Period
to 17 January 2018

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 17 January 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > London
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 322 467 766
Rank change year-on-year +145 +299 +38
Permanent jobs citing Artificial Intelligence 664 387 131
As % of all permanent IT jobs advertised in London 0.95% 0.54% 0.16%
As % of the Processes & Methodologies category 1.03% 0.60% 0.17%
Number of salaries quoted 541 362 120
London median annual salary £65,000 £62,500 £52,500
Median salary % change year-on-year +4.00% +19.05% -19.23%
10th Percentile £38,750 £36,250 £41,250
90th Percentile £118,750 £92,500 £87,500
England median annual salary £60,000 £60,000 £52,500
% change year-on-year - +14.29% +5.00%

Artificial Intelligence is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 64,280 64,377 75,294
As % of all permanent IT jobs advertised in London 91.58% 90.52% 89.77%
Number of salaries quoted 51,279 54,857 63,801
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £36,000 £33,750 £33,750
90th Percentile £91,250 £90,000 £87,500
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 17 January 2018.

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 17 January 2018. 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
Central London -35 98 £65,000 +8.33% 21
South London -3 11 £47,500 +26.67% 1
West London +10 9 £70,000 +154.55% 12
East London -12 5 £67,500 -3.57%
North London - 3 £52,500 - 1
Artificial Intelligence
England

For the 6 months to 17 January 2018, 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.

1 462 (69.58%) Machine Learning
2 318 (47.89%) Python
3 214 (32.23%) Agile Software Development
4 208 (31.33%) Natural Language Processing
5 187 (28.16%) Finance
6 177 (26.66%) Java
7 173 (26.05%) Analytics
8 163 (24.55%) Big Data
9 154 (23.19%) Apache Spark
10 152 (22.89%) Deep Learning
11 147 (22.14%) JavaScript
12 126 (18.98%) Algorithms
13 124 (18.67%) Degree
14 123 (18.52%) Legal
15 116 (17.47%) Computer Science
16 111 (16.72%) Analytical Skills
17 102 (15.36%) Ruby
18 101 (15.21%) SQL
19 100 (15.06%) Mathematics
20 98 (14.76%) PhD
21 97 (14.61%) Microsoft
21 97 (14.61%) Hadoop
22 93 (14.01%) R
23 92 (13.86%) DevOps
24 91 (13.70%) Docker
24 91 (13.70%) Cybersecurity
25 86 (12.95%) C++
26 84 (12.65%) Information Security
26 84 (12.65%) Software Engineering
27 82 (12.35%) Data Protection

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
1 154 (23.19%) Apache Spark
2 25 (3.77%) Apache
3 17 (2.56%) Elasticsearch
4 15 (2.26%) MS Exchange
4 15 (2.26%) SAS
5 13 (1.96%) SharePoint
6 11 (1.66%) Apache Pig
6 11 (1.66%) GeoServer
7 9 (1.36%) Apache Solr
8 5 (0.75%) SharePoint 2013
8 5 (0.75%) Skype for Business
9 3 (0.45%) Ethereum
9 3 (0.45%) Hyperledger
9 3 (0.45%) Predix
10 2 (0.30%) Marvel
10 2 (0.30%) Mongoose
10 2 (0.30%) Tomcat
11 1 (0.15%) GlassFish
11 1 (0.15%) JBoss
11 1 (0.15%) Umbraco
Applications
1 20 (3.01%) Microsoft Office
2 7 (1.05%) Microsoft Excel
2 7 (1.05%) Microsoft PowerPoint
3 6 (0.90%) Photoshop
4 5 (0.75%) Adobe Illustrator
5 4 (0.60%) Chatbot
5 4 (0.60%) SPSS
6 3 (0.45%) GNU Octave
6 3 (0.45%) InVision
7 2 (0.30%) OmniGraffle
7 2 (0.30%) Stata
8 1 (0.15%) Microsoft Project
8 1 (0.15%) MS Visio
8 1 (0.15%) Spreadsheet
Business Applications
1 4 (0.60%) Remedy ITSM
2 3 (0.45%) Distributed Ledger
3 2 (0.30%) HFM
3 2 (0.30%) Oracle Procure-to-Pay
3 2 (0.30%) Relativity
3 2 (0.30%) Ringtail
3 2 (0.30%) SAP BPC
3 2 (0.30%) SAP S/4HANA
3 2 (0.30%) Veritas eDiscovery
4 1 (0.15%) Capstone
4 1 (0.15%) Cognos Business Intelligence
4 1 (0.15%) Dynamics CRM
4 1 (0.15%) Dynamics NAV
4 1 (0.15%) Magento
4 1 (0.15%) Oracle ERP
4 1 (0.15%) Payment Gateway
Cloud Services
1 79 (11.90%) Amazon AWS
2 39 (5.87%) Microsoft Azure
3 17 (2.56%) Google Cloud Platform
4 15 (2.26%) SaaS
5 13 (1.96%) PaaS
6 8 (1.20%) GitHub
7 7 (1.05%) Azure Machine Learning
7 7 (1.05%) IaaS
8 6 (0.90%) Cloud Computing
8 6 (0.90%) Cortana Intelligence Suite
9 5 (0.75%) Amazon EC2
9 5 (0.75%) Amazon S3
10 3 (0.45%) Amazon ELB
10 3 (0.45%) AWS CloudFormation
10 3 (0.45%) Heroku
10 3 (0.45%) IBM Blueworks
10 3 (0.45%) OpenShift
11 2 (0.30%) Amazon CloudWatch
11 2 (0.30%) Google Play
11 2 (0.30%) Serverless
Communications & Networking
1 15 (2.26%) Network Security
2 13 (1.96%) Internet
3 10 (1.51%) SMTP
4 7 (1.05%) VPN
5 5 (0.75%) Intranet
5 5 (0.75%) Skype
6 2 (0.30%) HTTP
6 2 (0.30%) Wireless
Database & Business Intelligence
1 163 (24.55%) Big Data
2 97 (14.61%) Hadoop
3 72 (10.84%) MongoDB
4 65 (9.79%) PostgreSQL
5 39 (5.87%) NoSQL
6 36 (5.42%) Apache Cassandra
7 30 (4.52%) Apache Hive
8 21 (3.16%) MySQL
9 18 (2.71%) Data Mining
10 16 (2.41%) Data Warehouse
11 15 (2.26%) Neo4j
11 15 (2.26%) Text Mining
12 12 (1.81%) Mahout
12 12 (1.81%) QlikView
13 11 (1.66%) HBase
13 11 (1.66%) Relational Database
14 10 (1.51%) Blockchain
15 8 (1.20%) Amazon DynamoDB
15 8 (1.20%) ObjectStore
16 7 (1.05%) Power BI
Development Applications
1 18 (2.71%) Git (software)
2 6 (0.90%) Jenkins
3 5 (0.75%) Selenium
4 4 (0.60%) JIRA
5 3 (0.45%) Dreamweaver
5 3 (0.45%) GoCD
5 3 (0.45%) Selenium IDE
5 3 (0.45%) TeamCity
6 2 (0.30%) Atlassian Bamboo
6 2 (0.30%) Balsamiq Mockups
6 2 (0.30%) Bitbucket
6 2 (0.30%) Maven
6 2 (0.30%) Travis CI
7 1 (0.15%) Cucumber
7 1 (0.15%) Gradle
7 1 (0.15%) JUnit
7 1 (0.15%) Mockito
7 1 (0.15%) Robolectric
7 1 (0.15%) Vagrant
7 1 (0.15%) Visual Studio Team System
General
1 187 (28.16%) Finance
2 123 (18.52%) Legal
3 67 (10.09%) Banking
4 41 (6.17%) Retail
5 29 (4.37%) Marketing
6 20 (3.01%) Law
7 19 (2.86%) Investment Banking
8 15 (2.26%) Financial Institution
9 14 (2.11%) Retail Banking
10 11 (1.66%) Front Office
10 11 (1.66%) Games
11 9 (1.36%) Manufacturing
12 8 (1.20%) Automotive
13 7 (1.05%) Publishing
14 6 (0.90%) Electronics
15 5 (0.75%) Telecoms
16 3 (0.45%) Back Office
16 3 (0.45%) Billing
17 2 (0.30%) Local Government
17 2 (0.30%) Pharmaceutical
Job Titles
1 128 (19.28%) Developer
2 72 (10.84%) Data Scientist
3 58 (8.73%) Consultant
4 51 (7.68%) Architect
5 43 (6.48%) Machine Learning Engineer
6 37 (5.57%) DevOps Engineer
7 27 (4.07%) Artificial Intelligence Developer
8 26 (3.92%) Java Developer
8 26 (3.92%) Machine Learning Scientist
9 25 (3.77%) Full Stack Developer
9 25 (3.77%) Junior
10 23 (3.46%) Automation Consultant
11 21 (3.16%) Artificial Intelligence Consultant
11 21 (3.16%) Data Engineer
12 20 (3.01%) Designer
12 20 (3.01%) Software Developer
12 20 (3.01%) Solutions Architect
13 19 (2.86%) Software Engineer
14 17 (2.56%) Python Developer
14 17 (2.56%) UX Designer
Libraries, Frameworks & Software Standards
1 208 (31.33%) Natural Language Processing
2 54 (8.13%) Node.js
3 48 (7.23%) .NET
4 46 (6.93%) HTML
5 42 (6.33%) AngularJS
5 42 (6.33%) React
5 42 (6.33%) TensorFlow
6 33 (4.97%) CSS
7 28 (4.22%) REST
8 27 (4.07%) RabbitMQ
9 25 (3.77%) Spring
10 24 (3.61%) Kafka
11 23 (3.46%) Django
12 21 (3.16%) Keras
12 21 (3.16%) NumPy
13 20 (3.01%) scikit-learn
13 20 (3.01%) XML
14 19 (2.86%) Ruby on Rails
15 15 (2.26%) Web Services
16 14 (2.11%) Pandas
Miscellaneous
1 126 (18.98%) Algorithms
2 116 (17.47%) Computer Science
3 111 (16.72%) Analytical Skills
4 80 (12.05%) Cyberthreat
5 56 (8.43%) Greenfield Project
6 53 (7.98%) Robotics
7 38 (5.72%) Fintech
8 36 (5.42%) User Experience
9 22 (3.31%) Mobile App
10 20 (3.01%) Enterprise Software
10 20 (3.01%) Tandem
11 16 (2.41%) Clustering
11 16 (2.41%) Management Information System
12 14 (2.11%) Client/Server
12 14 (2.11%) Data Structures
13 10 (1.51%) Internet of Things
14 6 (0.90%) 3D Printing
14 6 (0.90%) IVR
14 6 (0.90%) Minimum Viable Product
14 6 (0.90%) Mobile Computing
Operating Systems
1 66 (9.94%) Linux
2 21 (3.16%) Android
3 15 (2.26%) Apple iOS
4 12 (1.81%) Windows
5 11 (1.66%) Unix
6 5 (0.75%) Windows 10
6 5 (0.75%) Windows 7
7 2 (0.30%) Solaris
8 1 (0.15%) Ubuntu
8 1 (0.15%) Windows Server
8 1 (0.15%) Windows Server 2008
8 1 (0.15%) Windows Server 2012
Processes & Methodologies
1 462 (69.58%) Machine Learning
2 214 (32.23%) Agile Software Development
3 173 (26.05%) Analytics
4 152 (22.89%) Deep Learning
5 100 (15.06%) Mathematics
6 92 (13.86%) DevOps
7 91 (13.70%) Cybersecurity
8 84 (12.65%) Information Security
8 84 (12.65%) Software Engineering
9 82 (12.35%) Data Protection
10 62 (9.34%) Microservices
11 60 (9.04%) Neural Network
12 59 (8.89%) Robotic Process Automation
13 56 (8.43%) Continuous Delivery
14 55 (8.28%) Computer Vision
14 55 (8.28%) Statistics
15 54 (8.13%) Physics
16 50 (7.53%) Stakeholder Management
17 49 (7.38%) Data Analytics
17 49 (7.38%) TDD
Programming Languages
1 318 (47.89%) Python
2 177 (26.66%) Java
3 147 (22.14%) JavaScript
4 102 (15.36%) Ruby
5 101 (15.21%) SQL
6 93 (14.01%) R
7 86 (12.95%) C++
8 71 (10.69%) C#
9 58 (8.73%) Scala
10 37 (5.57%) Go
11 36 (5.42%) C
12 30 (4.52%) MATLAB
13 24 (3.61%) Shell Script
14 14 (2.11%) PHP
15 13 (1.96%) PowerShell
16 12 (1.81%) Perl
17 11 (1.66%) VB.NET
18 10 (1.51%) Bash Shell
18 10 (1.51%) Elixir
19 7 (1.05%) Julia
Qualifications
1 124 (18.67%) Degree
2 98 (14.76%) PhD
3 27 (4.07%) Computer Science Degree
4 13 (1.96%) Security Cleared
5 11 (1.66%) DV Cleared
6 7 (1.05%) Master's Degree
6 7 (1.05%) PMP
7 6 (0.90%) Numerate Degree
7 6 (0.90%) Six Sigma Black Belt
8 3 (0.45%) CEH
8 3 (0.45%) CISSP
8 3 (0.45%) GCIH
8 3 (0.45%) MAPM
8 3 (0.45%) Microsoft Certification
8 3 (0.45%) OSCP
9 2 (0.30%) ACCA
9 2 (0.30%) CIMA
9 2 (0.30%) Postgraduate
9 2 (0.30%) SC Cleared
9 2 (0.30%) Six Sigma Master Black Belt
Quality Assurance & Compliance
1 42 (6.33%) QA
2 7 (1.05%) Data Quality
3 3 (0.45%) GDPR
3 3 (0.45%) GPG13
3 3 (0.45%) IFRS
3 3 (0.45%) ISO/IEC 27001
3 3 (0.45%) Solvency II
4 1 (0.15%) Dodd-Frank
4 1 (0.15%) EMIR
4 1 (0.15%) FATCA
4 1 (0.15%) GCP
4 1 (0.15%) IFRS 9
4 1 (0.15%) MiFID
4 1 (0.15%) PMO
System Software
1 91 (13.70%) Docker
2 10 (1.51%) HDFS
3 3 (0.45%) Snort
3 3 (0.45%) VMware Infrastructure
4 2 (0.30%) Apache Flume
5 1 (0.15%) Hyper-V
5 1 (0.15%) XenApp
Systems Management
1 57 (8.58%) Kubernetes
2 25 (3.77%) Terraform
3 23 (3.46%) Ansible
4 18 (2.71%) Puppet
5 5 (0.75%) Packer
6 4 (0.60%) Graylog
6 4 (0.60%) Hadoop YARN
7 3 (0.45%) Fluentd
7 3 (0.45%) QRadar
7 3 (0.45%) Suricata
7 3 (0.45%) Systems Management Server (SMS)
8 2 (0.30%) EnCase
8 2 (0.30%) FTK
8 2 (0.30%) Netcool
8 2 (0.30%) Rancher
8 2 (0.30%) Tivoli
9 1 (0.15%) Grafana
9 1 (0.15%) Kibana
9 1 (0.15%) linkerd
9 1 (0.15%) Prometheus
Vendors
1 97 (14.61%) Microsoft
2 35 (5.27%) Google
3 31 (4.67%) IBM
4 28 (4.22%) Tableau
5 21 (3.16%) VMware
6 19 (2.86%) Oracle
7 12 (1.81%) Adobe
8 11 (1.66%) SAP
9 10 (1.51%) Blue Prism
10 6 (0.90%) Hortonworks
11 5 (0.75%) Facebook
12 4 (0.60%) BMC
12 4 (0.60%) RapidMiner
12 4 (0.60%) Remedy
13 3 (0.45%) Apple
13 3 (0.45%) ArcSight
13 3 (0.45%) Sophos
13 3 (0.45%) Sourcefire
13 3 (0.45%) Splunk
13 3 (0.45%) webMethods