to £70k + benefits
Posted: 3 days ago
Surrey
Harrington Starr
Salary: £45000 - £55000 per annum + Bonus and Benefits and Training
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 6 days ago
London
Harrington Starr
Salary: £45000 - £50000 per annum + Benefits + Bonus
Posted: 3 days ago
Newcastle Upon Tyne, Tyne and Wear
Evolution Recruitment Solutions
Salary: 25,000-35,000
Posted: 2 days ago
London
Harrington Starr
Salary: £45000 - £65000 per annum + Benefits + Bonus
Posted: 4 days ago
London
Explore Recruitment Solutions
Salary: £45000 - £55000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £30,000 to £40,000 per annum + Bonus + Benefits + Parking
Posted: 6 days ago
City, London
Resource Partners Ltd
Salary: full benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £45k to £55k + benefits
Posted: 6 days ago
North London
Client Server
Salary: £50k to £70k + benefits
Posted: 6 days ago
London
Senitor Associates
Salary: £50000 - £100000 per annum
Posted: 6 days ago