The table below looks at the statistics for Artificial Intelligence skills 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 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Artificial Intelligence (AI)
UK / England
Rank 530 755 825
Rank change year-on-year
+225 +70
Permanent jobs citing Artificial Intelligence 326 171 99
As % of all permanent IT jobs located in England 0.41% 0.18% 0.10%
As % of the Processes & Methodologies category 0.46% 0.20% 0.12%
Number of salaries quoted 298 159 85
Median salary £60,000 £52,500 £57,500
Median salary % change year-on-year
+14.28% -8.69%
90% offered a salary of more than £32,500 £25,000 £40,000
10% offered a salary of more than £85,000 £85,000 £85,000
UK excluding London median salary £52,500 £25,000 £52,500
% change year-on-year
+110.00% -52.38%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
70214 83557 85531
As % of all permanent IT jobs located in England 88.79% 88.38% 86.73%
Number of salaries quoted 58092 69999 70439
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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 28 February 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 28 February 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 +139 201 £60,000 +4.34% 29
South East +95 45 £60,000 +33.33% 6
East of England +64 38 £72,500 - 7
South West +41 25 £40,000 -66.66% 5
West Midlands +6 8 £42,500 +70.00%
North West -13 8 £53,750 +26.56% 2
North East +5 1 - -
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 28 February 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.

1 271 (51.62%) Machine Learning
2 243 (46.29%) Java
3 209 (39.81%) Python
4 176 (33.52%) Agile Software Development
5 148 (28.19%) Software Engineering
6 142 (27.05%) Big Data
7 141 (26.86%) Algorithms
8 137 (26.10%) Computer Science
9 129 (24.57%) PhD
10 126 (24.00%) Degree
11 124 (23.62%) JavaScript
12 108 (20.57%) C++
13 106 (20.19%) Analytics
14 101 (19.24%) Deep Learning
14 101 (19.24%) Natural Language Processing
15 100 (19.05%) Mathematics
16 98 (18.67%) SQL
17 93 (17.71%) C#
18 90 (17.14%) Scala
19 82 (15.62%) Linux
19 82 (15.62%) Git (software)
20 77 (14.67%) NoSQL
21 73 (13.90%) TDD
22 70 (13.33%) HTML
23 68 (12.95%) Games
24 63 (12.00%) CSS
24 63 (12.00%) R
25 62 (11.81%) Finance
26 59 (11.24%) jQuery
27 56 (10.67%) Node.js

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 47 (8.95%) Apache Spark
2 24 (4.57%) Elasticsearch
3 19 (3.62%) nginx
4 12 (2.29%) Apache
5 10 (1.90%) DNN
6 9 (1.71%) Apache Solr
6 9 (1.71%) SAS
7 7 (1.33%) Tornado
8 4 (0.76%) GlassFish
8 4 (0.76%) JBoss
8 4 (0.76%) WildFly
9 3 (0.57%) Apache Pig
10 2 (0.38%) Umbraco
11 1 (0.19%) CMS
11 1 (0.19%) Confluence
11 1 (0.19%) Facebook Platform
11 1 (0.19%) MS Exchange
11 1 (0.19%) OpenStack
11 1 (0.19%) WordPress
Applications
1 23 (4.38%) Photoshop
2 8 (1.52%) MS Office
3 5 (0.95%) Adobe Illustrator
4 3 (0.57%) MS Excel
5 2 (0.38%) Chatbot
6 1 (0.19%) SPSS
Business Applications
1 3 (0.57%) Oracle BPM
2 1 (0.19%) IBM Operational Decision Manager
2 1 (0.19%) SAP Oil and Gas
Cloud Services
1 21 (4.00%) Amazon AWS
2 20 (3.81%) GitHub
3 18 (3.43%) SaaS
4 10 (1.90%) Cloud Computing
5 8 (1.52%) IBM Blueworks
6 7 (1.33%) Microsoft Azure
7 4 (0.76%) Adobe Creative Cloud
8 3 (0.57%) Amazon CloudWatch
8 3 (0.57%) AWS Lambda
8 3 (0.57%) Google Analytics
8 3 (0.57%) Virtual Private Cloud
9 2 (0.38%) Amazon EC2
9 2 (0.38%) Amazon S3
9 2 (0.38%) Amazon SQS
9 2 (0.38%) CloudFront
9 2 (0.38%) Heroku
9 2 (0.38%) Office 365
9 2 (0.38%) Route 53
10 1 (0.19%) Amazon ELB
10 1 (0.19%) DigitalOcean
Communications & Networking
1 22 (4.19%) Internet
2 7 (1.33%) HTTP
3 5 (0.95%) Network Security
4 4 (0.76%) TCP/IP
5 3 (0.57%) Intranet
5 3 (0.57%) LAN
5 3 (0.57%) Remote Desktop
6 1 (0.19%) DNS
6 1 (0.19%) SNMP
Database & Business Intelligence
1 142 (27.05%) Big Data
2 77 (14.67%) NoSQL
3 46 (8.76%) MongoDB
4 45 (8.57%) Hadoop
5 24 (4.57%) Data Mining
5 24 (4.57%) MySQL
5 24 (4.57%) SQL Server
6 23 (4.38%) PostgreSQL
7 22 (4.19%) Redis
8 17 (3.24%) Neo4j
9 16 (3.05%) Apache Cassandra
10 9 (1.71%) Triplestore
11 7 (1.33%) Relational Database
12 6 (1.14%) Apache Hive
12 6 (1.14%) SQL Server 2012
13 5 (0.95%) RDBMS
14 4 (0.76%) Mixpanel
14 4 (0.76%) Power BI
15 3 (0.57%) Amazon DynamoDB
15 3 (0.57%) Sqoop
Development Applications
1 82 (15.62%) Git (software)
2 16 (3.05%) Jenkins
2 16 (3.05%) JIRA
3 14 (2.67%) RSpec
4 11 (2.10%) Maven
4 11 (2.10%) Visual Studio
5 8 (1.52%) Bitbucket
6 7 (1.33%) Selenium
7 5 (0.95%) NUnit
8 4 (0.76%) Subversion
9 3 (0.57%) VTune
10 2 (0.38%) Mocha
10 2 (0.38%) TestNG
10 2 (0.38%) Visual Studio Team System
11 1 (0.19%) Cucumber
11 1 (0.19%) gulp
11 1 (0.19%) RubyGems
11 1 (0.19%) Team Foundation Server
11 1 (0.19%) WebDriver
11 1 (0.19%) webpack
General
1 68 (12.95%) Games
2 62 (11.81%) Finance
3 30 (5.71%) Marketing
4 27 (5.14%) Banking
5 21 (4.00%) Telecoms
6 17 (3.24%) Advertising
6 17 (3.24%) Back Office
6 17 (3.24%) Retail
7 12 (2.29%) Publishing
8 7 (1.33%) Brand Awareness
9 6 (1.14%) French Language
9 6 (1.14%) Investment Banking
10 5 (0.95%) Legal
10 5 (0.95%) Local Government
11 4 (0.76%) Financial Institution
11 4 (0.76%) Front Office
11 4 (0.76%) German Language
11 4 (0.76%) Russian Language
12 3 (0.57%) Electronics
12 3 (0.57%) Law
Job Titles
1 241 (45.90%) Developer
2 86 (16.38%) Java Developer
3 65 (12.38%) Data Scientist
3 65 (12.38%) Software Engineer
4 52 (9.90%) Java Engineer
5 45 (8.57%) Software Developer
6 36 (6.86%) Senior Data Scientist
7 33 (6.29%) JavaScript Developer
8 28 (5.33%) Artificial Intelligence Developer
8 28 (5.33%) Python Developer
9 27 (5.14%) Machine Learning Developer
10 26 (4.95%) Full Stack Developer
11 23 (4.38%) .NET Developer
11 23 (4.38%) Machine Learning Engineer
12 22 (4.19%) C++ Developer
12 22 (4.19%) Developer/Software Engineer
12 22 (4.19%) Senior Developer
13 20 (3.81%) Machine Learning Scientist
14 18 (3.43%) Technical Director
15 17 (3.24%) Architect
Libraries, Frameworks & Software Standards
1 101 (19.24%) Natural Language Processing
2 70 (13.33%) HTML
3 63 (12.00%) CSS
4 59 (11.24%) jQuery
5 56 (10.67%) AngularJS
5 56 (10.67%) Node.js
6 49 (9.33%) .NET
7 44 (8.38%) React
8 39 (7.43%) HTML5
9 37 (7.05%) RESTful
10 34 (6.48%) CSS3
10 34 (6.48%) Spring
11 27 (5.14%) Backbone.js
11 27 (5.14%) Unity (Game Engine)
12 26 (4.95%) ASP.NET
12 26 (4.95%) Web Services
13 20 (3.81%) Django
14 19 (3.62%) Ruby on Rails
14 19 (3.62%) Theano
15 18 (3.43%) Flask
Miscellaneous
1 141 (26.86%) Algorithms
2 137 (26.10%) Computer Science
3 43 (8.19%) User Experience
4 39 (7.43%) Robotics
5 29 (5.52%) Analytical Skills
6 17 (3.24%) Internet of Things
7 15 (2.86%) Fintech
8 11 (2.10%) Data Structures
9 10 (1.90%) Client/Server
10 9 (1.71%) Embedded Systems
10 9 (1.71%) Social Media
11 7 (1.33%) 3D Graphics
11 7 (1.33%) Fixed Income
11 7 (1.33%) Linux Command Line
11 7 (1.33%) N-Tier
12 6 (1.14%) Hedge funds
13 5 (0.95%) Animation
13 5 (0.95%) Kinect
13 5 (0.95%) Smart Home
13 5 (0.95%) Xbox
Operating Systems
1 82 (15.62%) Linux
2 27 (5.14%) Windows
3 15 (2.86%) Android
4 12 (2.29%) Apple iOS
5 8 (1.52%) Ubuntu
6 7 (1.33%) CentOS
6 7 (1.33%) Unix
7 6 (1.14%) Windows Server
8 5 (0.95%) Windows 7
9 3 (0.57%) Solaris
9 3 (0.57%) Windows 2000
10 2 (0.38%) Windows Server 2008
10 2 (0.38%) Windows Server 2012
Processes & Methodologies
1 271 (51.62%) Machine Learning
2 176 (33.52%) Agile Software Development
3 148 (28.19%) Software Engineering
4 106 (20.19%) Analytics
5 101 (19.24%) Deep Learning
6 100 (19.05%) Mathematics
7 73 (13.90%) TDD
8 52 (9.90%) Scrum
9 51 (9.71%) Multithreading
9 51 (9.71%) OO
10 50 (9.52%) Microservices
11 46 (8.76%) Continuous Integration
12 40 (7.62%) Visualisation
13 38 (7.24%) DevOps
14 37 (7.05%) Physics
15 33 (6.29%) Reinforcement Learning
15 33 (6.29%) Statistics
16 32 (6.10%) Computer Vision
17 29 (5.52%) Distributed Algorithms
18 28 (5.33%) Data Analysis
Programming Languages
1 243 (46.29%) Java
2 209 (39.81%) Python
3 124 (23.62%) JavaScript
4 108 (20.57%) C++
5 98 (18.67%) SQL
6 93 (17.71%) C#
7 90 (17.14%) Scala
8 63 (12.00%) R
9 47 (8.95%) C
9 47 (8.95%) Ruby
10 18 (3.43%) Perl
11 13 (2.48%) MATLAB
12 12 (2.29%) Elixir
13 9 (1.71%) Lua
13 9 (1.71%) VB.NET
14 8 (1.52%) Bash Shell
14 8 (1.52%) SPARQL
15 7 (1.33%) Fortran
16 6 (1.14%) CoffeeScript
16 6 (1.14%) PHP
Qualifications
1 129 (24.57%) PhD
2 126 (24.00%) Degree
3 9 (1.71%) CISSP
4 8 (1.52%) CEH
5 5 (0.95%) GCIH
5 5 (0.95%) OSCP
6 4 (0.76%) Security Cleared
7 3 (0.57%) GCIA
8 2 (0.38%) ISTQB
8 2 (0.38%) ISTQB Foundation Certification
9 1 (0.19%) GSEC
9 1 (0.19%) PMP
9 1 (0.19%) SC Cleared
Quality Assurance & Compliance
1 13 (2.48%) QA
2 3 (0.57%) GPG13
2 3 (0.57%) ISO/IEC 27001
2 3 (0.57%) SNOMED CT
3 2 (0.38%) Data Quality
4 1 (0.19%) SLA
System Software
1 23 (4.38%) Docker
2 7 (1.33%) Active Directory
3 5 (0.95%) HDFS
3 5 (0.95%) Snort
4 3 (0.57%) Apache ZooKeeper
5 2 (0.38%) Apache Flume
6 1 (0.19%) Hyper-V
6 1 (0.19%) KVM
6 1 (0.19%) LXC
6 1 (0.19%) Slurm Workload Manager
6 1 (0.19%) Terminal Services
6 1 (0.19%) VMware Infrastructure
6 1 (0.19%) Xen
Systems Management
1 23 (4.38%) Opscode Chef
2 9 (1.71%) Kubernetes
3 6 (1.14%) Ansible
3 6 (1.14%) Mesos
3 6 (1.14%) Puppet
4 5 (0.95%) Fluentd
4 5 (0.95%) QRadar
5 4 (0.76%) Kibana
5 4 (0.76%) logstash
6 3 (0.57%) CSIRT
6 3 (0.57%) Grafana
6 3 (0.57%) HP Quality Center
7 2 (0.38%) Terraform
8 1 (0.19%) WMI
Vendors
1 19 (3.62%) Google
2 18 (3.43%) IBM
3 13 (2.48%) Microsoft
4 12 (2.29%) Oracle
5 10 (1.90%) Salesforce.com
6 8 (1.52%) Pega
6 8 (1.52%) Red Hat
6 8 (1.52%) webMethods
7 5 (0.95%) Adobe
7 5 (0.95%) Apple
7 5 (0.95%) ArcSight
7 5 (0.95%) FireEye
7 5 (0.95%) Fortinet
7 5 (0.95%) LogRhythm
7 5 (0.95%) Palo Alto
7 5 (0.95%) RapidMiner
7 5 (0.95%) Sophos
7 5 (0.95%) Sourcefire
7 5 (0.95%) Splunk
7 5 (0.95%) TippingPoint
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 10 hours ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 9 hours ago
London
Colston Consulting
Salary: £55000 - £65000 per annum
Posted: 9 hours ago
City, London
Client Server
Salary: £50k to £65k + stock options
Posted: 5 hours ago
London
Harrington Starr
Salary: £50000 - £65000 per annum + Benefits + Bonus
Posted: 17 hours ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bonus + equity
Posted: Yesterday
London
Oliver Bernard
Salary: £60000 - £80000 per annum + stock / bonus / benefits
Posted: Yesterday
London
Understanding Recruitment
Salary: £50000 - £80000 per annum + Start-Up Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens
Posted: Yesterday
South East London
Understanding Recruitment
Salary: £60000 - £75000 per annum + bens + share options
Posted: 2 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £65000 per annum + Equity
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: Yesterday
South West London
RBW Consulting
Salary: Up to £85,000 per annum
Posted: 4 days ago
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 2 days ago
City, London
Networking People
Salary: £50000 - £65000 per annum + Share Options + Excellent Benefits
Posted: 3 days ago
City, London
Understanding Recruitment
Salary: £50000 - £80000 per annum + Start-Up Benefits
Posted: 3 days ago
London
Mortimer Spinks
Posted: 4 days ago
Surrey
Harrington Starr
Salary: £45000 - £55000 per annum + Bonus and Benefits and Training
Posted: 4 days ago
London
The North Starr
Salary: £60000 per annum
Posted: 4 days ago
City, London
Empiric.com
Salary: From £50,000 to £65,000 per annum + Benefits
Posted: 6 days ago
West London
Client Server
Salary: £80k to £100k + bonus + benefits
Posted: 5 days ago
London
Certes Computing Ltd
Salary: £50000 - £60000 per annum + 10% Bonus and Benefits
Posted: 4 days ago
London
Martin & Conley
Salary: COMPETITIVE SALARY + EXCELLENT BENEFITS
Posted: 11 days ago
City, London
Digital Gurus
Salary: £10000 - £70000 Per Annum + benefits
Posted: 11 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £55,000 per annum Salary DOE + Benefits
Posted: 4 days ago
Guildford, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 4 days ago
London
First Point
Salary: £60000.00 - £75000.00 per annum
Posted: 4 days ago
Wokingham, Berkshire
The People Network
Salary: £35000 - £38000 per annum + Superb Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £50000 - £70000 per annum + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £60,000 per annum Salary DOE + Stock + More
Posted: 5 days ago