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

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Artificial Intelligence (AI)
Rank 593 881 843
Rank change year-on-year
+288 -38
Permanent jobs citing Artificial Intelligence 311 67 103
As % of all permanent IT jobs located in England 0.34% 0.066% 0.095%
As % of the Miscellaneous category 0.83% 0.16% 0.24%
Number of salaries quoted 298 54 94
Median salary £57,500 £40,000 £47,500
Median salary % change year-on-year
+43.75% -15.78%
90% offered a salary of more than £35,000 £21,500 £27,500
10% offered a salary of more than £80,000 £65,000 £72,500
UK excluding London median salary £39,000 £40,000 £40,000
% change year-on-year
-2.50% -
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
37343 43131 43825
As % of all permanent IT jobs located in England 41.35% 42.31% 40.24%
Number of salaries quoted 30942 34844 34402
Median salary £50,000 £48,500 £47,500
Median salary % change year-on-year
+3.09% +2.10%
90% offered a salary of more than £29,000 £28,000 £28,500
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 27 August 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 27 August 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 +237 255 £60,000 +14.28% 36
South East +33 34 £42,500 +6.25%
East of England +29 12 £65,000 +202.32% 3
West Midlands -5 11 £22,500 -43.75% 1
East Midlands +15 7 £22,500 -43.75%
South West +3 2 £43,250 +73.00%
Yorkshire - 2 £52,500 -
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 27 August 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.

1 277 (47.35%) Machine Learning
2 276 (47.18%) Java
3 224 (38.29%) Python
4 210 (35.90%) Degree
5 204 (34.87%) Agile Software Development
6 186 (31.79%) Computer Science
7 170 (29.06%) Software Engineering
8 165 (28.21%) SQL
9 153 (26.15%) C++
10 150 (25.64%) Algorithms
11 149 (25.47%) Mathematics
12 140 (23.93%) Analytics
13 136 (23.25%) Natural Language Processing
13 136 (23.25%) JavaScript
14 134 (22.91%) Big Data
15 125 (21.37%) Git (software)
16 121 (20.68%) NoSQL
17 116 (19.83%) Scrum
18 114 (19.49%) CSS
19 106 (18.12%) TDD
20 103 (17.61%) HTML
21 102 (17.44%) PhD
22 94 (16.07%) C#
23 92 (15.73%) MongoDB
24 85 (14.53%) jQuery
24 85 (14.53%) Spring
25 82 (14.02%) .NET
26 81 (13.85%) Linux
26 81 (13.85%) Continuous Integration
26 81 (13.85%) CSS3

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 (12.48%) Apache Spark
2 32 (5.47%) GlassFish
2 32 (5.47%) JBoss
2 32 (5.47%) WildFly
3 30 (5.13%) nginx
4 22 (3.76%) SAS
5 21 (3.59%) Apache
6 16 (2.74%) Elasticsearch
7 13 (2.22%) Apache Pig
8 5 (0.85%) Apache Solr
9 3 (0.51%) Confluence
10 1 (0.17%) CMS
10 1 (0.17%) Drupal
10 1 (0.17%) IIS
10 1 (0.17%) SharePoint
Applications
1 33 (5.64%) Photoshop
2 10 (1.71%) SPSS
3 4 (0.68%) Weka
4 3 (0.51%) MS Excel
5 2 (0.34%) CPLEX
Business Applications
1 5 (0.85%) SAP Oil and Gas
2 3 (0.51%) Dynamics CRM
Cloud Services
1 55 (9.40%) GitHub
2 43 (7.35%) Amazon AWS
3 18 (3.08%) Microsoft Azure
4 3 (0.51%) Google Play
4 3 (0.51%) SaaS
5 1 (0.17%) Amazon EMR
5 1 (0.17%) Amazon Kinesis
5 1 (0.17%) Amazon S3
5 1 (0.17%) Azure Machine Learning
Communications & Networking
1 15 (2.56%) Internet
2 3 (0.51%) DNS
2 3 (0.51%) Intrusion Detection
2 3 (0.51%) Network Security
3 2 (0.34%) SAN
3 2 (0.34%) TCP/IP
3 2 (0.34%) tcpdump
3 2 (0.34%) WAN
3 2 (0.34%) Wireshark
3 2 (0.34%) X.509
4 1 (0.17%) Ethernet
4 1 (0.17%) HTTP
4 1 (0.17%) HTTPS
4 1 (0.17%) MPLS
4 1 (0.17%) Software-Defined Networking
Database & Business Intelligence
1 134 (22.91%) Big Data
2 121 (20.68%) NoSQL
3 92 (15.73%) MongoDB
4 71 (12.14%) Hadoop
5 63 (10.77%) MySQL
6 61 (10.43%) SQL Server
7 59 (10.09%) PostgreSQL
8 54 (9.23%) Apache Cassandra
9 44 (7.52%) Data Mining
10 40 (6.84%) SQL Server 2012
11 33 (5.64%) Relational Database
12 28 (4.79%) Redis
12 28 (4.79%) Triplestore
13 18 (3.08%) Apache Hive
14 14 (2.39%) Neo4j
14 14 (2.39%) RDBMS
15 10 (1.71%) HBase
16 5 (0.85%) SQL Server 2014
17 4 (0.68%) GIS
17 4 (0.68%) QlikView
Development Applications
1 125 (21.37%) Git (software)
2 52 (8.89%) Jenkins
3 46 (7.86%) Bitbucket
3 46 (7.86%) JIRA
4 40 (6.84%) NUnit
5 32 (5.47%) Hudson
5 32 (5.47%) JBehave
5 32 (5.47%) JUnit
6 27 (4.62%) RSpec
7 11 (1.88%) Atlassian Bamboo
8 9 (1.54%) Bundler
8 9 (1.54%) RubyGems
9 7 (1.20%) CMake
9 7 (1.20%) Maven
10 6 (1.03%) Selenium
11 5 (0.85%) Cucumber
12 4 (0.68%) Appium
12 4 (0.68%) Visual Studio
12 4 (0.68%) WebDriver
13 2 (0.34%) Calabash
General
1 59 (10.09%) Finance
2 39 (6.67%) Retail
3 36 (6.15%) Marketing
4 35 (5.98%) Games
5 31 (5.30%) Telecoms
6 24 (4.10%) Banking
7 21 (3.59%) Law
8 17 (2.91%) Publishing
9 10 (1.71%) Back Office
10 8 (1.37%) Front Office
11 4 (0.68%) Financial Institution
12 1 (0.17%) Investment Banking
12 1 (0.17%) Multimedia
Job Titles
1 297 (50.77%) Developer
2 119 (20.34%) Java Developer
3 69 (11.79%) Software Engineer
4 68 (11.62%) Senior Developer
5 60 (10.26%) Data Scientist
6 49 (8.38%) Java Engineer
7 48 (8.21%) Senior Java Developer
8 43 (7.35%) Python Developer
9 39 (6.67%) C++ Developer
10 34 (5.81%) Lead Developer
11 32 (5.47%) Full Stack Developer
12 25 (4.27%) Java Software Engineer
12 25 (4.27%) JavaScript Developer
13 24 (4.10%) Machine Learning Developer
14 23 (3.93%) C# Developer
15 22 (3.76%) Ruby Developer
16 21 (3.59%) Graduate
16 21 (3.59%) Java Software Developer
17 20 (3.42%) Machine Learning Scientist
18 19 (3.25%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 136 (23.25%) Natural Language Processing
2 114 (19.49%) CSS
3 103 (17.61%) HTML
4 85 (14.53%) jQuery
4 85 (14.53%) Spring
5 82 (14.02%) .NET
6 81 (13.85%) CSS3
7 79 (13.50%) HTML5
8 55 (9.40%) RESTful
9 53 (9.06%) AngularJS
10 51 (8.72%) ASP.NET
11 47 (8.03%) KnockoutJS
12 41 (7.01%) Twitter Bootstrap
13 40 (6.84%) Ajax
14 38 (6.50%) Ruby on Rails
15 36 (6.15%) Backbone.js
15 36 (6.15%) React
16 35 (5.98%) Hibernate
16 35 (5.98%) Java EE
16 35 (5.98%) JPA
Miscellaneous
1 186 (31.79%) Computer Science
2 150 (25.64%) Algorithms
3 149 (25.47%) Mathematics
4 65 (11.11%) Statistics
5 55 (9.40%) Visualisation
6 51 (8.72%) Mobile App
6 51 (8.72%) User Experience
7 42 (7.18%) Analytical Skills
8 38 (6.50%) Neural Network
9 29 (4.96%) Physics
10 20 (3.42%) CUDA
11 18 (3.08%) Biometrics
11 18 (3.08%) Ontologies
12 14 (2.39%) Data Structures
13 11 (1.88%) Hedge funds
14 10 (1.71%) Cryptography
14 10 (1.71%) Fixed Income
15 9 (1.54%) Equities
16 8 (1.37%) Economics
16 8 (1.37%) Market Risk
Operating Systems
1 81 (13.85%) Linux
2 52 (8.89%) Android
3 41 (7.01%) Apple iOS
4 20 (3.42%) Windows
5 15 (2.56%) Unix
6 6 (1.03%) Mac OS X
7 5 (0.85%) Embedded Linux
8 4 (0.68%) Ubuntu
9 3 (0.51%) Windows Server
Processes & Methodologies
1 277 (47.35%) Machine Learning
2 204 (34.87%) Agile Software Development
3 170 (29.06%) Software Engineering
4 140 (23.93%) Analytics
5 116 (19.83%) Scrum
6 106 (18.12%) TDD
7 81 (13.85%) Continuous Integration
8 65 (11.11%) OO
9 61 (10.43%) Microservices
10 60 (10.26%) Deep Learning
11 55 (9.40%) Predictive Analytics
12 48 (8.21%) Unit Testing
13 47 (8.03%) SOA
14 44 (7.52%) Information Retrieval
14 44 (7.52%) MVC
14 44 (7.52%) OOP
15 40 (6.84%) Statistical Modelling
16 39 (6.67%) Kanban
16 39 (6.67%) Multithreading
17 37 (6.32%) BDD
Programming Languages
1 276 (47.18%) Java
2 224 (38.29%) Python
3 165 (28.21%) SQL
4 153 (26.15%) C++
5 136 (23.25%) JavaScript
6 94 (16.07%) C#
7 68 (11.62%) Scala
8 64 (10.94%) Ruby
9 57 (9.74%) R
10 37 (6.32%) Clojure
11 35 (5.98%) C
12 30 (5.13%) MATLAB
13 14 (2.39%) CoffeeScript
14 13 (2.22%) Perl
15 12 (2.05%) Shell Script
16 10 (1.71%) Apple Swift
17 9 (1.54%) Objective-C
18 8 (1.37%) PHP
19 7 (1.20%) Go
20 5 (0.85%) Apex Code
Qualifications
1 210 (35.90%) Degree
2 102 (17.44%) PhD
3 7 (1.20%) Security Cleared
4 2 (0.34%) PRINCE2 Practitioner
5 1 (0.17%) Microsoft Certification
5 1 (0.17%) SC Cleared
Quality Assurance & Compliance
1 19 (3.25%) QA
2 2 (0.34%) SNOMED CT
3 1 (0.17%) Data Quality
System Software
1 31 (5.30%) Docker
2 3 (0.51%) Snort
3 2 (0.34%) HDFS
4 1 (0.17%) Active Directory
4 1 (0.17%) Apache ZooKeeper
4 1 (0.17%) VirtualBox
4 1 (0.17%) VMware Infrastructure
Systems Management
1 40 (6.84%) Opscode Chef
2 21 (3.59%) Kubernetes
3 12 (2.05%) Ansible
4 11 (1.88%) Puppet
5 5 (0.85%) Mesos
6 3 (0.51%) Nagios
6 3 (0.51%) OSSEC
Vendors
1 45 (7.69%) Oracle
2 33 (5.64%) Facebook
3 32 (5.47%) Twitter
4 18 (3.08%) Salesforce.com
5 13 (2.22%) Tableau
6 11 (1.88%) Rackspace
7 9 (1.54%) IBM
8 6 (1.03%) SAP
9 5 (0.85%) Adobe
9 5 (0.85%) Teradata
9 5 (0.85%) VMware
10 4 (0.68%) Red Hat
11 3 (0.51%) Atlassian
11 3 (0.51%) Rally
12 2 (0.34%) Google
12 2 (0.34%) Panasonic
12 2 (0.34%) SaltStack
13 1 (0.17%) Apple
13 1 (0.17%) BT
13 1 (0.17%) WorldPay
City, London
Client Server
Salary: £65k to £80k
Posted: 19 hours ago
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 19 hours ago
London
Client Server
Salary: £65k to £80k
Posted: Yesterday
London
Client Server
Salary: £60k to £75k + equity
Posted: Yesterday
City, London
Networking People
Salary: £40000 - £65000 per annum + Share Options + Benefits
Posted: 3 days ago
London
Client Server
Salary: £45k to £60k
Posted: Yesterday
London
Networking People
Salary: £50000 - £60000 per annum + Share Options + Benefits
Posted: 2 days ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 4 days ago
Central London / West End
Client Server
Salary: £60k to £70k + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 5 days ago
North London
Client Server
Salary: £55k to £70k + benefits
Posted: 2 days ago
London
Client Server
Salary: £45k to £60k
Posted: 2 days ago
City, London
Intelletec
Salary: From £60,000 to £80,000 per annum plus stock options, benefits and fre
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE
Posted: 4 days ago
West London
Understanding Recruitment
Salary: £40000 - £45000 per annum + bens & bonus
Posted: 5 days ago
London
Give-A-Grad-A-Go Ltd
Salary: £30k - 45k per year
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £30,000 to £40,000 per annum + Bonus + Benefits + Parking
Posted: 5 days ago
London
Give-A-Grad-A-Go Ltd
Salary: £30k - 45k per year
Posted: 4 days ago
Central London / West End
Client Server
Salary: £60k to £65k + benefits
Posted: 2 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 3 days ago
Ruislip, Middlesex
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £50,000 per annum
Posted: 2 days ago
City, London
Rullion IT Plus
Salary: £40000 - £55000 per annum + Benefits
Posted: 5 days ago
City, London
Burns Sheehan
Salary: £70000.00 - £80000.00 per annum + Bonus, Shares
Posted: 3 days ago
Central London / West End
Client Server
Salary: £60k to £65k + benefits
Posted: 3 days ago
Newcastle Upon Tyne, Tyne and Wear
Evolution Recruitment Solutions
Salary: 25,000-35,000
Posted: 4 days ago
London
Networking People
Salary: £50000 - £70000 per annum + Share Options + Benefits
Posted: 2 days ago
London
Client Server
Salary: £50k to £70k + benefits
Posted: 11 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 10 days ago
London
Client Server
Salary: £50k to £65k + benefits
Posted: 10 days ago
London
Client Server
Salary: £50k to £80k + benefits
Posted: 17 days ago