The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Artificial Intelligence skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Artificial Intelligence over the 3 months to 24 April 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
UK / England
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 532 713 863
Rank change year-on-year +181 +150  
Permanent jobs citing Artificial Intelligence 346 234 91
As % of all permanent IT jobs advertised in England 0.43% 0.24% 0.086%
As % of the Processes & Methodologies category 0.48% 0.27% 0.099%
Number of salaries quoted 291 213 83
Median salary £65,000 £57,500 £57,500
Median salary % change year-on-year +13.04% -  
90% offered a salary of more than £37,500 £25,000 £36,600
10% offered a salary of more than £90,000 £90,000 £75,000
UK excluding London median salary £60,000 £42,500 £55,000
% change year-on-year +41.17% -22.72%  

Artificial Intelligence is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71972 86978 91838
As % of all permanent IT job vacancies advertised in England 89.30% 88.80% 87.06%
Number of salaries quoted 59614 73025 75034
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Artificial Intelligence
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Artificial Intelligence as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Artificial Intelligence 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 in England.

Salary trend for Artificial Intelligence in England

Artificial Intelligence
Salary Histogram in England

The salary distribution of IT jobs citing Artificial Intelligence in England over the 3 months to 24 April 2017.

Salary histogram for Artificial Intelligence 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 24 April 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 +113 206 £67,500 +12.50% 42
East of England +61 56 £62,500 - 14
South East +95 42 £60,000 +41.17% 2
South West +27 22 £37,500 -68.75% 3
North West -7 12 £45,000 +28.57% 2
West Midlands -13 6 £47,500 +15.15%
North East +6 2 £90,000 +200.00% 2
Artificial Intelligence
UK

For the 6 months to 24 April 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.

1 357 (58.33%) Machine Learning
2 272 (44.44%) Java
3 269 (43.95%) Python
4 181 (29.58%) Agile Software Development
5 171 (27.94%) Software Engineering
6 169 (27.61%) Algorithms
7 163 (26.63%) PhD
8 151 (24.67%) Big Data
9 140 (22.88%) Computer Science
10 136 (22.22%) JavaScript
11 132 (21.57%) Degree
12 129 (21.08%) C++
13 110 (17.97%) Analytics
13 110 (17.97%) Deep Learning
14 108 (17.65%) Mathematics
15 105 (17.16%) C#
16 100 (16.34%) Natural Language Processing
17 92 (15.03%) SQL
18 88 (14.38%) Scala
19 87 (14.22%) Linux
20 85 (13.89%) Git (software)
21 81 (13.24%) Finance
22 75 (12.25%) TDD
22 75 (12.25%) NoSQL
23 74 (12.09%) R
24 72 (11.76%) HTML
25 67 (10.95%) AngularJS
26 65 (10.62%) CSS
27 63 (10.29%) Games
28 62 (10.13%) Node.js

Artificial Intelligence
Co-occurring 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 52 (8.50%) Apache Spark
2 22 (3.59%) Elasticsearch
3 16 (2.61%) nginx
4 14 (2.29%) Apache
5 12 (1.96%) Tornado
6 11 (1.80%) DNN
7 9 (1.47%) SAS
8 8 (1.31%) Apache Solr
9 5 (0.82%) Umbraco
10 3 (0.49%) Apache Pig
11 2 (0.33%) GlassFish
11 2 (0.33%) JBoss
11 2 (0.33%) Skype for Business
11 2 (0.33%) WildFly
12 1 (0.16%) CMS
12 1 (0.16%) MS Exchange
12 1 (0.16%) OpenStack
12 1 (0.16%) Tomcat
12 1 (0.16%) WebSphere
12 1 (0.16%) WordPress
Applications
1 20 (3.27%) Photoshop
2 12 (1.96%) Microsoft Office
3 5 (0.82%) Adobe Illustrator
3 5 (0.82%) Microsoft Excel
4 2 (0.33%) Chatbot
4 2 (0.33%) Spreadsheet
5 1 (0.16%) GNU Octave
Business Applications
1 2 (0.33%) Oracle BPM
Cloud Services
1 40 (6.54%) Amazon AWS
2 22 (3.59%) SaaS
3 18 (2.94%) GitHub
3 18 (2.94%) Microsoft Azure
4 14 (2.29%) Cloud Computing
5 10 (1.63%) Google Cloud Platform
5 10 (1.63%) IBM Blueworks
6 6 (0.98%) Amazon CloudWatch
6 6 (0.98%) AWS Lambda
6 6 (0.98%) Virtual Private Cloud
7 5 (0.82%) CloudFront
7 5 (0.82%) Route 53
8 4 (0.65%) Adobe Creative Cloud
8 4 (0.65%) Office 365
9 3 (0.49%) Google Analytics
10 2 (0.33%) Amazon EC2
10 2 (0.33%) Amazon S3
10 2 (0.33%) Amazon SQS
11 1 (0.16%) Amazon ELB
11 1 (0.16%) AWS Elastic Beanstalk
Communications & Networking
1 23 (3.76%) Internet
2 6 (0.98%) Skype
3 5 (0.82%) Network Security
3 5 (0.82%) TCP/IP
4 3 (0.49%) HTTP
4 3 (0.49%) Intranet
4 3 (0.49%) LAN
4 3 (0.49%) Remote Desktop
4 3 (0.49%) Wireless
5 2 (0.33%) iBeacon
5 2 (0.33%) NFC
6 1 (0.16%) BGP
6 1 (0.16%) DNS
6 1 (0.16%) Firewall
6 1 (0.16%) MQTT
6 1 (0.16%) SNMP
6 1 (0.16%) VPN
Database & Business Intelligence
1 151 (24.67%) Big Data
2 75 (12.25%) NoSQL
3 47 (7.68%) Hadoop
3 47 (7.68%) MongoDB
4 25 (4.08%) MySQL
5 23 (3.76%) SQL Server
6 21 (3.43%) Redis
7 20 (3.27%) Data Mining
8 19 (3.10%) Neo4j
9 17 (2.78%) Apache Cassandra
10 16 (2.61%) PostgreSQL
11 13 (2.12%) Relational Database
12 9 (1.47%) RDBMS
12 9 (1.47%) Triplestore
13 6 (0.98%) Amazon DynamoDB
14 5 (0.82%) Power BI
14 5 (0.82%) QlikView
14 5 (0.82%) Text Mining
15 4 (0.65%) Apache Hive
16 3 (0.49%) Oracle Database
Development Applications
1 85 (13.89%) Git (software)
2 16 (2.61%) JIRA
3 15 (2.45%) Jenkins
4 11 (1.80%) RSpec
4 11 (1.80%) Visual Studio
5 7 (1.14%) Mocha
5 7 (1.14%) Selenium
6 6 (0.98%) Bitbucket
6 6 (0.98%) Maven
6 6 (0.98%) Subversion
7 5 (0.82%) TestNG
8 4 (0.65%) Cucumber
9 3 (0.49%) VTune
10 2 (0.33%) Jasmine
10 2 (0.33%) Octopus Deploy
10 2 (0.33%) Team Foundation Server
10 2 (0.33%) TeamCity
10 2 (0.33%) Visual Studio Team System
11 1 (0.16%) GitLab
11 1 (0.16%) webpack
General
1 81 (13.24%) Finance
2 63 (10.29%) Games
3 30 (4.90%) Banking
3 30 (4.90%) Marketing
4 20 (3.27%) Retail
5 17 (2.78%) Advertising
5 17 (2.78%) Back Office
5 17 (2.78%) Telecoms
6 12 (1.96%) Financial Institution
6 12 (1.96%) Publishing
7 6 (0.98%) Electronics
7 6 (0.98%) French Language
8 5 (0.82%) Brand Awareness
9 4 (0.65%) German Language
9 4 (0.65%) Law
9 4 (0.65%) Legal
9 4 (0.65%) Local Government
9 4 (0.65%) Russian Language
10 3 (0.49%) Investment Banking
10 3 (0.49%) Pharmaceutical
Job Titles
1 274 (44.77%) Developer
2 79 (12.91%) Java Developer
3 71 (11.60%) Software Engineer
4 63 (10.29%) Data Scientist
5 60 (9.80%) Software Developer
6 48 (7.84%) Java Engineer
7 41 (6.70%) JavaScript Developer
7 41 (6.70%) Python Developer
8 35 (5.72%) Machine Learning Engineer
9 34 (5.56%) Machine Learning Developer
10 30 (4.90%) Architect
10 30 (4.90%) Artificial Intelligence Developer
10 30 (4.90%) Full Stack Developer
11 28 (4.58%) Senior Data Scientist
12 27 (4.41%) .NET Developer
12 27 (4.41%) Senior Developer
13 22 (3.59%) Developer/Software Engineer
14 21 (3.43%) Designer
15 20 (3.27%) C++ Developer
15 20 (3.27%) Ruby Developer
Libraries, Frameworks & Software Standards
1 100 (16.34%) Natural Language Processing
2 72 (11.76%) HTML
3 67 (10.95%) AngularJS
4 65 (10.62%) CSS
5 62 (10.13%) Node.js
6 59 (9.64%) .NET
7 58 (9.48%) jQuery
8 46 (7.52%) React
9 38 (6.21%) RESTful
10 35 (5.72%) HTML5
11 33 (5.39%) ASP.NET
12 32 (5.23%) Unity (Game Engine)
13 29 (4.74%) CSS3
14 25 (4.08%) Spring
15 24 (3.92%) Backbone.js
16 23 (3.76%) Django
17 21 (3.43%) REST
17 21 (3.43%) Theano
17 21 (3.43%) Web Services
18 20 (3.27%) Flask
Miscellaneous
1 169 (27.61%) Algorithms
2 140 (22.88%) Computer Science
3 61 (9.97%) Greenfield Project
4 50 (8.17%) Robotics
5 40 (6.54%) User Experience
6 31 (5.07%) Analytical Skills
7 26 (4.25%) Fintech
8 18 (2.94%) Internet of Things
8 18 (2.94%) Smart Home
9 12 (1.96%) Client/Server
9 12 (1.96%) Social Media
10 11 (1.80%) Data Structures
10 11 (1.80%) N-Tier
11 10 (1.63%) Hedge funds
12 9 (1.47%) 3D Graphics
12 9 (1.47%) Embedded Systems
12 9 (1.47%) Mobile App
13 8 (1.31%) Linux Command Line
14 7 (1.14%) Enterprise Software
14 7 (1.14%) Fixed Income
Operating Systems
1 87 (14.22%) Linux
2 29 (4.74%) Windows
3 13 (2.12%) Android
4 10 (1.63%) Apple iOS
5 9 (1.47%) Unix
6 8 (1.31%) CentOS
6 8 (1.31%) Windows Server
7 6 (0.98%) Ubuntu
8 5 (0.82%) Windows 7
9 4 (0.65%) Windows Server 2008
9 4 (0.65%) Windows Server 2012
10 3 (0.49%) Mac OS
10 3 (0.49%) Red Hat Enterprise Linux
10 3 (0.49%) Solaris
10 3 (0.49%) Windows 2000
11 2 (0.33%) Mac OS X
Processes & Methodologies
1 357 (58.33%) Machine Learning
2 181 (29.58%) Agile Software Development
3 171 (27.94%) Software Engineering
4 110 (17.97%) Analytics
4 110 (17.97%) Deep Learning
5 108 (17.65%) Mathematics
6 75 (12.25%) TDD
7 57 (9.31%) OO
8 56 (9.15%) Microservices
9 54 (8.82%) Multithreading
10 52 (8.50%) Continuous Integration
10 52 (8.50%) DevOps
10 52 (8.50%) Scrum
11 50 (8.17%) Computer Vision
11 50 (8.17%) Reinforcement Learning
12 44 (7.19%) Physics
13 41 (6.70%) Distributed Algorithms
14 36 (5.88%) Visualisation
15 34 (5.56%) Statistics
16 33 (5.39%) Data Analysis
Programming Languages
1 272 (44.44%) Java
2 269 (43.95%) Python
3 136 (22.22%) JavaScript
4 129 (21.08%) C++
5 105 (17.16%) C#
6 92 (15.03%) SQL
7 88 (14.38%) Scala
8 74 (12.09%) R
9 53 (8.66%) Ruby
10 52 (8.50%) C
11 21 (3.43%) Perl
12 20 (3.27%) Elixir
12 20 (3.27%) MATLAB
13 16 (2.61%) Bash Shell
14 12 (1.96%) VB.NET
15 9 (1.47%) Fortran
16 8 (1.31%) PHP
17 7 (1.14%) Lua
18 6 (0.98%) Go
19 5 (0.82%) Julia
Qualifications
1 163 (26.63%) PhD
2 132 (21.57%) Degree
3 9 (1.47%) CISSP
4 8 (1.31%) CEH
5 5 (0.82%) GCIH
5 5 (0.82%) OSCP
6 4 (0.65%) Security Cleared
7 3 (0.49%) GCIA
7 3 (0.49%) PMI Certification
7 3 (0.49%) PMP
8 2 (0.33%) A+ Certification
8 2 (0.33%) ISTQB
8 2 (0.33%) ISTQB Foundation Certification
8 2 (0.33%) MCP
9 1 (0.16%) CCIE
9 1 (0.16%) CCNA
9 1 (0.16%) Cisco Certification
9 1 (0.16%) JNCIE
9 1 (0.16%) Microsoft Certification
9 1 (0.16%) SC Cleared
Quality Assurance & Compliance
1 15 (2.45%) QA
2 5 (0.82%) GCP
3 3 (0.49%) GPG13
3 3 (0.49%) ISO/IEC 27001
3 3 (0.49%) SNOMED CT
4 2 (0.33%) Data Quality
5 1 (0.16%) SLA
System Software
1 29 (4.74%) Docker
2 9 (1.47%) Active Directory
3 5 (0.82%) HDFS
3 5 (0.82%) Snort
4 4 (0.65%) Hyper-V
4 4 (0.65%) VMware Infrastructure
5 3 (0.49%) Apache ZooKeeper
6 1 (0.16%) Apache Flume
6 1 (0.16%) KVM
6 1 (0.16%) LXC
6 1 (0.16%) Slurm Workload Manager
6 1 (0.16%) Terminal Services
6 1 (0.16%) Xen
Systems Management
1 24 (3.92%) Opscode Chef
2 12 (1.96%) Kubernetes
3 7 (1.14%) Ansible
4 6 (0.98%) Grafana
4 6 (0.98%) Puppet
5 5 (0.82%) Fluentd
5 5 (0.82%) QRadar
6 4 (0.65%) Kibana
6 4 (0.65%) logstash
6 4 (0.65%) Mesos
7 3 (0.49%) CSIRT
7 3 (0.49%) HP Quality Center
7 3 (0.49%) Munin
7 3 (0.49%) Salt
7 3 (0.49%) ZABBIX
8 2 (0.33%) SCCM
8 2 (0.33%) WSUS
9 1 (0.16%) Terraform
9 1 (0.16%) WMI
Vendors
1 31 (5.07%) Google
2 23 (3.76%) IBM
3 20 (3.27%) Microsoft
4 10 (1.63%) Pega
4 10 (1.63%) webMethods
5 9 (1.47%) Oracle
6 8 (1.31%) RapidMiner
7 7 (1.14%) Apple
7 7 (1.14%) Salesforce.com
7 7 (1.14%) Tableau
8 6 (0.98%) Facebook
9 5 (0.82%) Adobe
9 5 (0.82%) AlienVault
9 5 (0.82%) ArcSight
9 5 (0.82%) FireEye
9 5 (0.82%) LogRhythm
9 5 (0.82%) Palo Alto
9 5 (0.82%) Red Hat
9 5 (0.82%) Sophos
9 5 (0.82%) Splunk
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + equity and bens
Posted: 13 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 17 hours ago
East London
Understanding Recruitment
Salary: £50000 - £80000 per annum + Stock Options
Posted: 13 hours ago
North West London
Understanding Recruitment
Salary: £60000 - £65000 per annum + bens
Posted: 17 hours ago
East London
Understanding Recruitment
Salary: £70000 - £80000 per annum + equity
Posted: 13 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens
Posted: 17 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £90000 - £110000 per annum + bonus
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 7 hours ago
Central London / West End
Understanding Recruitment
Salary: £45000 - £50000 per annum + bens - stock options
Posted: 16 hours ago
Central London / West End
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens - options
Posted: 16 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £55000 - £75000 per annum + Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £100000 - £120000 per annum + Bonus + Benefits
Posted: Yesterday
Manchester, Lancashire
Amsource Technology Ltd
Salary: From £40,000 to £60,000 per annum plus benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
London
Revolution Technology
Salary: From £35,000 to £55,000 per annum
Posted: 5 days ago
Tewkesbury, Gloucestershire
Evolution Recruitment Solutions
Salary: 40,000 - 60,000 plus benefits
Posted: 5 days ago
London
TEKsystems
Salary: £55000 - £80000 per annum
Posted: 2 days ago
Central London / West End
ClearCube Consulting
Salary: From £70,000 to £90,000 per annum
Posted: 4 days ago
Central London / West End
ClearCube Consulting
Salary: Up to £90,000 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 5 days ago
Central London / West End
Client Server
Salary: £45k to £60k + benefits
Posted: 3 days ago
London
E-synergy Solutions
Salary: £30000 - £65000 per annum + Benefits
Posted: 6 days ago
Wokingham, Berkshire
Oscar
Salary: £28000 - £38000 per annum
Posted: 5 days ago
City, London
Empiric.com
Salary: From £50,000 to £65,000 per annum + Bonus + Benefits
Posted: 6 days ago
Ruislip, Middlesex
Exposed Solutions
Salary: £35000 - £40000 per annum
Posted: 3 days ago
City, London
blu digital
Salary: From £40,000 to £60,000 per annum
Posted: 4 days ago
Manchester, Lancashire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 6 days ago
London
Oho Group Ltd.
Salary: £45000 - £120000 per annum, Benefits Share Options
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £excellent
Posted: 6 days ago