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 25 June 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
UK
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 486 636 887
Rank change year-on-year +150 +251  
Permanent jobs citing Artificial Intelligence 436 296 84
As % of all permanent IT jobs advertised in the UK 0.49% 0.30% 0.076%
As % of the Processes & Methodologies category 0.55% 0.34% 0.086%
Number of salaries quoted 382 273 66
Median salary £62,500 £57,500 £52,500
Median salary % change year-on-year +8.69% +9.52%  
90% offered a salary of more than £31,500 £31,000 £36,000
10% offered a salary of more than £93,500 £85,000 £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 79039 86328 97439
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.92% 88.03%
Number of salaries quoted 63711 72121 79644
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 25 June 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 25 June 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 +128 425 £62,500 +8.69% 58
London +41 231 £67,500 +12.50% 31
East of England +108 107 £65,000 +188.88% 13
Cambridgeshire - 100 £65,000 - 12
Cambridge - 100 £65,000 - 12
South East +45 34 £49,600 +16.70% 4
City of London +29 30 £67,500 - 5
Oxfordshire +32 25 £49,500 -13.91% 3
Oxford +17 20 £62,500 +4.16% 3
North West -19 20 £60,000 +71.42% 4
South West +14 19 £37,500 -25.00% 2
Manchester -3 19 £56,250 - 2
Bristol -7 14 £38,750 -8.82% 2
Abingdon +40 7 £25,000 -41.17%
West Midlands -17 6 £45,000 -25.00% 1
Bedfordshire +22 5 £56,000 +148.88% 1
Luton +10 5 £56,000 +148.88% 1
Coventry 0 5 £45,000 +100.00%
Scotland - 5 £50,000 - 2
Hampshire +9 4 £36,100 +11.07%
South Wales - 4 £47,350 -
Yorkshire - 4 £35,000 - 3
Wales - 4 £47,350 -
Surrey +24 3 £52,500 -20.75%
Edinburgh - 3 £65,000 - 1
North East - 3 £58,250 -
Dorset - 3 £37,500 -
Cardiff - 3 £45,000 -
Berkshire +27 2 £62,500 +47.05% 1
Guildford +16 2 £52,500 -22.22%

For the 6 months to 25 June 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.

1 503 (65.58%) Machine Learning
2 404 (52.67%) Python
3 356 (46.41%) Java
4 229 (29.86%) PhD
5 228 (29.73%) Algorithms
6 210 (27.38%) C++
7 204 (26.60%) Agile Software Development
7 204 (26.60%) Software Engineering
8 168 (21.90%) Big Data
9 159 (20.73%) Analytics
10 157 (20.47%) Mathematics
11 156 (20.34%) Computer Science
12 148 (19.30%) C#
13 135 (17.60%) Natural Language Processing
14 131 (17.08%) Degree
15 129 (16.82%) JavaScript
16 123 (16.04%) Deep Learning
17 120 (15.65%) R
17 120 (15.65%) Finance
18 113 (14.73%) SQL
19 86 (11.21%) .NET
19 86 (11.21%) TDD
20 85 (11.08%) Scala
20 85 (11.08%) Linux
21 80 (10.43%) C
22 79 (10.30%) Hadoop
22 79 (10.30%) Physics
23 76 (9.91%) Amazon AWS
23 76 (9.91%) AngularJS
24 74 (9.65%) Data Analytics

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 69 (9.00%) Apache Spark
2 28 (3.65%) Elasticsearch
3 21 (2.74%) Apache
4 19 (2.48%) SAS
5 14 (1.83%) Apache Solr
5 14 (1.83%) Tornado
6 11 (1.43%) DNN
7 8 (1.04%) Umbraco
8 7 (0.91%) Apache Pig
9 4 (0.52%) Skype for Business
9 4 (0.52%) WebSphere
10 3 (0.39%) WebLogic
11 1 (0.13%) CMS
11 1 (0.13%) Facebook Platform
11 1 (0.13%) GlassFish
11 1 (0.13%) JBoss
11 1 (0.13%) nginx
11 1 (0.13%) OpenStack
11 1 (0.13%) SharePoint
11 1 (0.13%) Tomcat
Applications
1 17 (2.22%) Microsoft Office
2 10 (1.30%) Microsoft Excel
3 7 (0.91%) Chatbot
4 4 (0.52%) SPSS
5 3 (0.39%) Spreadsheet
6 1 (0.13%) GNU Octave
6 1 (0.13%) Microsoft PowerPoint
6 1 (0.13%) S-PLUS
6 1 (0.13%) Stata
Business Applications
1 2 (0.26%) FastStats
2 1 (0.13%) Actimize
2 1 (0.13%) SAP IS-U
Cloud Services
1 76 (9.91%) Amazon AWS
2 48 (6.26%) Microsoft Azure
3 25 (3.26%) SaaS
4 16 (2.09%) Google Cloud Platform
5 11 (1.43%) GitHub
6 9 (1.17%) Cloud Computing
7 8 (1.04%) Amazon EC2
7 8 (1.04%) IBM Blueworks
8 6 (0.78%) AWS Lambda
9 5 (0.65%) Amazon CloudWatch
9 5 (0.65%) CloudFront
9 5 (0.65%) Route 53
9 5 (0.65%) Virtual Private Cloud
10 4 (0.52%) Amazon EMR
10 4 (0.52%) Amazon Kinesis
10 4 (0.52%) Office 365
11 2 (0.26%) Amazon SQS
11 2 (0.26%) Google Analytics
12 1 (0.13%) Amazon S3
12 1 (0.13%) OpenShift
Communications & Networking
1 20 (2.61%) Internet
2 12 (1.56%) TCP/IP
3 11 (1.43%) Network Security
4 8 (1.04%) Skype
5 5 (0.65%) HTTP
5 5 (0.65%) Wireless
6 2 (0.26%) DHCP
6 2 (0.26%) DNS
6 2 (0.26%) iBeacon
6 2 (0.26%) Intranet
6 2 (0.26%) LAN
6 2 (0.26%) NFC
6 2 (0.26%) Remote Desktop
6 2 (0.26%) SMS
6 2 (0.26%) Wi-Fi
7 1 (0.13%) BGP
7 1 (0.13%) Firewall
7 1 (0.13%) MQTT
7 1 (0.13%) VPN
Database & Business Intelligence
1 168 (21.90%) Big Data
2 79 (10.30%) Hadoop
3 64 (8.34%) NoSQL
4 32 (4.17%) MongoDB
5 31 (4.04%) Data Mining
6 29 (3.78%) MySQL
7 27 (3.52%) SQL Server
8 23 (3.00%) Relational Database
9 21 (2.74%) Apache Hive
10 19 (2.48%) PostgreSQL
11 17 (2.22%) Apache Cassandra
12 16 (2.09%) Neo4j
13 14 (1.83%) RDBMS
14 12 (1.56%) Text Mining
15 11 (1.43%) Redis
16 10 (1.30%) Amazon DynamoDB
17 8 (1.04%) Data Lake
18 7 (0.91%) Blockchain
19 6 (0.78%) Data Warehouse
20 5 (0.65%) QlikView
Development Applications
1 74 (9.65%) Git (software)
2 17 (2.22%) JIRA
3 15 (1.96%) Selenium
4 14 (1.83%) Cucumber
5 11 (1.43%) Jenkins
5 11 (1.43%) Maven
6 10 (1.30%) Visual Studio
7 7 (0.91%) Ant
7 7 (0.91%) Mocha
8 6 (0.78%) Subversion
9 5 (0.65%) Bitbucket
9 5 (0.65%) JUnit
9 5 (0.65%) TestNG
10 4 (0.52%) GitLab
11 3 (0.39%) Team Foundation Server
11 3 (0.39%) TeamCity
12 2 (0.26%) Dreamweaver
12 2 (0.26%) Jasmine
12 2 (0.26%) Octopus Deploy
12 2 (0.26%) Visual Studio Team System
General
1 120 (15.65%) Finance
2 61 (7.95%) Games
3 40 (5.22%) Marketing
4 34 (4.43%) Banking
5 17 (2.22%) Financial Institution
6 16 (2.09%) Retail
7 14 (1.83%) Telecoms
8 11 (1.43%) Publishing
9 10 (1.30%) Back Office
10 9 (1.17%) Advertising
11 8 (1.04%) Electronics
12 6 (0.78%) Automotive
13 4 (0.52%) Law
14 3 (0.39%) Brand Awareness
14 3 (0.39%) Local Government
14 3 (0.39%) Military
14 3 (0.39%) Pharmaceutical
15 2 (0.26%) Legal
15 2 (0.26%) Manufacturing
16 1 (0.13%) Front Office
Job Titles
1 314 (40.94%) Developer
2 95 (12.39%) Software Engineer
3 83 (10.82%) Data Scientist
4 81 (10.56%) Software Developer
5 80 (10.43%) Java Developer
6 52 (6.78%) Java Engineer
6 52 (6.78%) Python Developer
7 48 (6.26%) Machine Learning Engineer
8 43 (5.61%) JavaScript Developer
9 40 (5.22%) Machine Learning Developer
10 36 (4.69%) Full Stack Developer
11 34 (4.43%) Architect
12 31 (4.04%) Artificial Intelligence Developer
12 31 (4.04%) Senior Data Scientist
12 31 (4.04%) Senior Developer
13 30 (3.91%) Developer/Software Engineer
14 27 (3.52%) .NET Developer
14 27 (3.52%) C++ Developer
15 24 (3.13%) DevOps Engineer
15 24 (3.13%) Machine Learning Researcher
Libraries, Frameworks & Software Standards
1 135 (17.60%) Natural Language Processing
2 86 (11.21%) .NET
3 76 (9.91%) AngularJS
4 57 (7.43%) HTML
5 53 (6.91%) Node.js
6 47 (6.13%) CSS
7 46 (6.00%) ASP.NET
8 44 (5.74%) RESTful
9 40 (5.22%) React
10 33 (4.30%) jQuery
11 32 (4.17%) Unity (Game Engine)
12 31 (4.04%) Web Services
13 29 (3.78%) REST
14 26 (3.39%) Theano
15 25 (3.26%) TensorFlow
16 22 (2.87%) Flask
16 22 (2.87%) Spring
17 21 (2.74%) Django
18 19 (2.48%) ASP.NET MVC
19 18 (2.35%) JSON
Miscellaneous
1 228 (29.73%) Algorithms
2 156 (20.34%) Computer Science
3 63 (8.21%) Greenfield Project
4 62 (8.08%) Analytical Skills
5 60 (7.82%) Robotics
6 43 (5.61%) Smart City
7 35 (4.56%) Fintech
8 25 (3.26%) Smart Home
9 21 (2.74%) User Experience
10 17 (2.22%) Social Media
11 16 (2.09%) Management Information System
12 15 (1.96%) Internet of Things
13 14 (1.83%) Data Structures
13 14 (1.83%) Enterprise Software
14 12 (1.56%) Cyber Defence
15 11 (1.43%) Hedge funds
16 10 (1.30%) HoloLens
16 10 (1.30%) HTC Vive
16 10 (1.30%) Mobile App
16 10 (1.30%) Oculus Rift
Operating Systems
1 85 (11.08%) Linux
2 38 (4.95%) Windows
3 18 (2.35%) Unix
4 14 (1.83%) Android
5 10 (1.30%) CentOS
6 7 (0.91%) Windows Server
7 6 (0.78%) Apple iOS
8 5 (0.65%) Ubuntu
9 4 (0.52%) Mac OS
9 4 (0.52%) Mac OS X
9 4 (0.52%) Red Hat Enterprise Linux
9 4 (0.52%) Windows 7
9 4 (0.52%) Windows Server 2008
9 4 (0.52%) Windows Server 2012
10 2 (0.26%) Windows 10
10 2 (0.26%) Windows 2000
11 1 (0.13%) Solaris
Processes & Methodologies
1 503 (65.58%) Machine Learning
2 204 (26.60%) Agile Software Development
2 204 (26.60%) Software Engineering
3 159 (20.73%) Analytics
4 157 (20.47%) Mathematics
5 123 (16.04%) Deep Learning
6 86 (11.21%) TDD
7 79 (10.30%) Physics
8 74 (9.65%) Data Analytics
9 73 (9.52%) Statistics
10 71 (9.26%) Computer Vision
10 71 (9.26%) Multithreading
11 66 (8.60%) DevOps
11 66 (8.60%) Microservices
12 63 (8.21%) Reinforcement Learning
13 62 (8.08%) Neural Network
14 59 (7.69%) Continuous Integration
15 54 (7.04%) Distributed Algorithms
16 50 (6.52%) Visualisation
17 49 (6.39%) Scrum
Programming Languages
1 404 (52.67%) Python
2 356 (46.41%) Java
3 210 (27.38%) C++
4 148 (19.30%) C#
5 129 (16.82%) JavaScript
6 120 (15.65%) R
7 113 (14.73%) SQL
8 85 (11.08%) Scala
9 80 (10.43%) C
10 54 (7.04%) MATLAB
10 54 (7.04%) Ruby
11 23 (3.00%) Elixir
12 22 (2.87%) Julia
12 22 (2.87%) Perl
13 17 (2.22%) Bash Shell
14 15 (1.96%) PHP
15 9 (1.17%) Fortran
16 7 (0.91%) Haskell
17 6 (0.78%) Go
18 4 (0.52%) Kotlin
Qualifications
1 229 (29.86%) PhD
2 131 (17.08%) Degree
3 34 (4.43%) Computer Science Degree
4 16 (2.09%) Master's Degree
5 14 (1.83%) CISSP
6 7 (0.91%) ISSAP
7 6 (0.78%) CEH
8 4 (0.52%) A+ Certification
8 4 (0.52%) MCP
8 4 (0.52%) PMI Certification
9 3 (0.39%) GCIA
9 3 (0.39%) GCIH
9 3 (0.39%) Numerate Degree
9 3 (0.39%) OSCP
9 3 (0.39%) PMP
9 3 (0.39%) Security Cleared
10 2 (0.26%) Microsoft Certification
11 1 (0.13%) CCIE
11 1 (0.13%) CCNA
11 1 (0.13%) Cisco Certification
Quality Assurance & Compliance
1 17 (2.22%) QA
2 10 (1.30%) GCP
3 4 (0.52%) Data Quality
4 3 (0.39%) PMO
5 2 (0.26%) ISO/IEC 27001
6 1 (0.13%) Cyber Essentials
6 1 (0.13%) GPG13
System Software
1 40 (5.22%) Docker
2 9 (1.17%) Active Directory
3 4 (0.52%) Hyper-V
4 3 (0.39%) HDFS
4 3 (0.39%) Snort
4 3 (0.39%) VMware Infrastructure
5 2 (0.26%) Apache ZooKeeper
6 1 (0.13%) KVM
6 1 (0.13%) LXC
6 1 (0.13%) Slurm Workload Manager
6 1 (0.13%) Xen
Systems Management
1 18 (2.35%) Kubernetes
2 17 (2.22%) Opscode Chef
3 13 (1.69%) Ansible
4 9 (1.17%) Puppet
5 7 (0.91%) Grafana
6 5 (0.65%) Mesos
7 4 (0.52%) Munin
7 4 (0.52%) Salt
7 4 (0.52%) SCCM
7 4 (0.52%) WSUS
7 4 (0.52%) ZABBIX
8 3 (0.39%) Fluentd
8 3 (0.39%) Kibana
8 3 (0.39%) logstash
8 3 (0.39%) QRadar
8 3 (0.39%) Terraform
9 2 (0.26%) Systems Management Server (SMS)
10 1 (0.13%) CSIRT
10 1 (0.13%) EMC NetWorker
Vendors
1 43 (5.61%) Microsoft
2 41 (5.35%) Google
3 16 (2.09%) IBM
4 15 (1.96%) Tableau
5 12 (1.56%) Oracle
5 12 (1.56%) RapidMiner
6 8 (1.04%) Apple
6 8 (1.04%) Pega
6 8 (1.04%) Sitecore
6 8 (1.04%) webMethods
7 6 (0.78%) Facebook
8 5 (0.65%) Cloudera
8 5 (0.65%) Red Hat
9 4 (0.52%) Kaspersky
9 4 (0.52%) Splunk
9 4 (0.52%) VMware
10 3 (0.39%) Alteryx
10 3 (0.39%) FireEye
10 3 (0.39%) LogRhythm
10 3 (0.39%) Sourcefire
London
Agile Recruitment
Salary: £50000 - £70000 per annum + Share options
Posted: Yesterday
London
ClearCube Consulting
Salary: From £60,000 to £85,000 per annum + Stock Options
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 4 days ago
London
Birch & James Associates
Salary: From £35,000 to £45,000 per annum
Posted: 5 days ago
Central London / West End
Client Server
Salary: £80k to £95k + bonus + benefits
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £30,000 to £40,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 4 days ago
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £60000 per annum + pension + healthcare
Posted: 3 days ago
London
Empiric
Salary: From £45,000 to £60,000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Eligo Recruitment Ltd
Salary: £80000 - £90000 per annum + Pension, Healthcare, Bonus
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + equity and bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: 6 days ago
City, London
Understanding Recruitment
Salary: £80000 - £100000 per annum + shares
Posted: 6 days ago
London
ClearCube Consulting
Salary: From £30,000 to £50,000 per annum + Shares
Posted: 4 days ago
Kingston Upon Thames, Surrey
ISL
Salary: £50000 - £51000 per annum + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens
Posted: 6 days ago
East London
Source Coders
Salary: From £50,000 to £85,000 per annum Equity + Bonus
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 5 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + bonus, bens
Posted: 6 days ago
Wilmslow, Cheshire
Information Commisioners Office
Salary: £48,802 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 50k-70k + benefits + stock options
Posted: 5 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £47000 - £52000 per annum + shares
Posted: 6 days ago
London
Client Server
Salary: £50k to £65k + stock options
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric
Salary: £30,000+ Dependent on Experience
Posted: 5 days ago
Edinburgh, Midlothian
Seebyte Ltd
Salary: From £24,000 to £32,000 per annum
Posted: 8 days ago
Central London / West End
Evolution Recruitment Solutions
Salary: 65,000-75,000 + Shares & Bonus
Posted: Yesterday
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 35k per year + Prospects + Training
Posted: 5 days ago