The following table provides summary statistics for permanent job vacancies 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 29 May 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
UK
3 months to
29 May 2017
Same period 2016 Same period 2015
Rank 507 658 897
Rank change year-on-year +151 +239  
Permanent jobs citing Artificial Intelligence 398 272 78
As % of all permanent IT jobs advertised in the UK 0.47% 0.28% 0.071%
As % of the Processes & Methodologies category 0.52% 0.31% 0.081%
Number of salaries quoted 336 247 66
Median salary £65,000 £57,500 £52,500
Median salary % change year-on-year +13.04% +9.52%  
90% offered a salary of more than £37,500 £34,250 £36,000
10% offered a salary of more than £95,000 £90,000 £75,000
UK excluding London median salary £60,000 £42,500 £40,000
% change year-on-year +41.17% +6.25%  

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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 76365 87502 96258
As % of all permanent IT job vacancies advertised in the UK 89.69% 89.09% 87.73%
Number of salaries quoted 62351 72887 78194
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
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

The job posting trend of jobs advertised 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 the UK

Artificial Intelligence
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Artificial Intelligence.

Salary trend for Artificial Intelligence in the UK

Artificial Intelligence
Salary Histogram

The salary distribution of IT jobs citing Artificial Intelligence over the 3 months to 29 May 2017.

Salary histogram for Artificial Intelligence in the UK

Artificial Intelligence
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the UK over the 3 months to 29 May 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
England +147 384 £65,000 +13.04% 50
London +84 219 £67,500 +12.50% 30
East of England +79 86 £65,000 +188.88% 5
Cambridge - 83 £65,000 - 5
Cambridgeshire - 83 £65,000 - 5
City of London +37 31 £67,500 +5.88% 7
North West 0 27 £45,000 +28.57% 6
South East +62 24 £60,000 +41.17% 2
Manchester -4 23 £50,000 - 3
Oxfordshire +25 20 £57,500 +35.29%
Oxford +11 18 £65,000 +18.18%
South West +13 14 £37,500 -34.78% 4
Bristol +9 11 £37,500 -11.76% 4
West Midlands -28 8 £45,000 -25.00% 1
Coventry - 6 £42,500 -
Cardiff - 5 £43,750 -
South Wales - 5 £43,750 -
Wales - 5 £43,750 -
Abingdon +39 4 £33,750 -20.58%
North East - 3 £58,250 -
Scotland - 3 £65,000 -
Surrey +48 2 £65,000 -1.88% 1
Bedfordshire +23 2 £56,000 +148.88%
Hampshire +20 2 £21,000 -30.00%
Wallingford +19 2 £43,750 +2.94%
Luton +14 2 £56,000 +148.88%
Staines +3 2 £65,000 -
Yorkshire +2 2 £87,500 +212.50% 1
Birmingham - 2 £55,000 - 1
Ferndown - 2 £37,500 -

For the 6 months to 29 May 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 with a requirement for Artificial Intelligence.

1 470 (64.12%) Machine Learning
2 372 (50.75%) Python
3 340 (46.38%) Java
4 214 (29.20%) Agile Software Development
5 208 (28.38%) Algorithms
6 206 (28.10%) PhD
7 197 (26.88%) Software Engineering
8 183 (24.97%) C++
9 166 (22.65%) Big Data
10 151 (20.60%) Computer Science
11 146 (19.92%) C#
12 144 (19.65%) Analytics
13 140 (19.10%) JavaScript
14 137 (18.69%) Mathematics
15 135 (18.42%) Natural Language Processing
16 128 (17.46%) Degree
17 123 (16.78%) SQL
18 122 (16.64%) Deep Learning
19 112 (15.28%) R
20 107 (14.60%) Finance
21 96 (13.10%) Linux
22 94 (12.82%) TDD
23 90 (12.28%) Git (software)
24 87 (11.87%) Scala
24 87 (11.87%) .NET
25 76 (10.37%) AngularJS
26 75 (10.23%) Hadoop
27 72 (9.82%) Greenfield Project
28 71 (9.69%) Multithreading
29 70 (9.55%) NoSQL

Artificial Intelligence
Co-occurring IT Skills 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 61 (8.32%) Apache Spark
2 28 (3.82%) Elasticsearch
3 20 (2.73%) Apache
4 18 (2.46%) SAS
5 14 (1.91%) Tornado
6 11 (1.50%) Apache Solr
6 11 (1.50%) DNN
7 8 (1.09%) Umbraco
8 7 (0.95%) nginx
9 6 (0.82%) Apache Pig
10 3 (0.41%) Skype for Business
10 3 (0.41%) WebSphere
11 2 (0.27%) GlassFish
11 2 (0.27%) JBoss
11 2 (0.27%) WebLogic
11 2 (0.27%) WildFly
12 1 (0.14%) MS Exchange
12 1 (0.14%) OpenStack
12 1 (0.14%) SharePoint
12 1 (0.14%) Tomcat
Applications
1 13 (1.77%) Microsoft Office
2 8 (1.09%) Photoshop
3 7 (0.95%) Microsoft Excel
4 3 (0.41%) Spreadsheet
4 3 (0.41%) SPSS
5 2 (0.27%) Adobe Illustrator
5 2 (0.27%) Chatbot
6 1 (0.14%) GNU Octave
6 1 (0.14%) S-PLUS
6 1 (0.14%) Stata
Business Applications
1 2 (0.27%) FastStats
2 1 (0.14%) Actimize
2 1 (0.14%) SAP IS-U
Cloud Services
1 63 (8.59%) Amazon AWS
2 40 (5.46%) Microsoft Azure
3 23 (3.14%) SaaS
4 19 (2.59%) GitHub
5 15 (2.05%) Google Cloud Platform
6 11 (1.50%) Cloud Computing
7 10 (1.36%) IBM Blueworks
8 7 (0.95%) Amazon EC2
9 6 (0.82%) Amazon CloudWatch
9 6 (0.82%) AWS Lambda
9 6 (0.82%) Virtual Private Cloud
10 5 (0.68%) CloudFront
10 5 (0.68%) Office 365
10 5 (0.68%) Route 53
11 3 (0.41%) Google Analytics
12 2 (0.27%) Amazon S3
12 2 (0.27%) Amazon SQS
13 1 (0.14%) Amazon Kinesis
13 1 (0.14%) AWS Elastic Beanstalk
13 1 (0.14%) DigitalOcean
Communications & Networking
1 26 (3.55%) Internet
2 10 (1.36%) Network Security
3 9 (1.23%) TCP/IP
4 7 (0.95%) Skype
5 4 (0.55%) Wireless
6 3 (0.41%) DNS
6 3 (0.41%) HTTP
6 3 (0.41%) Intranet
6 3 (0.41%) LAN
6 3 (0.41%) Remote Desktop
7 2 (0.27%) DHCP
7 2 (0.27%) iBeacon
7 2 (0.27%) NFC
7 2 (0.27%) Wi-Fi
8 1 (0.14%) BGP
8 1 (0.14%) Firewall
8 1 (0.14%) MQTT
8 1 (0.14%) SNMP
8 1 (0.14%) VPN
Database & Business Intelligence
1 166 (22.65%) Big Data
2 75 (10.23%) Hadoop
3 70 (9.55%) NoSQL
4 38 (5.18%) MongoDB
5 29 (3.96%) Data Mining
6 25 (3.41%) MySQL
7 24 (3.27%) SQL Server
8 23 (3.14%) Apache Cassandra
9 19 (2.59%) PostgreSQL
9 19 (2.59%) Relational Database
10 18 (2.46%) Neo4j
11 16 (2.18%) Apache Hive
12 14 (1.91%) RDBMS
12 14 (1.91%) Redis
13 10 (1.36%) Amazon DynamoDB
14 9 (1.23%) Text Mining
15 8 (1.09%) Data Lake
16 7 (0.95%) Triplestore
17 6 (0.82%) Power BI
17 6 (0.82%) QlikView
Development Applications
1 90 (12.28%) Git (software)
2 18 (2.46%) JIRA
3 17 (2.32%) Jenkins
4 11 (1.50%) Visual Studio
5 10 (1.36%) Cucumber
5 10 (1.36%) Maven
5 10 (1.36%) Selenium
6 7 (0.95%) Mocha
7 6 (0.82%) Subversion
8 5 (0.68%) TestNG
9 4 (0.55%) Ant
9 4 (0.55%) Bitbucket
10 3 (0.41%) JUnit
10 3 (0.41%) Team Foundation Server
10 3 (0.41%) TeamCity
10 3 (0.41%) VTune
11 2 (0.27%) GitLab
11 2 (0.27%) Octopus Deploy
11 2 (0.27%) RSpec
11 2 (0.27%) Visual Studio Team System
General
1 107 (14.60%) Finance
2 62 (8.46%) Games
3 37 (5.05%) Marketing
4 34 (4.64%) Banking
5 20 (2.73%) Retail
6 17 (2.32%) Back Office
6 17 (2.32%) Financial Institution
6 17 (2.32%) Telecoms
7 14 (1.91%) Advertising
8 12 (1.64%) Publishing
9 8 (1.09%) Electronics
10 5 (0.68%) Automotive
11 4 (0.55%) Law
12 3 (0.41%) Brand Awareness
12 3 (0.41%) Investment Banking
12 3 (0.41%) Legal
12 3 (0.41%) Local Government
12 3 (0.41%) Pharmaceutical
13 2 (0.27%) Manufacturing
14 1 (0.14%) Military
Job Titles
1 318 (43.38%) Developer
2 85 (11.60%) Software Engineer
3 82 (11.19%) Java Developer
4 77 (10.50%) Data Scientist
5 72 (9.82%) Software Developer
6 52 (7.09%) Java Engineer
7 47 (6.41%) Machine Learning Developer
7 47 (6.41%) Python Developer
8 45 (6.14%) JavaScript Developer
9 44 (6.00%) Machine Learning Engineer
10 36 (4.91%) Full Stack Developer
11 35 (4.77%) Senior Data Scientist
12 33 (4.50%) .NET Developer
12 33 (4.50%) Architect
12 33 (4.50%) Artificial Intelligence Developer
13 31 (4.23%) Senior Developer
14 30 (4.09%) Developer/Software Engineer
15 25 (3.41%) C++ Developer
16 24 (3.27%) Ruby Developer
17 23 (3.14%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 135 (18.42%) Natural Language Processing
2 87 (11.87%) .NET
3 76 (10.37%) AngularJS
4 63 (8.59%) Node.js
5 61 (8.32%) HTML
6 53 (7.23%) CSS
7 50 (6.82%) React
8 46 (6.28%) RESTful
9 45 (6.14%) jQuery
10 41 (5.59%) ASP.NET
11 34 (4.64%) Unity (Game Engine)
12 28 (3.82%) REST
12 28 (3.82%) Web Services
13 25 (3.41%) Django
14 24 (3.27%) Flask
14 24 (3.27%) Spring
15 23 (3.14%) HTML5
16 22 (3.00%) Theano
17 19 (2.59%) ASP.NET MVC
17 19 (2.59%) CSS3
Miscellaneous
1 208 (28.38%) Algorithms
2 151 (20.60%) Computer Science
3 72 (9.82%) Greenfield Project
4 55 (7.50%) Robotics
5 51 (6.96%) Analytical Skills
6 41 (5.59%) Smart City
7 33 (4.50%) Fintech
8 32 (4.37%) User Experience
9 24 (3.27%) Smart Home
10 20 (2.73%) Internet of Things
11 16 (2.18%) Management Information System
12 14 (1.91%) N-Tier
12 14 (1.91%) Social Media
13 13 (1.77%) Data Structures
13 13 (1.77%) Enterprise Software
14 11 (1.50%) Client/Server
14 11 (1.50%) Hedge funds
14 11 (1.50%) Mobile App
15 10 (1.36%) HoloLens
15 10 (1.36%) Oculus Rift
Operating Systems
1 96 (13.10%) Linux
2 36 (4.91%) Windows
3 18 (2.46%) Unix
4 11 (1.50%) Android
5 9 (1.23%) CentOS
6 8 (1.09%) Apple iOS
6 8 (1.09%) Windows Server
7 7 (0.95%) Ubuntu
8 5 (0.68%) Windows 7
9 4 (0.55%) Windows Server 2008
9 4 (0.55%) Windows Server 2012
10 3 (0.41%) Mac OS
10 3 (0.41%) Mac OS X
10 3 (0.41%) Red Hat Enterprise Linux
10 3 (0.41%) Solaris
10 3 (0.41%) Windows 2000
11 2 (0.27%) Windows 10
Processes & Methodologies
1 470 (64.12%) Machine Learning
2 214 (29.20%) Agile Software Development
3 197 (26.88%) Software Engineering
4 144 (19.65%) Analytics
5 137 (18.69%) Mathematics
6 122 (16.64%) Deep Learning
7 94 (12.82%) TDD
8 71 (9.69%) Multithreading
9 69 (9.41%) DevOps
10 66 (9.00%) Microservices
11 65 (8.87%) Computer Vision
11 65 (8.87%) Continuous Integration
12 64 (8.73%) Reinforcement Learning
13 62 (8.46%) Physics
14 61 (8.32%) OO
15 59 (8.05%) Statistics
16 58 (7.91%) Data Analytics
16 58 (7.91%) Scrum
17 54 (7.37%) Distributed Algorithms
18 53 (7.23%) Neural Network
Programming Languages
1 372 (50.75%) Python
2 340 (46.38%) Java
3 183 (24.97%) C++
4 146 (19.92%) C#
5 140 (19.10%) JavaScript
6 123 (16.78%) SQL
7 112 (15.28%) R
8 87 (11.87%) Scala
9 67 (9.14%) C
10 54 (7.37%) Ruby
11 48 (6.55%) MATLAB
12 24 (3.27%) Elixir
13 21 (2.86%) Perl
14 17 (2.32%) Bash Shell
15 16 (2.18%) Julia
16 13 (1.77%) VB.NET
17 9 (1.23%) Fortran
17 9 (1.23%) PHP
18 6 (0.82%) Go
19 4 (0.55%) ES6
Qualifications
1 206 (28.10%) PhD
2 128 (17.46%) Degree
3 39 (5.32%) Computer Science Degree
4 15 (2.05%) Master's Degree
5 14 (1.91%) CISSP
6 8 (1.09%) CEH
7 5 (0.68%) GCIH
7 5 (0.68%) ISSAP
7 5 (0.68%) OSCP
8 4 (0.55%) PMI Certification
8 4 (0.55%) Security Cleared
9 3 (0.41%) A+ Certification
9 3 (0.41%) GCIA
9 3 (0.41%) MCP
9 3 (0.41%) PMP
10 2 (0.27%) ISTQB
10 2 (0.27%) ISTQB Foundation Certification
10 2 (0.27%) Numerate Degree
11 1 (0.14%) MAPM
11 1 (0.14%) SC Cleared
Quality Assurance & Compliance
1 13 (1.77%) QA
2 10 (1.36%) GCP
3 4 (0.55%) Data Quality
4 3 (0.41%) GPG13
4 3 (0.41%) ISO/IEC 27001
5 2 (0.27%) PMO
6 1 (0.14%) SLA
6 1 (0.14%) SNOMED CT
System Software
1 39 (5.32%) Docker
2 10 (1.36%) Active Directory
3 5 (0.68%) HDFS
3 5 (0.68%) Snort
4 4 (0.55%) Apache ZooKeeper
4 4 (0.55%) Hyper-V
4 4 (0.55%) VMware Infrastructure
5 1 (0.14%) KVM
5 1 (0.14%) LXC
5 1 (0.14%) Slurm Workload Manager
5 1 (0.14%) Xen
Systems Management
1 21 (2.86%) Opscode Chef
2 16 (2.18%) Kubernetes
3 13 (1.77%) Ansible
4 8 (1.09%) Puppet
5 6 (0.82%) Grafana
6 5 (0.68%) Fluentd
6 5 (0.68%) QRadar
7 4 (0.55%) Kibana
7 4 (0.55%) logstash
7 4 (0.55%) Mesos
8 3 (0.41%) CSIRT
8 3 (0.41%) HP Quality Center
8 3 (0.41%) Munin
8 3 (0.41%) Salt
8 3 (0.41%) SCCM
8 3 (0.41%) WSUS
8 3 (0.41%) ZABBIX
9 2 (0.27%) Terraform
10 1 (0.14%) EMC NetWorker
10 1 (0.14%) WMI
Vendors
1 43 (5.87%) Google
2 38 (5.18%) Microsoft
3 25 (3.41%) IBM
4 12 (1.64%) RapidMiner
4 12 (1.64%) Tableau
5 11 (1.50%) Oracle
6 10 (1.36%) Pega
6 10 (1.36%) webMethods
7 8 (1.09%) Apple
7 8 (1.09%) Sitecore
8 7 (0.95%) Salesforce.com
9 6 (0.82%) Facebook
9 6 (0.82%) Red Hat
9 6 (0.82%) Splunk
10 5 (0.68%) AlienVault
10 5 (0.68%) ArcSight
10 5 (0.68%) FireEye
10 5 (0.68%) LogRhythm
10 5 (0.68%) Palo Alto
10 5 (0.68%) Sourcefire
Birmingham, West Midlands (County)
Technical Team Solutions
Salary: Up to £37,000 per annum pension, training budget, 25 days holiday + yo
Posted: 3 days ago
London
TEKsystems
Salary: £65000 - £95000 per annum + bonus and benefits
Posted: 3 days ago
Central London / West End
ClearCube Consulting
Salary: Up to £80,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £28000.00 - £35000.00 per annum + Benefits
Posted: 2 days ago
London
Square One Resources
Salary: From £100,000 to £125,000 per annum
Posted: 2 days ago
London
Revolution Technology
Salary: From £35,000 to £55,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £55,000 per annum Stock Options + More
Posted: 2 days ago
Manchester, Lancashire
Head Resourcing
Salary: £60000 - £65000 per annum + bonus, pension, healthcare
Posted: 5 days ago
Central London / West End
Client Server
Salary: £50k to £65k + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 6 days ago
Bristol, Avon
Real Time Recruitment Solutions
Salary: 35,000-45,000 + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 4 days ago
Central London / West End
ClearCube Consulting
Salary: Up to £90,000 per annum + Stock Options / Benefits
Posted: 5 days ago
City, London
Empiric
Salary: From £50,000 to £65,000 per annum + Bonus + Benefits
Posted: 6 days ago
City, London
Cititec
Salary: £75000 - £100000 per annum
Posted: 6 days ago
London
Client Server
Salary: £70k to £80k + benefits
Posted: 5 days ago
Leigh, Lancashire
Dawson & Walsh
Salary: £35000 - £45000 per annum + shares, pension, health, etc
Posted: 5 days ago
Warrington, Cheshire
Dawson & Walsh
Salary: £35000 - £45000 per annum + shares, pension, health, etc
Posted: 5 days ago
Wigan, Lancashire
Dawson & Walsh
Salary: £35000 - £45000 per annum + shares, pension, health, etc
Posted: 5 days ago
St. Helens, Merseyside
Dawson & Walsh
Salary: £35000 - £45000 per annum + shares, pension, health, etc
Posted: 5 days ago
City, London
Harrington Starr
Salary: £55000 - £70000 per annum + Benefits + Bonus
Posted: 5 days ago
London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 5 days ago
City, London
IPsoft
Salary: Excellent salary with strong benefits package
Posted: 5 days ago
London
Burns Sheehan
Salary: £30000 - £65000 per annum
Posted: 6 days ago
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: 10 days ago
East London
Third Republic Ltd
Salary: From £55,000 to £70,000 per annum
Posted: 5 days ago
Bristol, Avon
UWE
Salary: From £42,955 to £48,327 per annum
Posted: 18 days ago
Bristol, Avon
UWE
Salary: From £61,280 to £70,627 per annum
Posted: 18 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £80,000 + Benefits
Posted: 4 days ago