Period
to 18 January 2020

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 18 January 2020 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > London
6 months to
18 Jan 2020
Same period 2019 Same period 2018
Rank 84 107 196
Rank change year-on-year +23 +89 +204
Permanent jobs citing Artificial Intelligence 1,956 1,952 1,292
As % of all permanent IT jobs advertised in London 3.84% 3.10% 1.84%
As % of the Processes & Methodologies category 4.12% 3.35% 1.96%
Number of salaries quoted 1,712 1,657 1,118
London median annual salary £80,000 £72,500 £65,000
Median salary % change year-on-year +10.34% +11.54% +4.00%
10th Percentile £46,368 £47,500 £40,000
90th Percentile £135,000 £110,000 £115,000
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% +4.35%

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 47,514 58,289 65,876
As % of all permanent IT jobs advertised in London 93.31% 92.60% 93.70%
Number of salaries quoted 38,102 47,065 52,751
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +3.45%
10th Percentile £36,475 £35,000 £35,000
90th Percentile £100,000 £95,000 £91,250
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 18 January 2020.

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 18 January 2020. 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 +14 356 £72,500 - 92
West London +40 56 £62,000 +7.83% 22
South London +24 31 £62,500 +78.57% 5
East London +8 12 £49,971 -36.54% 11
North London - 5 £55,000 - 5
Artificial Intelligence
England

For the 6 months to 18 January 2020, IT jobs citing Artificial Intelligence also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Artificial Intelligence.

1 988 (50.51%) Machine Learning
2 923 (47.19%) Agile Software Development
3 821 (41.97%) AWS
4 801 (40.95%) Python
5 635 (32.46%) Java
6 632 (32.31%) Finance
7 587 (30.01%) Software Engineering
8 574 (29.35%) Analytics
9 548 (28.02%) Azure
10 493 (25.20%) JavaScript
11 436 (22.29%) Data Science
12 406 (20.76%) Big Data
13 363 (18.56%) C#
14 358 (18.30%) SQL
15 356 (18.20%) Web Services
16 354 (18.10%) GCP
17 326 (16.67%) Mentoring
18 322 (16.46%) Banking
19 319 (16.31%) Docker
20 310 (15.85%) DevOps
21 304 (15.54%) Microservices
22 300 (15.34%) Asset Management
23 296 (15.13%) Front Office
24 289 (14.78%) Degree
25 253 (12.93%) Google
26 237 (12.12%) C++
27 236 (12.07%) J2EE
27 236 (12.07%) React
28 235 (12.01%) Data Analytics
29 233 (11.91%) Kubernetes

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
1 190 (9.71%) Apache Spark
2 32 (1.64%) WebSphere
3 25 (1.28%) Cloud Foundry
4 21 (1.07%) Apache
4 21 (1.07%) Confluence
5 19 (0.97%) Elasticsearch
6 17 (0.87%) IIS
7 15 (0.77%) Apache Airflow
8 14 (0.72%) SAS
9 11 (0.56%) CMS
9 11 (0.56%) Tornado
10 10 (0.51%) Apache Pig
11 7 (0.36%) Umbraco
11 7 (0.36%) WordPress
12 5 (0.26%) Jupyter
12 5 (0.26%) SharePoint
12 5 (0.26%) WildFly
13 4 (0.20%) Ethereum
13 4 (0.20%) Hyperledger
13 4 (0.20%) OpenStack
Applications
1 32 (1.64%) Chatbot
2 17 (0.87%) Microsoft Excel
3 10 (0.51%) Sketch
4 9 (0.46%) Microsoft Office
5 7 (0.36%) InVision
6 6 (0.31%) Microsoft Project
7 4 (0.20%) Adobe Illustrator
8 3 (0.15%) Adobe Creative Suite
8 3 (0.15%) SPSS
9 2 (0.10%) Adobe After Effects
9 2 (0.10%) Zeplin
10 1 (0.051%) Adobe XD
10 1 (0.051%) GNU Octave
10 1 (0.051%) Microsoft PowerPoint
10 1 (0.051%) MS Visio
10 1 (0.051%) Photoshop
10 1 (0.051%) Spreadsheet
Business Applications
1 99 (5.06%) FINCAD Analytics
2 6 (0.31%) Distributed Ledger
3 5 (0.26%) FastStats
4 4 (0.20%) Quorum
4 4 (0.20%) R3 Corda
5 3 (0.15%) Dynamics CRM
5 3 (0.15%) NetSuite
6 2 (0.10%) SimCorp Dimension
6 2 (0.10%) Temenos T24
7 1 (0.051%) Payment Gateway
7 1 (0.051%) SAP BPC
7 1 (0.051%) SAP S/4HANA
Cloud Services
1 821 (41.97%) AWS
2 548 (28.02%) Azure
3 354 (18.10%) GCP
4 84 (4.29%) Serverless
5 72 (3.68%) SaaS
6 64 (3.27%) PaaS
7 62 (3.17%) Cloud Computing
8 47 (2.40%) Azure Machine Learning
9 45 (2.30%) Amazon ECS
9 45 (2.30%) Office 365
10 42 (2.15%) Amazon SQS
11 41 (2.10%) G Suite
12 38 (1.94%) AWS Lambda
13 35 (1.79%) Amazon SageMaker
14 32 (1.64%) IBM Cloud
15 28 (1.43%) IaaS
16 27 (1.38%) Amazon EMR
17 25 (1.28%) Amazon S3
17 25 (1.28%) OpenShift
18 23 (1.18%) Power Platform
Communications & Networking
1 70 (3.58%) Internet
2 47 (2.40%) Firewall
3 39 (1.99%) WAN
4 37 (1.89%) MPLS
5 30 (1.53%) Unified Communications
6 18 (0.92%) Software-Defined Networking
7 13 (0.66%) DNS
8 11 (0.56%) Network Security
8 11 (0.56%) TCP/IP
9 10 (0.51%) Wireshark
10 8 (0.41%) Skype
11 6 (0.31%) NAS
11 6 (0.31%) SAN
11 6 (0.31%) VLAN
11 6 (0.31%) Wi-Fi
12 5 (0.26%) HTTP
12 5 (0.26%) Wireless
13 4 (0.20%) IPFS
13 4 (0.20%) NFC
14 3 (0.15%) 5G
Database & Business Intelligence
1 406 (20.76%) Big Data
2 193 (9.87%) NoSQL
3 182 (9.30%) Hadoop
4 144 (7.36%) PostgreSQL
5 121 (6.19%) Amazon Athena
6 117 (5.98%) Amazon DynamoDB
7 102 (5.21%) MongoDB
8 85 (4.35%) SQL Server
9 84 (4.29%) Blockchain
10 76 (3.89%) MySQL
10 76 (3.89%) Redis
11 72 (3.68%) Relational Database
12 61 (3.12%) Amazon Redshift
13 57 (2.91%) Cosmos DB
14 55 (2.81%) Data Warehouse
15 49 (2.51%) Neo4j
16 45 (2.30%) Apache Hive
17 42 (2.15%) Microsoft Analysis Services
17 42 (2.15%) SQL Server Analysis Services
18 35 (1.79%) Data Mining
Development Applications
1 119 (6.08%) Git (software)
2 90 (4.60%) Jenkins
3 47 (2.40%) Selenium
4 40 (2.04%) Atlassian Bamboo
5 39 (1.99%) Octopus Deploy
6 38 (1.94%) JIRA
7 36 (1.84%) TeamCity
8 34 (1.74%) Vagrant
9 26 (1.33%) MSBuild
10 23 (1.18%) WebDriver
11 21 (1.07%) Cypress.io
12 19 (0.97%) CircleCI
12 19 (0.97%) Cucumber
13 16 (0.82%) Appium
14 15 (0.77%) Bitbucket
14 15 (0.77%) Team Foundation Server
15 14 (0.72%) PhantomJS
15 14 (0.72%) Postman
16 12 (0.61%) Artifactory
17 10 (0.51%) webpack
General
1 632 (32.31%) Finance
2 322 (16.46%) Banking
3 296 (15.13%) Front Office
4 129 (6.60%) Marketing
5 84 (4.29%) Retail
6 51 (2.61%) Back Office
7 48 (2.45%) Public Sector
8 36 (1.84%) Games
9 32 (1.64%) Advertising
9 32 (1.64%) Investment Banking
10 29 (1.48%) Billing
10 29 (1.48%) Law
10 29 (1.48%) Legal
10 29 (1.48%) Manufacturing
11 28 (1.43%) Telecoms
12 19 (0.97%) International Banking
13 18 (0.92%) Automotive
14 16 (0.82%) Publishing
15 13 (0.66%) Brand Awareness
16 12 (0.61%) Digital Economy
Job Titles
1 486 (24.85%) Developer
2 212 (10.84%) Architect
3 182 (9.30%) Software Engineer
4 146 (7.46%) Consultant
5 129 (6.60%) Java Developer
6 128 (6.54%) Data Scientist
7 94 (4.81%) Python Developer
8 79 (4.04%) Data Engineer
9 76 (3.89%) Python Engineer
10 73 (3.73%) Data Manager
11 72 (3.68%) Development Manager
12 70 (3.58%) Developer/Software Engineer
12 70 (3.58%) Java Engineer
13 67 (3.43%) DevOps Engineer
14 65 (3.32%) Senior Developer
15 64 (3.27%) React Developer
15 64 (3.27%) Solutions Architect
16 63 (3.22%) Data Architect
17 61 (3.12%) Java Software Engineer
18 60 (3.07%) Engineering Manager
Libraries, Frameworks & Software Standards
1 356 (18.20%) Web Services
2 236 (12.07%) J2EE
2 236 (12.07%) React
3 185 (9.46%) Node.js
4 163 (8.33%) AngularJS
5 162 (8.28%) .NET
6 146 (7.46%) HTML
7 137 (7.00%) CSS
8 132 (6.75%) TensorFlow
9 130 (6.65%) Natural Language Processing
10 114 (5.83%) ASP.NET
11 76 (3.89%) .NET Core
12 72 (3.68%) RESTful
13 69 (3.53%) Redux
14 65 (3.32%) HTML5
15 62 (3.17%) Kafka
16 61 (3.12%) scikit-learn
17 60 (3.07%) REST
18 51 (2.61%) PyTorch
19 48 (2.45%) Flask
Miscellaneous
1 220 (11.25%) Hedge funds
2 209 (10.69%) Fixed Income
3 205 (10.48%) Derivative
4 165 (8.44%) Analytical Skills
5 154 (7.87%) Greenfield Project
6 151 (7.72%) Equities
7 141 (7.21%) Algorithms
8 102 (5.21%) User Experience
9 99 (5.06%) Blog
10 69 (3.53%) Robotics
11 68 (3.48%) Equity Derivative
12 64 (3.27%) Cloud Native
13 58 (2.97%) Exotic Derivative
14 55 (2.81%) Foreign Exchange (FX)
15 51 (2.61%) Reference Data
16 49 (2.51%) Internet of Things
17 47 (2.40%) Public Cloud
18 40 (2.04%) Mobile App
19 34 (1.74%) AS400
19 34 (1.74%) Management Information System
Operating Systems
1 145 (7.41%) Linux
2 66 (3.37%) Unix
3 57 (2.91%) Windows
4 20 (1.02%) Android
5 16 (0.82%) Apple iOS
6 8 (0.41%) Embedded Linux
6 8 (0.41%) Ubuntu
7 6 (0.31%) Robot Operating System
8 5 (0.26%) CentOS
8 5 (0.26%) Debian
9 4 (0.20%) Windows Server
9 4 (0.20%) Windows Server 2012
10 2 (0.10%) Windows 2000
10 2 (0.10%) Windows XP
11 1 (0.051%) Mac OS
11 1 (0.051%) RancherOS
11 1 (0.051%) Red Hat Enterprise Linux
11 1 (0.051%) Windows 10
11 1 (0.051%) Windows 7
Processes & Methodologies
1 988 (50.51%) Machine Learning
2 923 (47.19%) Agile Software Development
3 587 (30.01%) Software Engineering
4 574 (29.35%) Analytics
5 436 (22.29%) Data Science
6 326 (16.67%) Mentoring
7 310 (15.85%) DevOps
8 304 (15.54%) Microservices
9 300 (15.34%) Asset Management
10 235 (12.01%) Data Analytics
11 226 (11.55%) Computer Science
12 209 (10.69%) Open Source
13 192 (9.82%) Deep Learning
13 192 (9.82%) Investment Management
14 165 (8.44%) Migration
15 163 (8.33%) Problem-Solving
15 163 (8.33%) Scrum
16 158 (8.08%) Performance Attribution
17 157 (8.03%) Decision-Making
18 149 (7.62%) TDD
Programming Languages
1 801 (40.95%) Python
2 635 (32.46%) Java
3 493 (25.20%) JavaScript
4 363 (18.56%) C#
5 358 (18.30%) SQL
6 237 (12.12%) C++
7 159 (8.13%) Kotlin
8 152 (7.77%) R
9 128 (6.54%) Scala
10 96 (4.91%) C
11 83 (4.24%) Go
12 80 (4.09%) TypeScript
13 69 (3.53%) PHP
14 55 (2.81%) Ruby
15 52 (2.66%) F#
16 41 (2.10%) Bash Shell
17 37 (1.89%) ES6
17 37 (1.89%) PowerShell
18 34 (1.74%) RPG
19 28 (1.43%) Perl
Qualifications
1 289 (14.78%) Degree
2 94 (4.81%) PhD
3 91 (4.65%) Computer Science Degree
4 33 (1.69%) Security Cleared
5 27 (1.38%) Master's Degree
6 20 (1.02%) DV Cleared
7 18 (0.92%) MBA
8 14 (0.72%) AWS Certification
8 14 (0.72%) Numerate Degree
9 10 (0.51%) SC Cleared
10 6 (0.31%) CISM
10 6 (0.31%) CISSP
11 5 (0.26%) PMI Certification
12 4 (0.20%) CESG Certified Professional
12 4 (0.20%) IISP
12 4 (0.20%) TOGAF Certification
13 2 (0.10%) CISMP
13 2 (0.10%) ISTQB
13 2 (0.10%) Postgraduate
14 1 (0.051%) MCSE
Quality Assurance & Compliance
1 99 (5.06%) QA
2 89 (4.55%) Data Quality
3 10 (0.51%) GDPR
4 6 (0.31%) Sarbanes-Oxley
4 6 (0.31%) SLA
5 5 (0.26%) PCI DSS
5 5 (0.26%) PMO
6 3 (0.15%) ISO/IEC 27001
7 2 (0.10%) COBIT
7 2 (0.10%) NIST
7 2 (0.10%) WCAG
8 1 (0.051%) GxP
System Software
1 319 (16.31%) Docker
2 34 (1.74%) VirtualBox
3 7 (0.36%) Apache ZooKeeper
4 6 (0.31%) Active Directory
5 5 (0.26%) Firmware
6 4 (0.20%) Apache Flume
7 1 (0.051%) Hyper-V
7 1 (0.051%) KVM
7 1 (0.051%) VMware Infrastructure
7 1 (0.051%) vSphere
Systems Management
1 233 (11.91%) Kubernetes
2 161 (8.23%) Terraform
3 97 (4.96%) Ansible
4 45 (2.30%) Docker Swarm
5 17 (0.87%) Puppet
6 13 (0.66%) Istio
6 13 (0.66%) linkerd
7 9 (0.46%) Opscode Chef
8 6 (0.31%) Kibana
8 6 (0.31%) Oozie
9 5 (0.26%) Salt
10 4 (0.20%) Kubeflow
10 4 (0.20%) Marathon
10 4 (0.20%) Mesos
10 4 (0.20%) Prometheus
11 3 (0.15%) Grafana
11 3 (0.15%) Rancher
12 2 (0.10%) Packer
12 2 (0.10%) Single Sign-On
13 1 (0.051%) Hadoop YARN
Vendors
1 253 (12.93%) Google
2 146 (7.46%) Bloomberg
3 125 (6.39%) Microsoft
4 70 (3.58%) Cloudera
5 61 (3.12%) Hortonworks
6 60 (3.07%) Informatica
7 48 (2.45%) Tableau
8 38 (1.94%) IBM
9 31 (1.58%) Talend
10 28 (1.43%) Databricks
10 28 (1.43%) Oracle
11 16 (0.82%) Dataiku
11 16 (0.82%) Salesforce.com
12 14 (0.72%) Red Hat
12 14 (0.72%) SAP
13 12 (0.61%) NVIDIA
14 11 (0.56%) Facebook
15 9 (0.46%) ServiceNow
16 8 (0.41%) Blue Prism
17 7 (0.36%) Adobe