Period
to 21 July 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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 21 July 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > London
6 months to
21 Jul 2017
Same period 2016 Same period 2015
Rank 458 542 802
Rank change year-on-year +84 +260 -100
Permanent jobs citing Artificial Intelligence 421 369 109
As % of all permanent IT jobs advertised in London 0.57% 0.45% 0.12%
As % of the Processes & Methodologies category 0.63% 0.50% 0.14%
Number of salaries quoted 353 361 98
London median annual salary £67,500 £60,000 £57,500
Median salary % change year-on-year +12.50% +4.35% -2.13%
10th Percentile £44,000 £35,250 £33,000
90th Percentile £102,000 £91,250 £85,000
England median annual salary £62,500 £56,500 £52,500
% change year-on-year +10.62% +7.62% -

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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 66731 74385 79334
As % of all permanent IT job vacancies advertised in London 91.10% 90.35% 88.70%
Number of salaries quoted 52870 64084 66460
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £32,500
90th Percentile £90,000 £87,500 £85,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Artificial Intelligence
Job Vacancy Trend in London

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

Job vacancy trend for Artificial Intelligence in London

Artificial Intelligence
Salary Trend in London

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

Salary trend for Artificial Intelligence in London

Artificial Intelligence
Salary Histogram in London

The salary distribution of IT jobs citing Artificial Intelligence in London over the 6 months to 21 July 2017.

Salary histogram for Artificial Intelligence in London

Artificial Intelligence
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the London region over the 6 months to 21 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
City of London +62 55 £65,000 -3.70% 7
Romford - 2 £47,500 -
Hammersmith -37 1 £60,000 +6.67%
Uxbridge - 1 £70,000 -
Bromley - 1 £36,500 -
Kingston Upon Thames - 1 £45,000 -
Artificial Intelligence
England

For the 6 months to 21 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 London region with a requirement for Artificial Intelligence.

1 288 (68.41%) Machine Learning
2 200 (47.51%) Python
3 171 (40.62%) Java
4 134 (31.83%) Agile Software Development
5 112 (26.60%) Analytics
6 111 (26.37%) Algorithms
7 108 (25.65%) Finance
8 103 (24.47%) Big Data
9 90 (21.38%) Natural Language Processing
9 90 (21.38%) Degree
10 89 (21.14%) JavaScript
11 86 (20.43%) PhD
12 82 (19.48%) Computer Science
13 78 (18.53%) Software Engineering
14 66 (15.68%) R
15 62 (14.73%) TDD
16 61 (14.49%) Microservices
17 60 (14.25%) Deep Learning
17 60 (14.25%) AngularJS
18 59 (14.01%) Mathematics
19 58 (13.78%) SQL
19 58 (13.78%) Analytical Skills
20 55 (13.06%) Greenfield Project
20 55 (13.06%) C++
21 54 (12.83%) Amazon AWS
21 54 (12.83%) Data Analytics
22 48 (11.40%) Scala
23 46 (10.93%) Hadoop
24 45 (10.69%) Node.js
24 45 (10.69%) Computer Vision

Artificial Intelligence
Co-occurring IT Skills in London 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 39 (9.26%) Apache Spark
2 15 (3.56%) SAS
3 13 (3.09%) Tornado
4 7 (1.66%) Elasticsearch
5 6 (1.43%) Apache
6 5 (1.19%) Apache Pig
6 5 (1.19%) Apache Solr
7 4 (0.95%) Skype for Business
8 2 (0.48%) Umbraco
8 2 (0.48%) WebSphere
9 1 (0.24%) Blackberry Enterprise Server
9 1 (0.24%) CMS
9 1 (0.24%) Exchange Server 2007
9 1 (0.24%) Exchange Server 2013
9 1 (0.24%) Facebook Platform
9 1 (0.24%) MS Exchange
9 1 (0.24%) nginx
9 1 (0.24%) Tomcat
Applications
1 7 (1.66%) Microsoft Office
2 5 (1.19%) Chatbot
3 3 (0.71%) Spreadsheet
4 2 (0.48%) Microsoft Excel
4 2 (0.48%) SPSS
Business Applications
1 2 (0.48%) FastStats
2 1 (0.24%) Magento
2 1 (0.24%) Shopify
Cloud Services
1 54 (12.83%) Amazon AWS
2 32 (7.60%) Microsoft Azure
3 20 (4.75%) Google Cloud Platform
4 19 (4.51%) SaaS
5 6 (1.43%) AWS Lambda
6 5 (1.19%) Amazon CloudWatch
6 5 (1.19%) CloudFront
6 5 (1.19%) GitHub
6 5 (1.19%) Route 53
6 5 (1.19%) Virtual Private Cloud
7 4 (0.95%) Cloud Computing
7 4 (0.95%) Office 365
8 2 (0.48%) Azure Machine Learning
8 2 (0.48%) Google Analytics
9 1 (0.24%) Amazon EC2
9 1 (0.24%) Amazon S3
9 1 (0.24%) AWS Elastic Beanstalk
9 1 (0.24%) Google Container Engine
9 1 (0.24%) IaaS
9 1 (0.24%) OpenShift
Communications & Networking
1 8 (1.90%) Internet
1 8 (1.90%) Network Security
1 8 (1.90%) Skype
2 5 (1.19%) HTTP
2 5 (1.19%) Wireless
3 3 (0.71%) DNS
4 2 (0.48%) DHCP
4 2 (0.48%) Firewall
4 2 (0.48%) VPN
5 1 (0.24%) BGP
5 1 (0.24%) Fibre Channel
5 1 (0.24%) MQTT
5 1 (0.24%) SAN
5 1 (0.24%) TCP/IP
5 1 (0.24%) Wi-Fi
Database & Business Intelligence
1 103 (24.47%) Big Data
2 46 (10.93%) Hadoop
3 44 (10.45%) NoSQL
4 27 (6.41%) MySQL
5 24 (5.70%) MongoDB
6 16 (3.80%) PostgreSQL
7 13 (3.09%) Relational Database
7 13 (3.09%) SQL Server
8 12 (2.85%) Data Mining
8 12 (2.85%) Neo4j
9 9 (2.14%) Blockchain
10 8 (1.90%) Apache Cassandra
11 7 (1.66%) RDBMS
12 6 (1.43%) Amazon DynamoDB
12 6 (1.43%) Apache Hive
12 6 (1.43%) Data Warehouse
12 6 (1.43%) Redis
12 6 (1.43%) Text Mining
13 5 (1.19%) Data Lake
13 5 (1.19%) Triplestore
Development Applications
1 34 (8.08%) Git (software)
2 9 (2.14%) Jenkins
3 7 (1.66%) Mocha
4 5 (1.19%) TestNG
5 4 (0.95%) Bitbucket
5 4 (0.95%) GitLab
5 4 (0.95%) JIRA
6 3 (0.71%) Dreamweaver
6 3 (0.71%) Maven
7 2 (0.48%) Jasmine
7 2 (0.48%) JUnit
7 2 (0.48%) Team Foundation Server
7 2 (0.48%) Vagrant
7 2 (0.48%) Visual Studio
7 2 (0.48%) Visual Studio Team System
7 2 (0.48%) webpack
8 1 (0.24%) Babel
8 1 (0.24%) Codeship
8 1 (0.24%) gulp
8 1 (0.24%) jspm
General
1 108 (25.65%) Finance
2 22 (5.23%) Banking
3 18 (4.28%) Marketing
4 15 (3.56%) Financial Institution
5 11 (2.61%) Publishing
6 9 (2.14%) Games
7 8 (1.90%) Advertising
8 7 (1.66%) Retail
8 7 (1.66%) Telecoms
9 6 (1.43%) Electronics
10 5 (1.19%) Law
11 3 (0.71%) Automotive
11 3 (0.71%) Pharmaceutical
12 2 (0.48%) Brand Awareness
12 2 (0.48%) Legal
12 2 (0.48%) Manufacturing
12 2 (0.48%) Military
13 1 (0.24%) Billing
13 1 (0.24%) Investment Banking
13 1 (0.24%) Local Government
Job Titles
1 175 (41.57%) Developer
2 64 (15.20%) Data Scientist
3 40 (9.50%) Python Developer
4 37 (8.79%) JavaScript Developer
5 34 (8.08%) Java Developer
6 29 (6.89%) Senior Developer
7 28 (6.65%) Full Stack Developer
8 27 (6.41%) Artificial Intelligence Developer
9 25 (5.94%) Ruby Developer
10 24 (5.70%) Machine Learning Developer
11 23 (5.46%) Senior Data Scientist
11 23 (5.46%) Software Engineer
12 20 (4.75%) Architect
13 17 (4.04%) Machine Learning Scientist
14 16 (3.80%) Machine Learning Engineer
14 16 (3.80%) Software Developer
15 14 (3.33%) Java Engineer
16 12 (2.85%) Consultant
17 10 (2.38%) .NET Developer
17 10 (2.38%) Project Manager
Libraries, Frameworks & Software Standards
1 90 (21.38%) Natural Language Processing
2 60 (14.25%) AngularJS
3 45 (10.69%) Node.js
4 42 (9.98%) HTML
5 38 (9.03%) CSS
6 33 (7.84%) React
7 28 (6.65%) REST
8 26 (6.18%) RESTful
9 20 (4.75%) Flask
9 20 (4.75%) Spring
9 20 (4.75%) Web Services
10 18 (4.28%) Django
11 16 (3.80%) JSON
12 14 (3.33%) .NET
12 14 (3.33%) CSS3
12 14 (3.33%) TensorFlow
13 12 (2.85%) Angular 2
14 11 (2.61%) D3.js
15 10 (2.38%) ASP.NET
15 10 (2.38%) Sass
Miscellaneous
1 111 (26.37%) Algorithms
2 82 (19.48%) Computer Science
3 58 (13.78%) Analytical Skills
4 55 (13.06%) Greenfield Project
5 42 (9.98%) Robotics
6 32 (7.60%) Fintech
7 25 (5.94%) Smart Home
8 15 (3.56%) Management Information System
9 12 (2.85%) Cyber Defence
10 11 (2.61%) User Experience
11 10 (2.38%) HoloLens
11 10 (2.38%) HTC Vive
11 10 (2.38%) Oculus Rift
12 9 (2.14%) Hedge funds
13 7 (1.66%) Internet of Things
13 7 (1.66%) Social Media
14 6 (1.43%) Data Structures
14 6 (1.43%) Mobile App
15 5 (1.19%) Fixed Income
15 5 (1.19%) NHS
Operating Systems
1 26 (6.18%) Linux
2 11 (2.61%) Windows
3 8 (1.90%) Android
4 6 (1.43%) Windows Server
4 6 (1.43%) Windows Server 2008
5 5 (1.19%) Unix
5 5 (1.19%) Windows Server 2012
6 4 (0.95%) Mac OS X
7 3 (0.71%) CentOS
8 2 (0.48%) Ubuntu
8 2 (0.48%) Windows 10
9 1 (0.24%) Red Hat Enterprise Linux
9 1 (0.24%) Windows 7
Processes & Methodologies
1 288 (68.41%) Machine Learning
2 134 (31.83%) Agile Software Development
3 112 (26.60%) Analytics
4 78 (18.53%) Software Engineering
5 62 (14.73%) TDD
6 61 (14.49%) Microservices
7 60 (14.25%) Deep Learning
8 59 (14.01%) Mathematics
9 54 (12.83%) Data Analytics
10 45 (10.69%) Computer Vision
11 38 (9.03%) Visualisation
12 36 (8.55%) DevOps
13 33 (7.84%) Data Analysis
14 30 (7.13%) Business Intelligence
15 29 (6.89%) Scrum
16 28 (6.65%) Continuous Integration
17 27 (6.41%) Neural Network
17 27 (6.41%) OO
17 27 (6.41%) Statistics
18 25 (5.94%) Reinforcement Learning
Programming Languages
1 200 (47.51%) Python
2 171 (40.62%) Java
3 89 (21.14%) JavaScript
4 66 (15.68%) R
5 58 (13.78%) SQL
6 55 (13.06%) C++
7 48 (11.40%) Scala
8 43 (10.21%) Ruby
9 25 (5.94%) Elixir
10 23 (5.46%) C#
11 15 (3.56%) PHP
12 12 (2.85%) Bash Shell
13 9 (2.14%) C
13 9 (2.14%) MATLAB
14 7 (1.66%) Haskell
15 5 (1.19%) ES6
15 5 (1.19%) Kotlin
16 4 (0.95%) Go
17 3 (0.71%) Lua
17 3 (0.71%) PHP 5
Qualifications
1 90 (21.38%) Degree
2 86 (20.43%) PhD
3 16 (3.80%) Master's Degree
4 9 (2.14%) Computer Science Degree
5 8 (1.90%) CISSP
6 7 (1.66%) ISSAP
7 4 (0.95%) A+ Certification
7 4 (0.95%) MCP
7 4 (0.95%) PMI Certification
8 3 (0.71%) DV Cleared
8 3 (0.71%) Numerate Degree
8 3 (0.71%) PMP
8 3 (0.71%) SC Cleared
8 3 (0.71%) Security Cleared
9 2 (0.48%) Microsoft Certification
10 1 (0.24%) CCIE
10 1 (0.24%) CCNA
10 1 (0.24%) CEH
10 1 (0.24%) Cisco Certification
10 1 (0.24%) JNCIE
Quality Assurance & Compliance
1 11 (2.61%) QA
2 10 (2.38%) GCP
3 2 (0.48%) ISO/IEC 27001
3 2 (0.48%) PMO
4 1 (0.24%) Cyber Essentials
4 1 (0.24%) Data Quality
4 1 (0.24%) GPG13
4 1 (0.24%) SLA
System Software
1 26 (6.18%) Docker
2 4 (0.95%) Active Directory
3 2 (0.48%) VMware Infrastructure
4 1 (0.24%) Apache ZooKeeper
4 1 (0.24%) HDFS
4 1 (0.24%) Hyper-V
4 1 (0.24%) KVM
4 1 (0.24%) Snort
4 1 (0.24%) Virtual Servers
4 1 (0.24%) vSphere
4 1 (0.24%) XenApp
Systems Management
1 8 (1.90%) Kubernetes
2 6 (1.43%) Ansible
3 5 (1.19%) SCCM
3 5 (1.19%) Terraform
4 4 (0.95%) WSUS
5 3 (0.71%) Mesos
5 3 (0.71%) Opscode Chef
5 3 (0.71%) Puppet
5 3 (0.71%) Systems Management Server (SMS)
6 2 (0.48%) Packer
7 1 (0.24%) CSIRT
7 1 (0.24%) Failover Clustering
7 1 (0.24%) Fluentd
7 1 (0.24%) Kibana
7 1 (0.24%) logstash
7 1 (0.24%) Microsoft Clustering
7 1 (0.24%) QRadar
7 1 (0.24%) SCOM
Vendors
1 32 (7.60%) Google
2 24 (5.70%) Microsoft
3 12 (2.85%) RapidMiner
4 8 (1.90%) Apple
4 8 (1.90%) IBM
4 8 (1.90%) Tableau
5 6 (1.43%) Facebook
5 6 (1.43%) Oracle
6 4 (0.95%) Kaspersky
7 3 (0.71%) Red Hat
7 3 (0.71%) Zend
8 2 (0.48%) Alteryx
8 2 (0.48%) Citrix
8 2 (0.48%) Hortonworks
8 2 (0.48%) Sitecore
8 2 (0.48%) VMware
9 1 (0.24%) ArcSight
9 1 (0.24%) Cloudera
9 1 (0.24%) hybris
9 1 (0.24%) Splunk
East London
Arnold Ash Ltd
Salary: Unspecified on application - 20% equity
Posted: 14 hours ago
Central London / West End
Client Server
Salary: £80k to £95k + bonus + benefits
Posted: Yesterday
London
Client Server
Salary: £80,000 to £95,000 + bonus + benefits
Posted: Yesterday
London
Oliver Bernard
Salary: £70000 - £900000 per annum + bonus and shares
Posted: 2 days ago
East London
Source Coders
Salary: From £50,000 to £85,000 per annum Equity + Bonus
Posted: Yesterday
City, London
Morgan Mckinley
Salary: £0.00 per annum
Posted: 2 days ago
West London
ClearCube Consulting
Salary: From £40,000 to £70,000 per annum
Posted: 2 days ago
London
Agile Recruitment
Salary: £50000 - £70000 per annum + Share options
Posted: 3 days ago
Central London / West End
Evolution Recruitment Solutions
Salary: 40,000 - 55,000 plus benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £70k to £80k + bonus + benefits
Posted: 22 hours ago
London
Empiric
Salary: From £30,000 to £45,000 per annum + Benefits
Posted: 2 days ago
London
Empiric
Salary: From £45,000 to £60,000 per annum + Bonus + Benefits
Posted: 3 days ago
London
ClearCube Consulting
Salary: Up to £85,000 per annum
Posted: 5 days ago
City, London
TEKsystems
Salary: £60000 - £100000 per annum + benefits
Posted: 3 days ago
London
ISL
Salary: £40000 - £50000 per annum + benefits
Posted: 2 days ago
London
Burns Sheehan
Salary: £30000.00 - £80000 per annum + bonus + benefits
Posted: 2 days ago
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: 2 days ago
City, London
Cheapside DT
Salary: £55000.00 - £60000.00 per annum
Posted: Yesterday
South West London
Give-A-Grad-A-Go Ltd
Salary: 27,500
Posted: 3 days ago
North West London
Understanding Recruitment
Salary: £50000 - £55000 per annum + shares
Posted: 5 days ago
Central London / West End
Client Server
Salary: £50k to £55k + benefits
Posted: 3 days ago
West London
ClearCube Consulting
Salary: From £50,000 to £80,000 per annum
Posted: 5 days ago
London
Client Server
Salary: £50,000 to £55,000 + benefits
Posted: 4 days ago
City, London
IPsoft
Salary: Excellent salary with strong benefits package
Posted: 3 days ago
London
Computer Futures
Salary: £60000 - £80000 per annum + competitive
Posted: 24 days ago
London
Client Server
Salary: £50,000 to £65,000 + stock options
Posted: 11 days ago
South East London
Lloyds Banking Group
Salary: £47000 - £65700 per annum + Package
Posted: 14 hours ago
London
Client Server
Salary: £50,000 to £65,000 + stock options
Posted: 18 days ago
London
Recruitment Genius Ltd
Posted: 15 days ago
City of London
Talent Point
Salary: £45000.00 - £50000.00 per annum
Posted: 23 days ago