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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Artificial Intelligence (AI)
Rank 658 859 856
Rank change year-on-year
+201 -3
Permanent jobs citing Artificial Intelligence 221 79 83
As % of all permanent IT jobs located in England 0.26% 0.080% 0.078%
As % of the Miscellaneous category 0.64% 0.19% 0.19%
Number of salaries quoted 201 68 70
Median salary £60,000 £55,000 £52,500
Median salary % change year-on-year
+9.09% +4.76%
90% offered a salary of more than £35,000 £41,728 £27,500
10% offered a salary of more than £85,000 £78,250 £85,000
UK excluding London median salary £45,000 £60,000 £40,000
% change year-on-year
-25.00% +50.00%
Artificial Intelligence
UK

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
34317 42371 43234
As % of all permanent IT jobs located in England 40.84% 42.74% 40.56%
Number of salaries quoted 28200 34192 35186
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £29,252 £27,500
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 10 December 2016.

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 10 December 2016. 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
(Click see detailed
statistics and trends)
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 +139 160 £65,000 +18.18% 35
South East +82 24 £40,000 -37.25% 3
East of England +36 16 £70,000 - 4
South West - 10 £45,000 - 3
North West -15 7 £55,000 +47.73% 1
West Midlands -8 6 £75,000 +200.00% 3
East Midlands - 1 £22,500 - 1
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 10 December 2016, 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.

1 235 (45.63%) Machine Learning
2 211 (40.97%) Java
3 185 (35.92%) Python
4 184 (35.73%) Agile Software Development
5 148 (28.74%) Degree
6 146 (28.35%) Computer Science
7 145 (28.16%) Software Engineering
8 140 (27.18%) Algorithms
9 124 (24.08%) JavaScript
10 115 (22.33%) Big Data
11 113 (21.94%) C++
12 112 (21.75%) SQL
13 111 (21.55%) Git (software)
14 109 (21.17%) Natural Language Processing
15 104 (20.19%) Mathematics
15 104 (20.19%) PhD
16 98 (19.03%) NoSQL
17 94 (18.25%) Linux
17 94 (18.25%) CSS
18 93 (18.06%) Analytics
19 90 (17.48%) HTML
20 89 (17.28%) Deep Learning
21 82 (15.92%) TDD
22 76 (14.76%) jQuery
23 75 (14.56%) Ruby
24 74 (14.37%) C#
25 72 (13.98%) Scrum
26 70 (13.59%) CSS3
26 70 (13.59%) User Experience
27 68 (13.20%) HTML5

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 (8.74%) nginx
2 40 (7.77%) Apache Spark
3 16 (3.11%) Elasticsearch
4 9 (1.75%) Apache Solr
4 9 (1.75%) SAS
5 8 (1.55%) Apache
6 4 (0.78%) Confluence
7 3 (0.58%) Apache Pig
8 2 (0.39%) CMS
8 2 (0.39%) GlassFish
8 2 (0.39%) JBoss
8 2 (0.39%) Tornado
8 2 (0.39%) WildFly
9 1 (0.19%) Drupal
9 1 (0.19%) MS Exchange
9 1 (0.19%) SharePoint
9 1 (0.19%) WordPress
Applications
1 47 (9.13%) Photoshop
2 18 (3.50%) Chatbot
3 5 (0.97%) Adobe Illustrator
4 3 (0.58%) SPSS
5 2 (0.39%) CPLEX
5 2 (0.39%) MS Excel
5 2 (0.39%) MS Office
Business Applications
1 3 (0.58%) Dynamics CRM
1 3 (0.58%) Oracle BPM
2 1 (0.19%) IBM Operational Decision Manager
2 1 (0.19%) SAP Oil and Gas
Cloud Services
1 37 (7.18%) GitHub
2 25 (4.85%) Amazon AWS
3 9 (1.75%) SaaS
4 7 (1.36%) Cloud Computing
4 7 (1.36%) Microsoft Azure
5 4 (0.78%) Adobe Creative Cloud
6 2 (0.39%) Google Play
6 2 (0.39%) Heroku
6 2 (0.39%) Office 365
7 1 (0.19%) Amazon CloudWatch
7 1 (0.19%) Amazon EC2
7 1 (0.19%) Amazon ELB
7 1 (0.19%) Amazon S3
7 1 (0.19%) Azure Machine Learning
7 1 (0.19%) IBM Blueworks
7 1 (0.19%) Virtual Private Cloud
Communications & Networking
1 14 (2.72%) Internet
2 7 (1.36%) HTTP
3 5 (0.97%) Network Security
4 4 (0.78%) TCP/IP
5 3 (0.58%) Intrusion Detection
6 2 (0.39%) tcpdump
6 2 (0.39%) WAN
6 2 (0.39%) Wireshark
6 2 (0.39%) X.509
7 1 (0.19%) DNS
7 1 (0.19%) HTTPS
7 1 (0.19%) Intranet
7 1 (0.19%) LAN
7 1 (0.19%) Remote Desktop
7 1 (0.19%) SNMP
Database & Business Intelligence
1 115 (22.33%) Big Data
2 98 (19.03%) NoSQL
3 66 (12.82%) MongoDB
4 42 (8.16%) Redis
5 32 (6.21%) SQL Server
6 30 (5.83%) Hadoop
7 26 (5.05%) MySQL
8 22 (4.27%) Data Mining
9 20 (3.88%) PostgreSQL
9 20 (3.88%) SQL Server 2012
10 18 (3.50%) Triplestore
11 14 (2.72%) Neo4j
12 11 (2.14%) Apache Cassandra
13 9 (1.75%) Relational Database
14 7 (1.36%) Apache Hive
15 6 (1.17%) RDBMS
16 3 (0.58%) DB2
16 3 (0.58%) Impala
16 3 (0.58%) QlikView
16 3 (0.58%) Sqoop
Development Applications
1 111 (21.55%) Git (software)
2 40 (7.77%) RSpec
3 31 (6.02%) JIRA
4 23 (4.47%) Bitbucket
5 20 (3.88%) NUnit
6 17 (3.30%) Jenkins
7 10 (1.94%) Selenium
8 8 (1.55%) Maven
9 7 (1.36%) CMake
10 5 (0.97%) Bundler
10 5 (0.97%) RubyGems
11 4 (0.78%) Visual Studio
11 4 (0.78%) WebDriver
12 3 (0.58%) Atlassian Bamboo
12 3 (0.58%) Cucumber
13 1 (0.19%) CircleCI
13 1 (0.19%) Codeship
13 1 (0.19%) Subversion
13 1 (0.19%) Team Foundation Server
13 1 (0.19%) VTune
General
1 55 (10.68%) Finance
2 37 (7.18%) Games
3 31 (6.02%) Marketing
4 23 (4.47%) Telecoms
5 18 (3.50%) Banking
6 17 (3.30%) Publishing
7 14 (2.72%) Back Office
8 10 (1.94%) Advertising
8 10 (1.94%) Front Office
8 10 (1.94%) Law
9 8 (1.55%) Retail
10 6 (1.17%) French Language
11 4 (0.78%) Brand Awareness
11 4 (0.78%) German Language
11 4 (0.78%) Investment Banking
11 4 (0.78%) Legal
11 4 (0.78%) Russian Language
12 3 (0.58%) Financial Institution
12 3 (0.58%) Local Government
12 3 (0.58%) Prime Brokerage
Job Titles
1 253 (49.13%) Developer
2 98 (19.03%) Java Developer
3 61 (11.84%) Data Scientist
4 54 (10.49%) Software Engineer
5 49 (9.51%) Java Engineer
6 41 (7.96%) C++ Developer
7 36 (6.99%) Python Developer
8 29 (5.63%) Full Stack Developer
9 28 (5.44%) Senior Data Scientist
10 27 (5.24%) Machine Learning Developer
11 26 (5.05%) Artificial Intelligence Developer
12 25 (4.85%) Technical Director
13 24 (4.66%) Java Software Developer
14 23 (4.47%) JavaScript Developer
15 22 (4.27%) Java Software Engineer
15 22 (4.27%) Software Developer
16 21 (4.08%) Ruby Developer
17 20 (3.88%) Machine Learning Scientist
18 19 (3.69%) Lead Developer
18 19 (3.69%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 109 (21.17%) Natural Language Processing
2 94 (18.25%) CSS
3 90 (17.48%) HTML
4 76 (14.76%) jQuery
5 70 (13.59%) CSS3
6 68 (13.20%) HTML5
7 49 (9.51%) Ruby on Rails
8 47 (9.13%) Backbone.js
9 44 (8.54%) Spring
10 43 (8.35%) AngularJS
10 43 (8.35%) Node.js
11 42 (8.16%) .NET
11 42 (8.16%) Flash
11 42 (8.16%) Spine.js
12 39 (7.57%) React
13 32 (6.21%) RESTful
13 32 (6.21%) Web Services
14 30 (5.83%) ASP.NET
15 25 (4.85%) Twitter Bootstrap
16 23 (4.47%) Ajax
Miscellaneous
1 146 (28.35%) Computer Science
2 140 (27.18%) Algorithms
3 104 (20.19%) Mathematics
4 70 (13.59%) User Experience
5 44 (8.54%) Statistics
5 44 (8.54%) Visualisation
6 33 (6.41%) Physics
7 28 (5.44%) Ontologies
8 27 (5.24%) Analytical Skills
9 25 (4.85%) Robotics
10 18 (3.50%) Neural Network
11 16 (3.11%) Biometrics
12 12 (2.33%) Fixed Income
13 11 (2.14%) Applied Mathematics
14 10 (1.94%) Cryptography
14 10 (1.94%) Data Structures
15 9 (1.75%) CUDA
15 9 (1.75%) Foreign Exchange (FX)
16 8 (1.55%) Equities
16 8 (1.55%) Market Risk
Operating Systems
1 94 (18.25%) Linux
2 19 (3.69%) Windows
3 15 (2.91%) Android
4 6 (1.17%) Apple iOS
5 5 (0.97%) Embedded Linux
5 5 (0.97%) Ubuntu
5 5 (0.97%) Unix
6 3 (0.58%) Mac OS X
6 3 (0.58%) Windows Server
7 2 (0.39%) CentOS
7 2 (0.39%) Windows Server 2008
7 2 (0.39%) Windows Server 2012
8 1 (0.19%) Solaris
8 1 (0.19%) Windows 2000
8 1 (0.19%) Windows 7
Processes & Methodologies
1 235 (45.63%) Machine Learning
2 184 (35.73%) Agile Software Development
3 145 (28.16%) Software Engineering
4 93 (18.06%) Analytics
5 89 (17.28%) Deep Learning
6 82 (15.92%) TDD
7 72 (13.98%) Scrum
8 63 (12.23%) Microservices
9 51 (9.90%) Multithreading
10 46 (8.93%) OO
11 44 (8.54%) Continuous Integration
12 32 (6.21%) BDD
13 31 (6.02%) DevOps
14 28 (5.44%) MVC
15 24 (4.66%) Data Analysis
16 23 (4.47%) Image Processing
16 23 (4.47%) Mentoring
17 22 (4.27%) Front End Development
17 22 (4.27%) Information Retrieval
17 22 (4.27%) Statistical Modelling
Programming Languages
1 211 (40.97%) Java
2 185 (35.92%) Python
3 124 (24.08%) JavaScript
4 113 (21.94%) C++
5 112 (21.75%) SQL
6 75 (14.56%) Ruby
7 74 (14.37%) C#
8 62 (12.04%) Scala
9 46 (8.93%) R
10 45 (8.74%) C
11 20 (3.88%) MATLAB
12 14 (2.72%) CoffeeScript
13 12 (2.33%) Perl
14 9 (1.75%) Go
14 9 (1.75%) Lua
15 7 (1.36%) PHP
15 7 (1.36%) SPARQL
16 6 (1.17%) VB.NET
17 5 (0.97%) Erlang
18 4 (0.78%) Apex Code
Qualifications
1 148 (28.74%) Degree
2 104 (20.19%) PhD
3 4 (0.78%) Security Cleared
4 2 (0.39%) CEH
4 2 (0.39%) CISSP
4 2 (0.39%) GCIH
4 2 (0.39%) ISTQB
4 2 (0.39%) ISTQB Foundation Certification
4 2 (0.39%) OSCP
4 2 (0.39%) PRINCE2 Practitioner
5 1 (0.19%) Microsoft Certification
5 1 (0.19%) PMP
Quality Assurance & Compliance
1 22 (4.27%) QA
2 5 (0.97%) SNOMED CT
3 2 (0.39%) GPG13
3 2 (0.39%) ISO/IEC 27001
4 1 (0.19%) Data Quality
4 1 (0.19%) SLA
System Software
1 26 (5.05%) Docker
2 2 (0.39%) Active Directory
2 2 (0.39%) Apache Flume
2 2 (0.39%) HDFS
2 2 (0.39%) Snort
3 1 (0.19%) Apache ZooKeeper
3 1 (0.19%) Hyper-V
3 1 (0.19%) Terminal Services
3 1 (0.19%) VMware Infrastructure
Systems Management
1 47 (9.13%) Opscode Chef
2 15 (2.91%) Kubernetes
3 9 (1.75%) Mesos
4 7 (1.36%) Ansible
5 6 (1.17%) Puppet
6 3 (0.58%) HP Quality Center
7 2 (0.39%) Fluentd
7 2 (0.39%) QRadar
8 1 (0.19%) Kibana
8 1 (0.19%) logstash
8 1 (0.19%) Terraform
8 1 (0.19%) WMI
Vendors
1 18 (3.50%) Salesforce.com
2 11 (2.14%) Oracle
3 8 (1.55%) IBM
4 6 (1.17%) Microsoft
5 5 (0.97%) Adobe
5 5 (0.97%) Red Hat
6 4 (0.78%) Atlassian
6 4 (0.78%) Google
6 4 (0.78%) VMware
7 3 (0.58%) Apple
7 3 (0.58%) CA Agile Central
7 3 (0.58%) HP
7 3 (0.58%) Rackspace
7 3 (0.58%) Tableau
8 2 (0.39%) AlienVault
8 2 (0.39%) FireEye
8 2 (0.39%) LogRhythm
8 2 (0.39%) Palo Alto
8 2 (0.39%) Sophos
8 2 (0.39%) Sourcefire
City, London
Digital Gurus
Salary: £10000 - £70000 Per Annum + benefits
Posted: Yesterday
Bournemouth, Dorset
HAYS INFORMATION TECHNOLOGY
Salary: £25000 - £55000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 2 days ago
Tewkesbury, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 35,000 plus benefits
Posted: 3 days ago
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 3 days ago
Poole, Dorset
HAYS INFORMATION TECHNOLOGY
Salary: £25000 - £55000 per annum + Package
Posted: 3 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £50000 - £120000 per annum
Posted: 2 days ago
London
Empiric.com
Salary: From £60,000 to £85,000 per annum + bonus + stock + benefits
Posted: 4 days ago
Manchester, Lancashire
Cathcart Associates Ltd
Salary: £25000 - £35000 per annum + Flexible Working & Stock Options
Posted: 2 days ago
Hammersmith And Fulham, London
Random International
Salary: 30000
Posted: Yesterday
City, London
Empiric.com
Salary: From £45,000 to £60,000 per annum + Benefits + Equity
Posted: 3 days ago
Berkshire
Nigel Frank International
Salary: £32500 - £37500 per annum + Package
Posted: Yesterday
London
Creative Personnel
Salary: Competitive
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 5 days ago
London
Burns Sheehan
Salary: £70000 - £85000 per annum + stock options
Posted: 5 days ago
North London
Client Server
Salary: £55k to £70k + benefits
Posted: 4 days ago
London
onezeero.
Salary: £50000 - £60000 per annum
Posted: 4 days ago
West London
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens & bonus
Posted: 5 days ago
London
Ability Resourcing
Salary: £30000 - £50000 per annum
Posted: 2 days ago
Wokingham, Berkshire
Oscar
Salary: £25000 - £38000 per annum + Benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 4 days ago
London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 3 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £80000 Per Annum + benfits
Posted: 6 days ago
Kingston Upon Thames, Surrey
Understanding Recruitment
Salary: £35000.00 - £40000.00 per annum + Impressive benefits
Posted: 5 days ago
City, London
Client Server
Salary: £35k to £50k + benefits
Posted: 4 days ago
Oxfordshire
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 8 days ago
London
onezeero.
Salary: £45000 - £55000 per annum
Posted: 4 days ago
London
Client Server
Salary: £35,000 to £50,000 + benefits
Posted: 4 days ago
London
Client Server
Salary: £60k to £75k + equity
Posted: 10 days ago
Coventry, West Midlands (County)
First Utility
Salary: Competitive
Posted: 12 days ago