Period
to 9 April 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 9 April 2020 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > London
6 months to
9 Apr 2020
Same period 2019 Same period 2018
Rank 70 91 161
Rank change year-on-year +21 +70 +223
Permanent jobs citing Artificial Intelligence 1,949 2,154 1,569
As % of all permanent jobs advertised in London 4.11% 3.52% 2.25%
As % of the Processes & Methodologies category 4.39% 3.79% 2.41%
Number of salaries quoted 1,816 1,797 1,417
Median annual salary £80,000 £72,500 £70,000
Median salary % change year-on-year +10.34% +3.57% +12.00%
10th Percentile £46,250 £47,500 £42,500
90th Percentile £135,000 £111,250 £125,000
England median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +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 44,422 56,780 65,203
As % of all permanent IT jobs advertised in London 93.68% 92.71% 93.40%
Number of salaries quoted 35,649 45,926 53,645
Median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% -
10th Percentile £37,500 £36,250 £35,000
90th Percentile £100,000 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +1.01%

Artificial Intelligence
Job Vacancy Trend in London

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

Job vacancy trend for Artificial Intelligence in London

Artificial Intelligence
Salary Trend in London

3-month moving average salary quoted in jobs citing Artificial Intelligence in London.

Salary trend for Artificial Intelligence in London

Artificial Intelligence
Salary Histogram in London

Salary distribution for jobs citing Artificial Intelligence in London over the 6 months to 9 April 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 9 April 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 +2 362 £75,000 - 58
West London +26 50 £65,000 +8.33% 26
South London +37 42 £62,500 -13.19% 5
North London - 9 £55,000 -
East London -4 8 £52,500 +26.51% 9
Artificial Intelligence
England

For the 6 months to 9 April 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.

1 932 (47.82%) Machine Learning
2 897 (46.02%) Agile Software Development
3 830 (42.59%) AWS
4 807 (41.41%) Python
5 668 (34.27%) Finance
6 605 (31.04%) Software Engineering
7 573 (29.40%) Java
8 549 (28.17%) JavaScript
9 548 (28.12%) Analytics
10 547 (28.07%) Azure
11 469 (24.06%) Data Science
12 398 (20.42%) C#
13 366 (18.78%) SQL
14 360 (18.47%) Web Services
15 347 (17.80%) Docker
16 345 (17.70%) GCP
17 336 (17.24%) Big Data
18 333 (17.09%) DevOps
19 329 (16.88%) Banking
20 328 (16.83%) Front Office
21 302 (15.50%) Mentoring
22 295 (15.14%) Degree
23 289 (14.83%) Microservices
24 285 (14.62%) React
25 268 (13.75%) Asset Management
26 247 (12.67%) Kubernetes
27 245 (12.57%) Computer Science
28 239 (12.26%) Data Analytics
29 232 (11.90%) Hedge funds
30 219 (11.24%) Investment Management

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
1 193 (9.90%) Apache Spark
2 33 (1.69%) Apache Airflow
3 25 (1.28%) Confluence
3 25 (1.28%) SAS
4 21 (1.08%) Cloud Foundry
5 20 (1.03%) Elasticsearch
6 19 (0.97%) WebSphere
7 16 (0.82%) Apache
8 11 (0.56%) SharePoint
9 10 (0.51%) IIS
10 6 (0.31%) CMS
11 5 (0.26%) Apache Pig
11 5 (0.26%) Jupyter
11 5 (0.26%) Luigi
11 5 (0.26%) Tornado
12 2 (0.10%) Camunda
12 2 (0.10%) OpenStack
12 2 (0.10%) Oracle Workflow
12 2 (0.10%) Umbraco
12 2 (0.10%) WordPress
Applications
1 48 (2.46%) Chatbot
2 19 (0.97%) Microsoft Excel
3 13 (0.67%) Microsoft Office
4 11 (0.56%) Sketch
5 6 (0.31%) Microsoft Project
6 5 (0.26%) SPSS
7 4 (0.21%) InVision
8 3 (0.15%) Adobe Illustrator
9 2 (0.10%) Adobe Creative Suite
9 2 (0.10%) Adobe XD
9 2 (0.10%) Microsoft PowerPoint
9 2 (0.10%) Photoshop
10 1 (0.051%) EViews
10 1 (0.051%) GNU Octave
10 1 (0.051%) MS Visio
10 1 (0.051%) S-PLUS
10 1 (0.051%) Stata
Business Applications
1 109 (5.59%) FINCAD Analytics
2 6 (0.31%) Distributed Ledger
2 6 (0.31%) Payment Gateway
3 5 (0.26%) FastStats
3 5 (0.26%) SAP S/4HANA
4 3 (0.15%) NetSuite
4 3 (0.15%) Tesseract
5 2 (0.10%) Dynamics CRM
5 2 (0.10%) SAP BPC
5 2 (0.10%) SAP WM
5 2 (0.10%) SimCorp Dimension
5 2 (0.10%) Temenos T24
6 1 (0.051%) SAP LE
Cloud Services
1 830 (42.59%) AWS
2 547 (28.07%) Azure
3 345 (17.70%) GCP
4 86 (4.41%) Serverless
5 84 (4.31%) SaaS
6 79 (4.05%) PaaS
7 58 (2.98%) Cloud Computing
8 51 (2.62%) Power Platform
9 46 (2.36%) Amazon ECS
10 45 (2.31%) Office 365
11 44 (2.26%) Amazon SQS
12 40 (2.05%) AWS Lambda
13 37 (1.90%) G Suite
14 36 (1.85%) Amazon S3
15 34 (1.74%) Amazon SageMaker
16 33 (1.69%) Azure Machine Learning
16 33 (1.69%) OpenShift
17 28 (1.44%) Amazon EMR
17 28 (1.44%) IaaS
18 26 (1.33%) GitHub
Communications & Networking
1 46 (2.36%) Firewall
2 44 (2.26%) Internet
3 29 (1.49%) MPLS
4 27 (1.39%) WAN
5 20 (1.03%) Unified Communications
6 14 (0.72%) Network Security
6 14 (0.72%) Software-Defined Networking
7 11 (0.56%) Wi-Fi
7 11 (0.56%) Wireless
8 9 (0.46%) TCP/IP
8 9 (0.46%) VLAN
9 8 (0.41%) DNS
10 7 (0.36%) Reverse Proxy
11 6 (0.31%) LAN
11 6 (0.31%) Skype
12 4 (0.21%) BGP
12 4 (0.21%) DSL
12 4 (0.21%) HTTP
12 4 (0.21%) Wireshark
13 3 (0.15%) VoIP
Database & Business Intelligence
1 336 (17.24%) Big Data
2 209 (10.72%) NoSQL
3 189 (9.70%) Hadoop
4 157 (8.06%) PostgreSQL
5 142 (7.29%) Amazon Athena
6 141 (7.23%) MongoDB
7 138 (7.08%) Amazon DynamoDB
8 125 (6.41%) SQL Server
9 120 (6.16%) MySQL
10 119 (6.11%) Redis
11 86 (4.41%) Microsoft Analysis Services
11 86 (4.41%) SQL Server Analysis Services
12 74 (3.80%) Blockchain
13 71 (3.64%) Amazon Redshift
14 66 (3.39%) Data Warehouse
15 59 (3.03%) Relational Database
16 51 (2.62%) Neo4j
17 47 (2.41%) Power BI
18 45 (2.31%) Apache Hive
19 44 (2.26%) Apache Cassandra
Development Applications
1 99 (5.08%) Git (software)
2 93 (4.77%) Jenkins
3 70 (3.59%) TeamCity
4 66 (3.39%) Octopus Deploy
5 62 (3.18%) MSBuild
6 45 (2.31%) JIRA
7 39 (2.00%) Vagrant
8 38 (1.95%) Atlassian Bamboo
9 26 (1.33%) Selenium
10 21 (1.08%) Cypress.io
11 18 (0.92%) WebDriver
12 16 (0.82%) CircleCI
13 14 (0.72%) PhantomJS
14 13 (0.67%) Cucumber
14 13 (0.67%) Maven
15 12 (0.62%) Moq
15 12 (0.62%) NUnit
16 11 (0.56%) ERwin
17 10 (0.51%) GitLab
17 10 (0.51%) PowerDesigner
General
1 668 (34.27%) Finance
2 329 (16.88%) Banking
3 328 (16.83%) Front Office
4 122 (6.26%) Marketing
5 97 (4.98%) Retail
6 53 (2.72%) Law
7 46 (2.36%) Back Office
8 42 (2.15%) Legal
8 42 (2.15%) Manufacturing
9 38 (1.95%) Public Sector
10 36 (1.85%) Investment Banking
10 36 (1.85%) Telecoms
11 27 (1.39%) Advertising
11 27 (1.39%) Games
12 22 (1.13%) Automotive
13 20 (1.03%) International Banking
14 18 (0.92%) Billing
15 16 (0.82%) Digital Economy
16 14 (0.72%) Brand Awareness
17 11 (0.56%) Pharmaceutical
Job Titles
1 528 (27.09%) Developer
2 166 (8.52%) Architect
3 140 (7.18%) Data Scientist
4 133 (6.82%) Software Engineer
5 124 (6.36%) Consultant
6 102 (5.23%) Java Developer
7 101 (5.18%) .NET Developer
8 100 (5.13%) Data Engineer
9 77 (3.95%) Python Developer
10 75 (3.85%) React Developer
11 70 (3.59%) Senior Developer
12 69 (3.54%) DevOps Engineer
13 65 (3.34%) Data Manager
14 64 (3.28%) Front End Developer (Client-Side Developer)
15 62 (3.18%) Development Manager
15 62 (3.18%) Python Engineer
16 61 (3.13%) C# Developer
17 58 (2.98%) Engineering Manager
18 56 (2.87%) Developer/Software Engineer
19 55 (2.82%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 360 (18.47%) Web Services
2 285 (14.62%) React
3 215 (11.03%) AngularJS
4 204 (10.47%) J2EE
5 198 (10.16%) .NET
6 171 (8.77%) Node.js
7 167 (8.57%) Natural Language Processing
8 139 (7.13%) ASP.NET
9 133 (6.82%) HTML
10 122 (6.26%) CSS
11 121 (6.21%) .NET Core
12 116 (5.95%) TensorFlow
13 78 (4.00%) Redux
14 71 (3.64%) Kafka
15 58 (2.98%) REST
16 56 (2.87%) HTML5
16 56 (2.87%) RESTful
17 55 (2.82%) Django
17 55 (2.82%) scikit-learn
18 45 (2.31%) PyTorch
Miscellaneous
1 232 (11.90%) Hedge funds
2 219 (11.24%) Fixed Income
3 213 (10.93%) Derivative
4 160 (8.21%) Analytical Skills
5 144 (7.39%) Algorithms
6 136 (6.98%) Greenfield Project
7 120 (6.16%) Equities
8 105 (5.39%) Blog
9 90 (4.62%) User Experience
10 66 (3.39%) Robotics
11 63 (3.23%) Cloud Native
12 54 (2.77%) Reference Data
13 51 (2.62%) Foreign Exchange (FX)
14 50 (2.57%) Equity Derivative
14 50 (2.57%) Exotic Derivative
15 49 (2.51%) Public Cloud
16 40 (2.05%) Data Structures
17 37 (1.90%) Management Information System
18 34 (1.74%) AS400
19 33 (1.69%) Internet of Things
Operating Systems
1 124 (6.36%) Linux
2 58 (2.98%) Unix
3 49 (2.51%) Windows
4 26 (1.33%) Android
5 23 (1.18%) Apple iOS
6 4 (0.21%) Windows Server
7 3 (0.15%) Ubuntu
8 2 (0.10%) Solaris
8 2 (0.10%) Windows 2000
8 2 (0.10%) Windows XP
9 1 (0.051%) CentOS
9 1 (0.051%) Debian
9 1 (0.051%) Mac OS
9 1 (0.051%) RancherOS
9 1 (0.051%) Red Hat Enterprise Linux
9 1 (0.051%) Windows 7
9 1 (0.051%) Windows Server 2012
Processes & Methodologies
1 932 (47.82%) Machine Learning
2 897 (46.02%) Agile Software Development
3 605 (31.04%) Software Engineering
4 548 (28.12%) Analytics
5 469 (24.06%) Data Science
6 333 (17.09%) DevOps
7 302 (15.50%) Mentoring
8 289 (14.83%) Microservices
9 268 (13.75%) Asset Management
10 245 (12.57%) Computer Science
11 239 (12.26%) Data Analytics
12 219 (11.24%) Investment Management
13 208 (10.67%) Deep Learning
14 201 (10.31%) Scrum
15 181 (9.29%) Migration
16 173 (8.88%) Open Source
17 168 (8.62%) Fintech
17 168 (8.62%) Performance Attribution
18 167 (8.57%) Decision-Making
19 160 (8.21%) Problem-Solving
Programming Languages
1 807 (41.41%) Python
2 573 (29.40%) Java
3 549 (28.17%) JavaScript
4 398 (20.42%) C#
5 366 (18.78%) SQL
6 206 (10.57%) C++
7 190 (9.75%) Kotlin
8 148 (7.59%) Scala
9 130 (6.67%) R
10 98 (5.03%) F#
11 80 (4.10%) Go
12 69 (3.54%) TypeScript
13 62 (3.18%) PHP
14 50 (2.57%) ES6
15 46 (2.36%) Ruby
16 45 (2.31%) C
17 34 (1.74%) RPG
18 27 (1.39%) PowerShell
19 24 (1.23%) Bash Shell
20 21 (1.08%) MATLAB
Qualifications
1 295 (15.14%) Degree
2 116 (5.95%) Computer Science Degree
3 107 (5.49%) PhD
4 42 (2.15%) Master's Degree
5 31 (1.59%) Security Cleared
6 26 (1.33%) AWS Certification
7 17 (0.87%) MBA
8 16 (0.82%) DV Cleared
8 16 (0.82%) Numerate Degree
9 14 (0.72%) SC Cleared
10 9 (0.46%) TOGAF Certification
11 7 (0.36%) Postgraduate
12 6 (0.31%) CCDP
12 6 (0.31%) CCNP
12 6 (0.31%) Cisco Certification
12 6 (0.31%) CISSP
13 5 (0.26%) CISM
14 4 (0.21%) CCNA
14 4 (0.21%) CESG Certified Professional
14 4 (0.21%) IISP
Quality Assurance & Compliance
1 95 (4.87%) QA
2 84 (4.31%) Data Quality
3 14 (0.72%) GDPR
4 5 (0.26%) PMO
4 5 (0.26%) WCAG
5 4 (0.21%) SLA
6 3 (0.15%) GxP
6 3 (0.15%) ISO/IEC 27001
7 2 (0.10%) HIPAA
7 2 (0.10%) NIST
7 2 (0.10%) PCI DSS
8 1 (0.051%) Actionable Recommendations
8 1 (0.051%) COBIT
8 1 (0.051%) PSD2
8 1 (0.051%) Sarbanes-Oxley
System Software
1 347 (17.80%) Docker
2 39 (2.00%) VirtualBox
3 6 (0.31%) Hyper-V
4 5 (0.26%) Active Directory
4 5 (0.26%) Apache ZooKeeper
5 4 (0.21%) Apache Flume
5 4 (0.21%) vSphere
6 3 (0.15%) Firmware
6 3 (0.15%) VMware Infrastructure
7 2 (0.10%) Virtual Machines
8 1 (0.051%) HDFS
8 1 (0.051%) KVM
8 1 (0.051%) vCloud
Systems Management
1 247 (12.67%) Kubernetes
2 170 (8.72%) Terraform
3 94 (4.82%) Ansible
4 42 (2.15%) Docker Swarm
5 18 (0.92%) Puppet
6 13 (0.67%) Marathon
6 13 (0.67%) Mesos
6 13 (0.67%) Opscode Chef
7 11 (0.56%) Istio
8 9 (0.46%) Kibana
9 7 (0.36%) Grafana
9 7 (0.36%) linkerd
9 7 (0.36%) Salt
10 6 (0.31%) Kubeflow
11 4 (0.21%) Oozie
12 3 (0.15%) Pingdom
12 3 (0.15%) Prometheus
13 2 (0.10%) logstash
14 1 (0.051%) FTK
14 1 (0.051%) Hadoop YARN
Vendors
1 211 (10.83%) Google
2 150 (7.70%) Bloomberg
3 106 (5.44%) Microsoft
4 72 (3.69%) Tableau
5 55 (2.82%) Cloudera
6 48 (2.46%) Hortonworks
7 42 (2.15%) Informatica
8 34 (1.74%) Oracle
9 29 (1.49%) IBM
10 27 (1.39%) Databricks
11 25 (1.28%) Talend
12 19 (0.97%) Salesforce.com
13 17 (0.87%) Cisco
13 17 (0.87%) Dataiku
13 17 (0.87%) Red Hat
14 14 (0.72%) Facebook
15 10 (0.51%) Blue Prism
16 9 (0.46%) MikroTik
16 9 (0.46%) MuleSoft
16 9 (0.46%) Ruckus Wireless