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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Artificial Intelligence (AI)
UK / England
Rank 573 780 855
Rank change year-on-year
+207 +75
Permanent jobs citing Artificial Intelligence 252 117 75
As % of all permanent IT jobs located in England 0.32% 0.13% 0.078%
As % of the Miscellaneous category 0.79% 0.29% 0.19%
Number of salaries quoted 236 110 66
Median salary £60,000 £53,750 £60,000
Median salary % change year-on-year
+11.62% -10.41%
90% offered a salary of more than £32,500 £37,007 £27,500
10% offered a salary of more than £85,000 £85,000 £85,000
UK excluding London median salary £47,500 £42,469 £40,000
% change year-on-year
+11.84% +6.17%

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
32088 39882 39274
As % of all permanent IT jobs located in England 40.72% 42.64% 40.76%
Number of salaries quoted 26311 32480 32059
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £30,000 £28,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £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 18 January 2017.

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 18 January 2017. 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 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 +142 177 £62,500 +8.69% 27
South East +70 27 £47,500 -24.00% 6
East of England - 19 £75,000 - 8
South West - 13 £37,500 - 5
West Midlands +6 9 £42,500 +70.00%
North West -12 9 £55,000 +29.50% 1
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 18 January 2017, 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.

1 224 (45.25%) Machine Learning
2 200 (40.40%) Java
3 188 (37.98%) Python
4 175 (35.35%) Agile Software Development
5 151 (30.51%) Software Engineering
6 136 (27.47%) Degree
6 136 (27.47%) Computer Science
7 133 (26.87%) Algorithms
8 126 (25.45%) Big Data
9 115 (23.23%) JavaScript
10 107 (21.62%) C++
11 106 (21.41%) PhD
12 99 (20.00%) SQL
12 99 (20.00%) Natural Language Processing
13 93 (18.79%) Linux
13 93 (18.79%) Analytics
14 88 (17.78%) Git (software)
14 88 (17.78%) Mathematics
15 87 (17.58%) NoSQL
16 85 (17.17%) Deep Learning
17 83 (16.77%) TDD
18 79 (15.96%) C#
19 71 (14.34%) CSS
20 70 (14.14%) HTML
21 65 (13.13%) Scala
22 62 (12.53%) Ruby
22 62 (12.53%) jQuery
22 62 (12.53%) User Experience
23 59 (11.92%) MongoDB
23 59 (11.92%) Scrum

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 45 (9.09%) Apache Spark
2 32 (6.46%) nginx
3 19 (3.84%) Elasticsearch
4 10 (2.02%) Apache
4 10 (2.02%) Apache Solr
5 8 (1.62%) SAS
6 4 (0.81%) GlassFish
6 4 (0.81%) JBoss
6 4 (0.81%) WildFly
7 3 (0.61%) Apache Pig
7 3 (0.61%) Tornado
8 2 (0.40%) Confluence
9 1 (0.20%) CMS
9 1 (0.20%) MS Exchange
9 1 (0.20%) OpenStack
9 1 (0.20%) SharePoint
9 1 (0.20%) WordPress
Applications
1 36 (7.27%) Photoshop
2 7 (1.41%) Chatbot
3 5 (1.01%) Adobe Illustrator
3 5 (1.01%) MS Office
4 3 (0.61%) SPSS
5 2 (0.40%) CPLEX
5 2 (0.40%) MS Excel
Business Applications
1 3 (0.61%) Dynamics CRM
1 3 (0.61%) Oracle BPM
2 1 (0.20%) IBM Operational Decision Manager
2 1 (0.20%) SAP Oil and Gas
Cloud Services
1 25 (5.05%) GitHub
2 20 (4.04%) Amazon AWS
3 10 (2.02%) Cloud Computing
4 9 (1.82%) SaaS
5 7 (1.41%) IBM Blueworks
5 7 (1.41%) Microsoft Azure
6 4 (0.81%) Adobe Creative Cloud
7 2 (0.40%) Heroku
7 2 (0.40%) Office 365
8 1 (0.20%) Amazon CloudWatch
8 1 (0.20%) Amazon EC2
8 1 (0.20%) Amazon ELB
8 1 (0.20%) Amazon S3
8 1 (0.20%) Azure Machine Learning
8 1 (0.20%) DigitalOcean
8 1 (0.20%) Google Analytics
8 1 (0.20%) Virtual Private Cloud
Communications & Networking
1 14 (2.83%) Internet
2 7 (1.41%) HTTP
3 6 (1.21%) Network Security
3 6 (1.21%) TCP/IP
4 3 (0.61%) Remote Desktop
5 2 (0.40%) Intranet
5 2 (0.40%) Intrusion Detection
5 2 (0.40%) LAN
5 2 (0.40%) tcpdump
5 2 (0.40%) WAN
5 2 (0.40%) Wireshark
5 2 (0.40%) X.509
6 1 (0.20%) DNS
6 1 (0.20%) HTTPS
6 1 (0.20%) SNMP
Database & Business Intelligence
1 126 (25.45%) Big Data
2 87 (17.58%) NoSQL
3 59 (11.92%) MongoDB
4 33 (6.67%) Hadoop
5 31 (6.26%) MySQL
5 31 (6.26%) Redis
6 27 (5.45%) PostgreSQL
7 26 (5.25%) Data Mining
8 22 (4.44%) SQL Server
9 16 (3.23%) Apache Cassandra
9 16 (3.23%) Neo4j
10 13 (2.63%) Triplestore
11 8 (1.62%) SQL Server 2012
12 7 (1.41%) Relational Database
13 5 (1.01%) QlikView
14 4 (0.81%) Apache Hive
15 3 (0.61%) Data Warehouse
15 3 (0.61%) DB2
15 3 (0.61%) Power BI
15 3 (0.61%) Sqoop
Development Applications
1 88 (17.78%) Git (software)
2 27 (5.45%) RSpec
3 22 (4.44%) Jenkins
4 20 (4.04%) JIRA
5 11 (2.22%) Bitbucket
6 10 (2.02%) Maven
7 8 (1.62%) NUnit
8 7 (1.41%) Selenium
9 5 (1.01%) CMake
10 4 (0.81%) Visual Studio
11 3 (0.61%) Atlassian Bamboo
11 3 (0.61%) Bundler
11 3 (0.61%) RubyGems
12 2 (0.40%) VTune
13 1 (0.20%) Cucumber
13 1 (0.20%) Team Foundation Server
13 1 (0.20%) WebDriver
General
1 54 (10.91%) Finance
2 45 (9.09%) Games
3 27 (5.45%) Marketing
4 26 (5.25%) Banking
5 23 (4.65%) Back Office
6 15 (3.03%) Telecoms
7 14 (2.83%) Retail
8 13 (2.63%) Advertising
9 11 (2.22%) Front Office
9 11 (2.22%) Publishing
10 6 (1.21%) French Language
11 5 (1.01%) Brand Awareness
11 5 (1.01%) Investment Banking
11 5 (1.01%) Law
11 5 (1.01%) Legal
11 5 (1.01%) Local Government
12 4 (0.81%) Financial Institution
12 4 (0.81%) German Language
12 4 (0.81%) Russian Language
13 3 (0.61%) Pharmaceutical
Job Titles
1 244 (49.29%) Developer
2 90 (18.18%) Java Developer
3 59 (11.92%) Data Scientist
4 54 (10.91%) Software Engineer
5 48 (9.70%) Java Engineer
6 44 (8.89%) C++ Developer
7 37 (7.47%) Software Developer
8 31 (6.26%) Python Developer
8 31 (6.26%) Senior Data Scientist
9 28 (5.66%) Machine Learning Developer
10 24 (4.85%) Artificial Intelligence Developer
10 24 (4.85%) Developer/Software Engineer
10 24 (4.85%) JavaScript Developer
11 22 (4.44%) Technical Director
12 20 (4.04%) Machine Learning Scientist
12 20 (4.04%) Python Software Engineer
13 19 (3.84%) Full Stack Developer
14 17 (3.43%) Java Software Developer
14 17 (3.43%) Ruby Developer
15 16 (3.23%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 99 (20.00%) Natural Language Processing
2 71 (14.34%) CSS
3 70 (14.14%) HTML
4 62 (12.53%) jQuery
5 57 (11.52%) Node.js
6 50 (10.10%) CSS3
6 50 (10.10%) HTML5
7 44 (8.89%) AngularJS
8 43 (8.69%) React
9 39 (7.88%) Backbone.js
10 36 (7.27%) .NET
10 36 (7.27%) Spring
11 35 (7.07%) RESTful
11 35 (7.07%) Ruby on Rails
12 31 (6.26%) Flash
12 31 (6.26%) Spine.js
13 26 (5.25%) Web Services
14 22 (4.44%) Django
14 22 (4.44%) Flask
14 22 (4.44%) RabbitMQ
Miscellaneous
1 136 (27.47%) Computer Science
2 133 (26.87%) Algorithms
3 88 (17.78%) Mathematics
4 62 (12.53%) User Experience
5 41 (8.28%) Visualisation
6 37 (7.47%) Statistics
7 30 (6.06%) Physics
8 27 (5.45%) Robotics
9 23 (4.65%) Analytical Skills
9 23 (4.65%) Ontologies
10 14 (2.83%) Fixed Income
10 14 (2.83%) Neural Network
11 11 (2.22%) Internet of Things
12 10 (2.02%) Applied Mathematics
12 10 (2.02%) Biometrics
12 10 (2.02%) Fintech
12 10 (2.02%) Foreign Exchange (FX)
13 9 (1.82%) CUDA
13 9 (1.82%) Data Structures
13 9 (1.82%) Embedded Systems
Operating Systems
1 93 (18.79%) Linux
2 21 (4.24%) Windows
3 14 (2.83%) Android
4 8 (1.62%) Ubuntu
5 7 (1.41%) Apple iOS
5 7 (1.41%) Unix
6 4 (0.81%) CentOS
6 4 (0.81%) Embedded Linux
6 4 (0.81%) Windows 7
7 3 (0.61%) Windows Server
8 2 (0.40%) Mac OS X
8 2 (0.40%) Solaris
8 2 (0.40%) Windows 2000
8 2 (0.40%) Windows Server 2008
8 2 (0.40%) Windows Server 2012
Processes & Methodologies
1 224 (45.25%) Machine Learning
2 175 (35.35%) Agile Software Development
3 151 (30.51%) Software Engineering
4 93 (18.79%) Analytics
5 85 (17.17%) Deep Learning
6 83 (16.77%) TDD
7 59 (11.92%) Scrum
8 57 (11.52%) Microservices
9 51 (10.30%) Continuous Integration
10 50 (10.10%) Multithreading
11 46 (9.29%) OO
12 38 (7.68%) DevOps
13 31 (6.26%) BDD
14 27 (5.45%) Data Analysis
15 24 (4.85%) SOA
16 23 (4.65%) Distributed Algorithms
17 21 (4.24%) Data Analytics
17 21 (4.24%) Speech Recognition
18 20 (4.04%) Mentoring
19 19 (3.84%) Front End Development
Programming Languages
1 200 (40.40%) Java
2 188 (37.98%) Python
3 115 (23.23%) JavaScript
4 107 (21.62%) C++
5 99 (20.00%) SQL
6 79 (15.96%) C#
7 65 (13.13%) Scala
8 62 (12.53%) Ruby
9 47 (9.49%) C
9 47 (9.49%) R
10 18 (3.64%) MATLAB
11 13 (2.63%) CoffeeScript
11 13 (2.63%) Perl
12 10 (2.02%) Go
13 9 (1.82%) Lua
13 9 (1.82%) VB.NET
14 8 (1.62%) SPARQL
15 7 (1.41%) Elixir
16 6 (1.21%) PHP
17 4 (0.81%) Bash Shell
Qualifications
1 136 (27.47%) Degree
2 106 (21.41%) PhD
3 5 (1.01%) CISSP
4 4 (0.81%) CEH
4 4 (0.81%) GCIH
4 4 (0.81%) OSCP
5 2 (0.40%) ISTQB
5 2 (0.40%) ISTQB Foundation Certification
5 2 (0.40%) PRINCE2 Practitioner
5 2 (0.40%) Security Cleared
6 1 (0.20%) GSEC
6 1 (0.20%) Microsoft Certification
6 1 (0.20%) PMP
Quality Assurance & Compliance
1 14 (2.83%) QA
2 3 (0.61%) SNOMED CT
3 2 (0.40%) GPG13
3 2 (0.40%) ISO/IEC 27001
4 1 (0.20%) SLA
System Software
1 28 (5.66%) Docker
2 4 (0.81%) HDFS
2 4 (0.81%) Snort
3 3 (0.61%) Active Directory
4 2 (0.40%) Apache Flume
4 2 (0.40%) Apache ZooKeeper
5 1 (0.20%) Hyper-V
5 1 (0.20%) KVM
5 1 (0.20%) LXC
5 1 (0.20%) Slurm Workload Manager
5 1 (0.20%) Terminal Services
5 1 (0.20%) VMware Infrastructure
5 1 (0.20%) Xen
Systems Management
1 38 (7.68%) Opscode Chef
2 16 (3.23%) Kubernetes
3 11 (2.22%) Mesos
4 8 (1.62%) Ansible
4 8 (1.62%) Puppet
5 4 (0.81%) Fluentd
5 4 (0.81%) QRadar
6 3 (0.61%) HP Quality Center
6 3 (0.61%) Kibana
6 3 (0.61%) logstash
7 2 (0.40%) CSIRT
8 1 (0.20%) Terraform
8 1 (0.20%) WMI
Vendors
1 18 (3.64%) Salesforce.com
2 16 (3.23%) IBM
3 14 (2.83%) Oracle
4 10 (2.02%) Google
4 10 (2.02%) Microsoft
5 8 (1.62%) Red Hat
6 7 (1.41%) Pega
6 7 (1.41%) webMethods
7 5 (1.01%) Adobe
7 5 (1.01%) Tableau
8 4 (0.81%) ArcSight
8 4 (0.81%) FireEye
8 4 (0.81%) Fortinet
8 4 (0.81%) LogRhythm
8 4 (0.81%) Palo Alto
8 4 (0.81%) Sophos
8 4 (0.81%) Sourcefire
8 4 (0.81%) Splunk
8 4 (0.81%) TippingPoint
8 4 (0.81%) VMware
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 7 hours ago
Manchester, Lancashire
Hanover IT Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: 47 minutes ago
South East London
Understanding Recruitment
Salary: £60000 - £70000 per annum + bens + share options
Posted: Yesterday
Central London / West End
Client Server
Salary: £45k to £55k + benefits
Posted: 3 hours ago
Oxfordshire
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 2 days ago
North London
Client Server
Salary: £55k to £70k + benefits
Posted: Yesterday
Central London / West End
Empiric.com
Salary: From £45,000 to £65,000 per annum + Bonus + Equity + Benefits
Posted: Yesterday
West London
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens & bonus
Posted: 2 days ago
Wokingham, Berkshire
Oscar
Salary: £25000 - £38000 per annum + Benefits
Posted: Yesterday
City, London
TechNet IT Recruitment (Permanent)
Posted: Yesterday
Old Street, London
Network Compucare
Salary: £60,000 - £75,000 per year
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 2 days ago
Bristol, Avon
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 2 days ago
City, London
IPsoft
Salary: Excellent salary plus strong benefits package
Posted: Yesterday
Wokingham, Berkshire
The People Network
Salary: £35000 - £38000 per annum + Superb Benefits
Posted: Yesterday
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 2 days ago
Old Street, London
Network Compucare
Salary: £50,000 - £75,000 per year
Posted: 2 days ago
London
RBW Consulting
Salary: From £60,000 to £100,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 8 days ago
London
Oho Group Ltd.
Salary: £60000 - £120000 per annum, Benefits excellent benefits
Posted: 6 days ago
City, London
TEKsystems
Salary: £70000 - £110000 per annum + extensive benefits
Posted: 5 days ago
Newcastle Upon Tyne, Tyne And Wear
Capita
Posted: 15 hours ago
Ringwood, Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £45000 per annum
Posted: 5 days ago
Central London / West End
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £highly competitive + package
Posted: 6 days ago
Central London / West End
Client Server
Salary: £60k to £70k + benefits
Posted: 5 days ago
London
Client Server
Salary: £45000 - £60000 per annum + options
Posted: 6 days ago