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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Artificial Intelligence (AI)
Rank 603 872 840
Rank change year-on-year
+269 -32
Permanent jobs citing Artificial Intelligence 289 57 109
As % of all permanent IT jobs located in England 0.32% 0.056% 0.10%
As % of the Miscellaneous category 0.78% 0.13% 0.25%
Number of salaries quoted 270 47 98
Median salary £60,000 £45,000 £40,000
Median salary % change year-on-year
+33.33% +12.50%
90% offered a salary of more than £40,000 £21,500 £27,500
10% offered a salary of more than £80,000 £65,000 £72,500
UK excluding London median salary £42,500 £40,000 £37,500
% change year-on-year
+6.25% +6.66%
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
37075 43094 43042
As % of all permanent IT jobs located in England 41.19% 42.63% 40.29%
Number of salaries quoted 30555 35017 33917
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £28,760 £28,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 September 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 September 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 +239 242 £60,000 +23.71% 37
East of England +39 19 £70,000 +225.58% 3
South East +41 16 £42,500 +6.25% 5
West Midlands -6 11 £48,750 +50.00%
East Midlands +20 3 £22,500 -43.75% 2
Yorkshire - 2 £52,500 -
South West - 1 £39,000 -
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 26 September 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.

1 279 (47.86%) Machine Learning
2 269 (46.14%) Java
3 226 (38.77%) Python
4 220 (37.74%) Agile Software Development
5 204 (34.99%) Degree
6 176 (30.19%) Computer Science
7 166 (28.47%) Software Engineering
8 164 (28.13%) SQL
9 153 (26.24%) Natural Language Processing
10 152 (26.07%) Algorithms
11 141 (24.19%) Mathematics
12 137 (23.50%) C++
13 136 (23.33%) Analytics
14 134 (22.98%) JavaScript
15 127 (21.78%) Big Data
16 123 (21.10%) Git (software)
17 120 (20.58%) Scrum
18 116 (19.90%) CSS
19 112 (19.21%) NoSQL
20 108 (18.52%) TDD
21 102 (17.50%) HTML
21 102 (17.50%) PhD
22 89 (15.27%) C#
23 86 (14.75%) jQuery
24 84 (14.41%) Linux
24 84 (14.41%) Spring
25 83 (14.24%) CSS3
26 78 (13.38%) MongoDB
26 78 (13.38%) HTML5
27 77 (13.21%) .NET

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 63 (10.81%) Apache Spark
2 31 (5.32%) nginx
3 26 (4.46%) GlassFish
3 26 (4.46%) JBoss
3 26 (4.46%) WildFly
4 17 (2.92%) Apache
4 17 (2.92%) Elasticsearch
4 17 (2.92%) SAS
5 11 (1.89%) Apache Pig
6 7 (1.20%) Apache Solr
7 4 (0.69%) Confluence
8 1 (0.17%) CMS
8 1 (0.17%) Drupal
8 1 (0.17%) IIS
8 1 (0.17%) SharePoint
Applications
1 33 (5.66%) Photoshop
2 6 (1.03%) SPSS
3 3 (0.51%) MS Excel
3 3 (0.51%) Weka
4 2 (0.34%) CPLEX
Business Applications
1 5 (0.86%) SAP Oil and Gas
2 3 (0.51%) Dynamics CRM
Cloud Services
1 60 (10.29%) GitHub
2 41 (7.03%) Amazon AWS
3 15 (2.57%) Microsoft Azure
4 3 (0.51%) SaaS
5 2 (0.34%) Google Play
6 1 (0.17%) Azure Machine Learning
6 1 (0.17%) Heroku
Communications & Networking
1 16 (2.74%) Internet
2 5 (0.86%) HTTP
3 3 (0.51%) Intrusion Detection
3 3 (0.51%) Network Security
4 2 (0.34%) SAN
4 2 (0.34%) TCP/IP
4 2 (0.34%) tcpdump
4 2 (0.34%) WAN
4 2 (0.34%) Wireshark
4 2 (0.34%) X.509
5 1 (0.17%) DNS
5 1 (0.17%) HTTPS
Database & Business Intelligence
1 127 (21.78%) Big Data
2 112 (19.21%) NoSQL
3 78 (13.38%) MongoDB
4 64 (10.98%) Hadoop
5 62 (10.63%) SQL Server
6 55 (9.43%) MySQL
7 53 (9.09%) PostgreSQL
8 46 (7.89%) Apache Cassandra
9 45 (7.72%) Data Mining
10 44 (7.55%) SQL Server 2012
11 29 (4.97%) Relational Database
12 28 (4.80%) Redis
13 26 (4.46%) Triplestore
14 15 (2.57%) Apache Hive
14 15 (2.57%) RDBMS
15 13 (2.23%) Neo4j
16 7 (1.20%) HBase
17 5 (0.86%) SQL Server 2014
18 4 (0.69%) QlikView
19 2 (0.34%) SQLite
Development Applications
1 123 (21.10%) Git (software)
2 51 (8.75%) JIRA
3 50 (8.58%) Bitbucket
4 47 (8.06%) Jenkins
5 44 (7.55%) NUnit
6 28 (4.80%) RSpec
7 26 (4.46%) Hudson
7 26 (4.46%) JBehave
7 26 (4.46%) JUnit
8 11 (1.89%) Atlassian Bamboo
9 9 (1.54%) Bundler
9 9 (1.54%) RubyGems
10 7 (1.20%) CMake
10 7 (1.20%) Selenium
11 5 (0.86%) Cucumber
11 5 (0.86%) Maven
11 5 (0.86%) WebDriver
12 4 (0.69%) Appium
13 2 (0.34%) Calabash
13 2 (0.34%) Visual Studio
General
1 54 (9.26%) Finance
2 40 (6.86%) Marketing
3 37 (6.35%) Games
4 32 (5.49%) Retail
4 32 (5.49%) Telecoms
5 24 (4.12%) Banking
6 23 (3.95%) Publishing
7 21 (3.60%) Law
8 12 (2.06%) Back Office
9 9 (1.54%) Front Office
10 4 (0.69%) Financial Institution
11 2 (0.34%) Investment Banking
11 2 (0.34%) Legal
12 1 (0.17%) Multimedia
Job Titles
1 300 (51.46%) Developer
2 123 (21.10%) Java Developer
3 66 (11.32%) Software Engineer
4 61 (10.46%) Data Scientist
5 57 (9.78%) Senior Developer
6 50 (8.58%) Java Engineer
7 41 (7.03%) C++ Developer
7 41 (7.03%) Python Developer
8 39 (6.69%) Senior Java Developer
9 37 (6.35%) Full Stack Developer
10 32 (5.49%) Lead Developer
11 29 (4.97%) JavaScript Developer
12 28 (4.80%) Machine Learning Developer
13 24 (4.12%) C# Developer
14 23 (3.95%) Java Software Engineer
15 22 (3.77%) Java Software Developer
15 22 (3.77%) Ruby Developer
16 20 (3.43%) Analyst
16 20 (3.43%) Artificial Intelligence Developer
17 19 (3.26%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 153 (26.24%) Natural Language Processing
2 116 (19.90%) CSS
3 102 (17.50%) HTML
4 86 (14.75%) jQuery
5 84 (14.41%) Spring
6 83 (14.24%) CSS3
7 78 (13.38%) HTML5
8 77 (13.21%) .NET
9 57 (9.78%) AngularJS
10 54 (9.26%) RESTful
11 52 (8.92%) ASP.NET
12 46 (7.89%) KnockoutJS
12 46 (7.89%) Twitter Bootstrap
13 44 (7.55%) Ajax
14 39 (6.69%) Ruby on Rails
15 37 (6.35%) React
16 34 (5.83%) Web Services
17 33 (5.66%) Backbone.js
18 28 (4.80%) Flash
18 28 (4.80%) Spine.js
Miscellaneous
1 176 (30.19%) Computer Science
2 152 (26.07%) Algorithms
3 141 (24.19%) Mathematics
4 61 (10.46%) Statistics
5 59 (10.12%) User Experience
6 58 (9.95%) Visualisation
7 40 (6.86%) Mobile App
8 38 (6.52%) Neural Network
9 34 (5.83%) Analytical Skills
10 30 (5.15%) Physics
11 24 (4.12%) Ontologies
12 18 (3.09%) Biometrics
13 17 (2.92%) CUDA
14 15 (2.57%) Data Structures
15 11 (1.89%) Fixed Income
16 10 (1.72%) Cryptography
16 10 (1.72%) Hedge funds
17 9 (1.54%) Economics
17 9 (1.54%) Equities
18 8 (1.37%) Applied Mathematics
Operating Systems
1 84 (14.41%) Linux
2 37 (6.35%) Android
3 29 (4.97%) Apple iOS
4 17 (2.92%) Windows
5 13 (2.23%) Unix
6 5 (0.86%) Embedded Linux
7 4 (0.69%) Ubuntu
8 3 (0.51%) Mac OS X
9 2 (0.34%) Windows Server
Processes & Methodologies
1 279 (47.86%) Machine Learning
2 220 (37.74%) Agile Software Development
3 166 (28.47%) Software Engineering
4 136 (23.33%) Analytics
5 120 (20.58%) Scrum
6 108 (18.52%) TDD
7 75 (12.86%) Continuous Integration
8 66 (11.32%) Deep Learning
9 64 (10.98%) Microservices
10 55 (9.43%) OO
11 51 (8.75%) Multithreading
12 48 (8.23%) Information Retrieval
12 48 (8.23%) MVC
13 47 (8.06%) Predictive Analytics
14 42 (7.20%) SOA
14 42 (7.20%) Unit Testing
15 38 (6.52%) BDD
15 38 (6.52%) Front End Development
16 36 (6.17%) DevOps
16 36 (6.17%) Statistical Modelling
Programming Languages
1 269 (46.14%) Java
2 226 (38.77%) Python
3 164 (28.13%) SQL
4 137 (23.50%) C++
5 134 (22.98%) JavaScript
6 89 (15.27%) C#
7 69 (11.84%) Scala
8 65 (11.15%) Ruby
9 58 (9.95%) R
10 38 (6.52%) C
11 31 (5.32%) Clojure
12 28 (4.80%) MATLAB
13 16 (2.74%) CoffeeScript
14 13 (2.23%) Perl
14 13 (2.23%) Shell Script
15 9 (1.54%) Go
16 8 (1.37%) PHP
17 6 (1.03%) Lua
18 5 (0.86%) Apex Code
18 5 (0.86%) Erlang
Qualifications
1 204 (34.99%) Degree
2 102 (17.50%) 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 21 (3.60%) QA
2 2 (0.34%) SNOMED CT
3 1 (0.17%) Data Quality
System Software
1 33 (5.66%) Docker
2 1 (0.17%) Active Directory
2 1 (0.17%) HDFS
2 1 (0.17%) Snort
2 1 (0.17%) VirtualBox
2 1 (0.17%) VMware Infrastructure
Systems Management
1 39 (6.69%) Opscode Chef
2 22 (3.77%) Kubernetes
3 12 (2.06%) Ansible
3 12 (2.06%) Puppet
4 7 (1.20%) Mesos
5 1 (0.17%) Nagios
5 1 (0.17%) OSSEC
5 1 (0.17%) Terraform
Vendors
1 38 (6.52%) Oracle
2 26 (4.46%) Facebook
2 26 (4.46%) Twitter
3 20 (3.43%) Salesforce.com
4 11 (1.89%) Rackspace
4 11 (1.89%) Tableau
5 8 (1.37%) IBM
6 6 (1.03%) SAP
7 5 (0.86%) Red Hat
7 5 (0.86%) VMware
8 4 (0.69%) Adobe
8 4 (0.69%) Atlassian
8 4 (0.69%) Teradata
9 3 (0.51%) Rally
10 2 (0.34%) Panasonic
11 1 (0.17%) Cognos
11 1 (0.17%) HP
11 1 (0.17%) Intel
11 1 (0.17%) Microsoft
11 1 (0.17%) SaltStack
Oxfordshire
Churchill Frank
Salary: £41000 - £60000 per annum
Posted: 12 hours ago
Milton Keynes
Churchill Frank International
Salary: £45000 - £60000 per annum
Posted: 22 hours ago
Buckinghamshire
Lawrence Harvey Enterprise
Salary: £400 - £500 per day
Posted: 6 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: Yesterday
London
Oliver Bernard
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: 6 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 9 hours ago
South East London
Understanding Recruitment
Salary: £35000 - £50000 per annum + bens + share options
Posted: Yesterday
Cambridge, Cambridgeshire
Huxley Banking & Financial Services
Salary: Equity
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: DOE (Up to £800 p/d)
Posted: 7 hours ago
London
ISL
Salary: £45000 - £65000 per annum
Posted: 4 days ago
London
Capita Resourcing - IT Resourcing
Salary: £50000 - £70000 per annum + stock options
Posted: 4 days ago
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 6 days ago
Manchester, Lancashire
Chroma Recruitment
Salary: flexible working
Posted: Yesterday
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £35000 per annum, Pension, Private Medical + More!
Posted: 5 days ago
Romsey, Hampshire
Team Jobs
Salary: Unspecified Competitive salary, range of exceptional benefits
Posted: 5 days ago
London
Client Server
Salary: £60000 - £75000 per annum + equity
Posted: 6 days ago
London
Client Server
Salary: £65k to £80k
Posted: 7 days ago
London
Oho Group Ltd.
Salary: £40000 - £100000 per annum
Posted: 5 days ago
London
Eligo Recruitment
Salary: £60000 - £70000 per annum
Posted: 11 days ago
Northampton, Northamptonshire
IT Connections
Salary: £20,000 to £25,000
Posted: 5 days ago
London
harringtonstarr
Salary: £45000 - £65000 per annum + Benefits + Bonus
Posted: 7 days ago
City, London
ANSON MCCADE
Salary: £700-800pd
Posted: 6 hours ago
Central London / West End
Client Server
Salary: £60k to £70k + benefits
Posted: 6 days ago
City of London
Energize Recruitment Solutions Ltd
Salary: £60000 - £75000 per annum
Posted: 11 days ago
Central London / West End
Client Server
Salary: £60k to £65k + benefits
Posted: 6 days ago
London
Client Server
Salary: £60k to £75k + equity
Posted: 13 days ago
London
Client Server
Salary: £65k to £80k
Posted: 14 days ago
London
Streamline Connections Ltd
Salary: £0.00 per annum
Posted: 7 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 12 days ago
Reading
Spectrum IT
Salary: £25000 - £32000 per annum
Posted: 18 days ago