Period
to 20 July 2017

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 6 months to 20 July 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
UK > England
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 541 732 1114
Rank change year-on-year +191 +382 -121
Permanent jobs citing Artificial Intelligence 802 550 171
As % of all permanent IT jobs advertised in England 0.48% 0.29% 0.082%
As % of the Processes & Methodologies category 0.54% 0.32% 0.094%
Number of salaries quoted 704 530 167
England median annual salary £62,500 £55,750 £52,500
Median salary % change year-on-year +12.11% +6.19% -
10th Percentile £31,475 £23,625 £33,000
90th Percentile £95,000 £87,500 £77,500
UK median annual salary £62,500 £55,000 £52,500
% change year-on-year +13.64% +4.76% -

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 149146 169514 182293
As % of all permanent IT job vacancies advertised in England 89.71% 88.94% 87.76%
Number of salaries quoted 120671 142650 149773
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £27,795 £27,500
90th Percentile £80,000 £78,750 £76,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

Artificial Intelligence
Job Vacancy Trend in England

Job postings citing Artificial Intelligence as a percentage of all IT jobs advertised in England.

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 6 months to 20 July 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 6 months to 20 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +79 421 £67,500 +14.89% 31
East of England +169 175 £65,000 +188.89% 14
South East +121 88 £60,000 +50.00% 9
North of England +49 61 £50,000 +78.57% 6
North West +11 47 £52,500 +50.00% 6
South West +40 45 £40,000 -54.93%
Midlands -33 15 £55,000 +120.00% 1
West Midlands -41 14 £60,000 +128.57% 1
Yorkshire +39 10 £50,000 +78.57%
North East +24 4 £40,000 +33.33%
East Midlands +6 1 £40,000 +77.78%
Artificial Intelligence
UK

For the 6 months to 20 July 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.

1 538 (67.08%) Machine Learning
2 431 (53.74%) Python
3 363 (45.26%) Java
4 238 (29.68%) PhD
5 234 (29.18%) Algorithms
6 218 (27.18%) C++
7 209 (26.06%) Agile Software Development
8 198 (24.69%) Software Engineering
9 175 (21.82%) Mathematics
10 171 (21.32%) Big Data
11 167 (20.82%) Analytics
12 156 (19.45%) C#
13 153 (19.08%) Computer Science
14 137 (17.08%) Finance
15 134 (16.71%) Natural Language Processing
16 130 (16.21%) Degree
17 128 (15.96%) R
18 126 (15.71%) JavaScript
19 125 (15.59%) Deep Learning
20 107 (13.34%) SQL
21 89 (11.10%) Physics
22 87 (10.85%) TDD
23 85 (10.60%) .NET
23 85 (10.60%) C
23 85 (10.60%) Scala
24 84 (10.47%) Linux
25 83 (10.35%) Data Analytics
26 82 (10.22%) Amazon AWS
27 78 (9.73%) Git (software)
28 77 (9.60%) Statistics

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 69 (8.60%) Apache Spark
2 23 (2.87%) Elasticsearch
3 22 (2.74%) Apache
4 18 (2.24%) SAS
5 15 (1.87%) Apache Solr
6 13 (1.62%) Tornado
7 11 (1.37%) DNN
8 8 (1.00%) Apache Pig
8 8 (1.00%) Umbraco
9 5 (0.62%) WebSphere
10 4 (0.50%) Skype for Business
11 3 (0.37%) WebLogic
12 2 (0.25%) nginx
13 1 (0.12%) Blackberry Enterprise Server
13 1 (0.12%) CMS
13 1 (0.12%) Exchange Server 2007
13 1 (0.12%) Exchange Server 2013
13 1 (0.12%) Facebook Platform
13 1 (0.12%) FileNet
13 1 (0.12%) IIS
Applications
1 15 (1.87%) Microsoft Office
2 12 (1.50%) Microsoft Excel
3 7 (0.87%) Chatbot
4 4 (0.50%) SPSS
5 3 (0.37%) Spreadsheet
6 1 (0.12%) GNU Octave
6 1 (0.12%) Microsoft PowerPoint
6 1 (0.12%) S-PLUS
6 1 (0.12%) Stata
Business Applications
1 2 (0.25%) FastStats
2 1 (0.12%) Actimize
2 1 (0.12%) Magento
2 1 (0.12%) Shopify
Cloud Services
1 82 (10.22%) Amazon AWS
2 42 (5.24%) Microsoft Azure
3 25 (3.12%) SaaS
4 20 (2.49%) Google Cloud Platform
5 14 (1.75%) GitHub
6 8 (1.00%) Amazon EC2
6 8 (1.00%) Amazon EMR
6 8 (1.00%) Amazon Kinesis
7 7 (0.87%) Cloud Computing
8 6 (0.75%) AWS Lambda
9 5 (0.62%) Amazon CloudWatch
9 5 (0.62%) CloudFront
9 5 (0.62%) Route 53
9 5 (0.62%) Virtual Private Cloud
10 4 (0.50%) IBM Blueworks
10 4 (0.50%) Office 365
11 2 (0.25%) Amazon SQS
11 2 (0.25%) Azure Machine Learning
11 2 (0.25%) Google Analytics
12 1 (0.12%) Amazon S3
Communications & Networking
1 19 (2.37%) Internet
2 14 (1.75%) TCP/IP
3 13 (1.62%) Network Security
4 8 (1.00%) Skype
4 8 (1.00%) SMS
5 5 (0.62%) HTTP
5 5 (0.62%) Wireless
6 4 (0.50%) DNS
7 3 (0.37%) DHCP
7 3 (0.37%) SAN
8 2 (0.25%) Firewall
8 2 (0.25%) iBeacon
8 2 (0.25%) NFC
8 2 (0.25%) VPN
8 2 (0.25%) Wi-Fi
9 1 (0.12%) BGP
9 1 (0.12%) Fibre Channel
9 1 (0.12%) Intranet
9 1 (0.12%) MQTT
9 1 (0.12%) NAS
Database & Business Intelligence
1 171 (21.32%) Big Data
2 76 (9.48%) Hadoop
3 59 (7.36%) NoSQL
4 35 (4.36%) SQL Server
5 33 (4.11%) MongoDB
6 31 (3.87%) MySQL
7 30 (3.74%) Data Mining
8 27 (3.37%) Apache Hive
9 23 (2.87%) Relational Database
10 18 (2.24%) Neo4j
11 16 (2.00%) PostgreSQL
12 15 (1.87%) Redis
12 15 (1.87%) Text Mining
13 14 (1.75%) Apache Cassandra
13 14 (1.75%) RDBMS
14 11 (1.37%) Blockchain
15 8 (1.00%) Amazon Redshift
15 8 (1.00%) Data Warehouse
15 8 (1.00%) Impala
16 7 (0.87%) Data Lake
Development Applications
1 78 (9.73%) Git (software)
2 26 (3.24%) Selenium
3 24 (2.99%) Cucumber
4 19 (2.37%) JIRA
5 15 (1.87%) Jenkins
6 11 (1.37%) Maven
7 10 (1.25%) Visual Studio
8 9 (1.12%) JUnit
9 8 (1.00%) Ant
10 7 (0.87%) Mocha
10 7 (0.87%) Team Foundation Server
10 7 (0.87%) TeamCity
11 6 (0.75%) Octopus Deploy
11 6 (0.75%) Subversion
12 5 (0.62%) Bitbucket
12 5 (0.62%) TestNG
12 5 (0.62%) WebDriver
13 4 (0.50%) GitLab
14 3 (0.37%) Dreamweaver
14 3 (0.37%) SpecFlow
General
1 137 (17.08%) Finance
2 54 (6.73%) Games
3 40 (4.99%) Marketing
4 34 (4.24%) Banking
5 15 (1.87%) Financial Institution
6 14 (1.75%) Retail
7 13 (1.62%) Telecoms
8 11 (1.37%) Advertising
8 11 (1.37%) Publishing
9 8 (1.00%) Electronics
10 6 (0.75%) Law
11 4 (0.50%) Automotive
11 4 (0.50%) Back Office
12 3 (0.37%) Local Government
12 3 (0.37%) Pharmaceutical
13 2 (0.25%) Brand Awareness
13 2 (0.25%) Investment Banking
13 2 (0.25%) Legal
13 2 (0.25%) Manufacturing
13 2 (0.25%) Military
Job Titles
1 312 (38.90%) Developer
2 95 (11.85%) Software Engineer
3 91 (11.35%) Data Scientist
4 83 (10.35%) Software Developer
5 75 (9.35%) Java Developer
6 55 (6.86%) Python Developer
7 49 (6.11%) Java Engineer
8 46 (5.74%) Machine Learning Engineer
9 41 (5.11%) JavaScript Developer
10 39 (4.86%) Machine Learning Developer
11 38 (4.74%) Full Stack Developer
12 36 (4.49%) Senior Developer
13 34 (4.24%) Artificial Intelligence Developer
14 31 (3.87%) DevOps Engineer
15 29 (3.62%) C++ Developer
15 29 (3.62%) Senior Data Scientist
16 28 (3.49%) C# Developer
17 27 (3.37%) .NET Developer
18 26 (3.24%) C++ Software Engineer
19 25 (3.12%) Ruby Developer
Libraries, Frameworks & Software Standards
1 134 (16.71%) Natural Language Processing
2 85 (10.60%) .NET
3 73 (9.10%) AngularJS
4 62 (7.73%) HTML
5 53 (6.61%) ASP.NET
5 53 (6.61%) CSS
5 53 (6.61%) Node.js
6 42 (5.24%) RESTful
7 37 (4.61%) React
8 33 (4.11%) jQuery
9 32 (3.99%) REST
10 31 (3.87%) TensorFlow
11 28 (3.49%) Web Services
12 27 (3.37%) Theano
13 25 (3.12%) Unity (Game Engine)
14 21 (2.62%) .NET Framework
14 21 (2.62%) ASP.NET Web API
15 20 (2.49%) ASP.NET MVC
15 20 (2.49%) Flask
15 20 (2.49%) Spring
Miscellaneous
1 234 (29.18%) Algorithms
2 153 (19.08%) Computer Science
3 68 (8.48%) Analytical Skills
4 67 (8.35%) Greenfield Project
5 57 (7.11%) Robotics
6 46 (5.74%) Smart City
7 40 (4.99%) Fintech
8 25 (3.12%) Smart Home
9 22 (2.74%) User Experience
10 18 (2.24%) Social Media
11 16 (2.00%) Management Information System
12 15 (1.87%) Internet of Things
13 13 (1.62%) Cyber Defence
13 13 (1.62%) Data Structures
14 12 (1.50%) Enterprise Software
15 10 (1.25%) Foreign Exchange (FX)
15 10 (1.25%) HoloLens
15 10 (1.25%) HTC Vive
15 10 (1.25%) Mobile App
15 10 (1.25%) Oculus Rift
Operating Systems
1 84 (10.47%) Linux
2 39 (4.86%) Windows
3 17 (2.12%) Unix
4 14 (1.75%) Android
4 14 (1.75%) CentOS
5 9 (1.12%) Red Hat Enterprise Linux
5 9 (1.12%) Windows Server
6 8 (1.00%) Mac OS
7 6 (0.75%) Apple iOS
7 6 (0.75%) Windows Server 2008
8 5 (0.62%) Windows Server 2012
9 4 (0.50%) Mac OS X
10 3 (0.37%) Windows 10
11 2 (0.25%) Ubuntu
11 2 (0.25%) Windows 7
12 1 (0.12%) Windows 2000
Processes & Methodologies
1 538 (67.08%) Machine Learning
2 209 (26.06%) Agile Software Development
3 198 (24.69%) Software Engineering
4 175 (21.82%) Mathematics
5 167 (20.82%) Analytics
6 125 (15.59%) Deep Learning
7 89 (11.10%) Physics
8 87 (10.85%) TDD
9 83 (10.35%) Data Analytics
10 77 (9.60%) Statistics
11 73 (9.10%) DevOps
11 73 (9.10%) Microservices
12 71 (8.85%) Multithreading
13 69 (8.60%) Computer Vision
14 67 (8.35%) Neural Network
15 66 (8.23%) Reinforcement Learning
16 61 (7.61%) Continuous Integration
17 53 (6.61%) Distributed Algorithms
18 50 (6.23%) Scrum
19 48 (5.99%) Data Analysis
Programming Languages
1 431 (53.74%) Python
2 363 (45.26%) Java
3 218 (27.18%) C++
4 156 (19.45%) C#
5 128 (15.96%) R
6 126 (15.71%) JavaScript
7 107 (13.34%) SQL
8 85 (10.60%) C
8 85 (10.60%) Scala
9 68 (8.48%) MATLAB
10 56 (6.98%) Ruby
11 28 (3.49%) Julia
12 27 (3.37%) Perl
13 25 (3.12%) Elixir
14 20 (2.49%) Bash Shell
15 18 (2.24%) PHP
16 9 (1.12%) Fortran
17 7 (0.87%) F#
17 7 (0.87%) Haskell
18 5 (0.62%) Go
Qualifications
1 238 (29.68%) PhD
2 130 (16.21%) Degree
3 30 (3.74%) Computer Science Degree
4 18 (2.24%) Master's Degree
5 11 (1.37%) CISSP
6 7 (0.87%) ISSAP
7 6 (0.75%) Security Cleared
8 4 (0.50%) A+ Certification
8 4 (0.50%) CEH
8 4 (0.50%) MCP
8 4 (0.50%) Numerate Degree
8 4 (0.50%) PMI Certification
9 3 (0.37%) DV Cleared
9 3 (0.37%) GCIA
9 3 (0.37%) PMP
9 3 (0.37%) SC Cleared
10 2 (0.25%) Microsoft Certification
11 1 (0.12%) CCIE
11 1 (0.12%) Cisco Certification
11 1 (0.12%) GCIH
Quality Assurance & Compliance
1 21 (2.62%) QA
2 10 (1.25%) GCP
3 4 (0.50%) Data Quality
4 3 (0.37%) PMO
5 2 (0.25%) ISO/IEC 27001
5 2 (0.25%) SLA
6 1 (0.12%) Cyber Essentials
6 1 (0.12%) GPG13
System Software
1 46 (5.74%) Docker
2 9 (1.12%) Hyper-V
3 8 (1.00%) Active Directory
4 5 (0.62%) VMware Infrastructure
5 1 (0.12%) Apache ZooKeeper
5 1 (0.12%) Firmware
5 1 (0.12%) HDFS
5 1 (0.12%) KVM
5 1 (0.12%) Snort
5 1 (0.12%) Virtual Servers
5 1 (0.12%) vSphere
5 1 (0.12%) XenApp
Systems Management
1 20 (2.49%) Opscode Chef
2 17 (2.12%) Kubernetes
3 14 (1.75%) Ansible
4 12 (1.50%) Puppet
5 11 (1.37%) Grafana
6 8 (1.00%) Munin
6 8 (1.00%) Salt
6 8 (1.00%) ZABBIX
7 5 (0.62%) SCCM
7 5 (0.62%) Terraform
8 4 (0.50%) WSUS
9 3 (0.37%) Mesos
9 3 (0.37%) Systems Management Server (SMS)
10 2 (0.25%) Kibana
10 2 (0.25%) Packer
11 1 (0.12%) CSIRT
11 1 (0.12%) Failover Clustering
11 1 (0.12%) Fluentd
11 1 (0.12%) Microsoft Clustering
11 1 (0.12%) QRadar
Vendors
1 50 (6.23%) Microsoft
2 46 (5.74%) Google
3 19 (2.37%) Tableau
4 15 (1.87%) IBM
5 12 (1.50%) RapidMiner
6 10 (1.25%) VMware
7 9 (1.12%) Cloudera
8 8 (1.00%) Apple
8 8 (1.00%) Cisco
8 8 (1.00%) Sitecore
9 7 (0.87%) Oracle
10 6 (0.75%) Facebook
11 4 (0.50%) Kaspersky
12 3 (0.37%) Pega
12 3 (0.37%) Red Hat
12 3 (0.37%) Splunk
12 3 (0.37%) webMethods
12 3 (0.37%) Zend
13 2 (0.25%) Alteryx
13 2 (0.25%) Hortonworks
East London
Source Coders
Salary: From £50,000 to £85,000 per annum Equity + Bonus
Posted: 4 hours ago
London
Oliver Bernard
Salary: £70000 - £900000 per annum + bonus and shares
Posted: Yesterday
City, London
Morgan Mckinley
Salary: £0.00 per annum
Posted: Yesterday
West London
ClearCube Consulting
Salary: From £40,000 to £70,000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 2 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £20000 - £30000 per annum
Posted: Yesterday
City, London
Cheapside DT
Salary: £55000.00 - £60000.00 per annum
Posted: 4 hours ago
London
Empiric
Salary: From £30,000 to £45,000 per annum + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 2 days ago
London
Agile Recruitment
Salary: £50000 - £70000 per annum + Share options
Posted: 2 days ago
Central London / West End
Evolution Recruitment Solutions
Salary: 40,000 - 55,000 plus benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 2 days ago
London
ISL
Salary: £40000 - £50000 per annum + benefits
Posted: Yesterday
London
Empiric
Salary: From £45,000 to £60,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Burns Sheehan
Salary: £30000.00 - £80000 per annum + bonus + benefits
Posted: Yesterday
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: Yesterday
Camberley, Surrey
ISL
Salary: £50000 - £75000 per annum + pension, parking, health
Posted: 2 days ago
City, London
TEKsystems
Salary: £60000 - £100000 per annum + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + equity and bens
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £28000 - £35000 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: 3 days ago
London
ClearCube Consulting
Salary: Up to £85,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 3 days ago
South West London
Give-A-Grad-A-Go Ltd
Salary: 27,500
Posted: 2 days ago
Central London / West End
Client Server
Salary: £50k to £55k + benefits
Posted: 2 days ago
North West London
Understanding Recruitment
Salary: £50000 - £55000 per annum + shares
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric
Salary: £30,000+ Dependent on Experience
Posted: 2 days ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 35k per year + Prospects + Training
Posted: 2 days ago
West London
ClearCube Consulting
Salary: From £50,000 to £80,000 per annum
Posted: 4 days ago