Period
to 28 January 2022

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 28 January 2022 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > London
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 63 89 82
Rank change year-on-year +26 -7 +24
Permanent jobs citing Artificial Intelligence 2,535 866 1,995
As % of all permanent jobs advertised in London 4.93% 3.54% 3.89%
As % of the Processes & Methodologies category 5.15% 3.75% 4.14%
Number of salaries quoted 1,093 718 1,758
10th Percentile £47,500 £45,000 £47,500
25th Percentile £57,500 £56,750 £57,500
Median annual salary (50th Percentile) £80,000 £70,000 £80,000
Median % change year-on-year +14.29% -12.50% +10.34%
75th Percentile £100,000 £87,500 £114,688
90th Percentile £112,500 £100,000 £135,000
England median annual salary £67,500 £62,500 £65,000
% change year-on-year +8.00% -3.85% -

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 49,218 23,064 48,181
As % of all permanent IT jobs advertised in London 95.68% 94.21% 93.95%
Number of salaries quoted 32,675 19,499 39,084
10th Percentile £42,500 £42,500 £36,500
25th Percentile £53,750 £52,500 £48,000
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £85,000 £83,750
90th Percentile £110,000 £105,000 £100,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 28 January 2022.

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 28 January 2022. 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
Jobs
Central London -7 213 £77,500 +6.90% 92
West London +6 118 £77,500 +10.71% 36
South London +38 63 £65,000 +23.81% 2
East London -25 29 £95,000 +100.00% 17
North London - 21 £110,000 - 3
Artificial Intelligence
England

For the 6 months to 28 January 2022, 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 1,224 (48.28%) Python
2 1,146 (45.21%) Machine Learning
3 987 (38.93%) Data Science
4 851 (33.57%) AWS
5 812 (32.03%) Agile Software Development
6 735 (28.99%) Software Engineering
7 727 (28.68%) Analytics
8 630 (24.85%) Social Skills
9 594 (23.43%) Finance
10 591 (23.31%) GCP
11 561 (22.13%) JavaScript
12 560 (22.09%) SQL
13 534 (21.07%) Java
14 513 (20.24%) Azure
15 481 (18.97%) Degree
16 464 (18.30%) Kubernetes
17 459 (18.11%) CI/CD
18 437 (17.24%) Microservices
19 420 (16.57%) Docker
20 416 (16.41%) DevOps
21 404 (15.94%) React
22 402 (15.86%) Big Data
23 389 (15.35%) Computer Science
24 364 (14.36%) Problem-Solving
25 351 (13.85%) TypeScript
26 335 (13.21%) Mentoring
27 311 (12.27%) Google
28 310 (12.23%) Algorithms
29 297 (11.72%) Data Engineering
30 289 (11.40%) Serverless

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
1 217 (8.56%) Apache Spark
2 119 (4.69%) Elasticsearch
3 67 (2.64%) Apache Airflow
4 65 (2.56%) Apache
5 53 (2.09%) Confluence
6 32 (1.26%) Appian
7 27 (1.07%) CMS
8 24 (0.95%) nginx
9 17 (0.67%) Apache Pig
10 16 (0.63%) SAS
11 14 (0.55%) SharePoint
12 11 (0.43%) Headless CMS
13 10 (0.39%) Drupal
13 10 (0.39%) IBM Domino
13 10 (0.39%) Luigi
14 9 (0.36%) Tornado
15 7 (0.28%) Gunicorn
15 7 (0.28%) Sitecore CMS
15 7 (0.28%) Traefik
15 7 (0.28%) WordPress
Applications
1 66 (2.60%) Chatbot
2 21 (0.83%) Adobe XD
2 21 (0.83%) Microsoft Excel
3 19 (0.75%) Microsoft Office
4 12 (0.47%) Photoshop
5 11 (0.43%) Microsoft PowerPoint
6 8 (0.32%) Sketch
7 7 (0.28%) Spreadsheet
8 4 (0.16%) MS Visio
9 3 (0.12%) Adobe Illustrator
10 2 (0.079%) InfoPath
10 2 (0.079%) OmniGraffle
11 1 (0.039%) Adobe Captivate
11 1 (0.039%) InVision
11 1 (0.039%) Oracle Smart View
11 1 (0.039%) Zeplin
Business Applications
1 7 (0.28%) Salesforce.com CRM
2 6 (0.24%) Adobe Campaign
3 5 (0.20%) Dynamics CRM
4 4 (0.16%) SAP S/4HANA
5 2 (0.079%) Actimize
5 2 (0.079%) IBM Planning Analytics
5 2 (0.079%) Magento
5 2 (0.079%) SAP MDG
6 1 (0.039%) Oracle Assets
6 1 (0.039%) Oracle Cash Management
6 1 (0.039%) Oracle Financials
6 1 (0.039%) Oracle General Ledger
6 1 (0.039%) Oracle Payables
6 1 (0.039%) Oracle Procure-to-Pay
6 1 (0.039%) Oracle Retail
6 1 (0.039%) Sentinel
Cloud Services
1 851 (33.57%) AWS
2 591 (23.31%) GCP
3 513 (20.24%) Azure
4 289 (11.40%) Serverless
5 238 (9.39%) SaaS
6 141 (5.56%) AWS Lambda
7 111 (4.38%) Power Platform
8 104 (4.10%) Amazon EC2
9 102 (4.02%) Cloud Computing
10 101 (3.98%) GitHub
11 92 (3.63%) Amazon ECS
12 70 (2.76%) PaaS
13 60 (2.37%) Amazon S3
14 49 (1.93%) IaaS
15 47 (1.85%) AWS CloudFormation
16 45 (1.78%) Microsoft 365
16 45 (1.78%) Snowflake
17 43 (1.70%) Azure Synapse Analytics
18 39 (1.54%) Azure Machine Learning
19 36 (1.42%) Amazon Kinesis
Communications & Networking
1 100 (3.94%) Internet
2 55 (2.17%) Broadband
3 44 (1.74%) HTTP
4 38 (1.50%) 5G
5 24 (0.95%) Network Security
6 17 (0.67%) TCP/IP
7 14 (0.55%) Unified Communications
8 13 (0.51%) Wireless
9 12 (0.47%) Firewall
10 11 (0.43%) VPN
11 8 (0.32%) SMS
12 6 (0.24%) DNS
12 6 (0.24%) LAN
12 6 (0.24%) MPLS
12 6 (0.24%) WAN
13 5 (0.20%) SSH
14 4 (0.16%) Mobile Broadband
14 4 (0.16%) WPA
15 3 (0.12%) DHCP
15 3 (0.12%) FTP
Database & Business Intelligence
1 402 (15.86%) Big Data
2 196 (7.73%) Blockchain
3 190 (7.50%) NoSQL
4 169 (6.67%) Data Warehouse
5 144 (5.68%) PostgreSQL
6 141 (5.56%) MySQL
7 126 (4.97%) MongoDB
8 117 (4.62%) Relational Database
9 104 (4.10%) Amazon Athena
10 89 (3.51%) Hadoop
11 87 (3.43%) Amazon Aurora
12 82 (3.23%) Tableau
13 78 (3.08%) Power BI
14 74 (2.92%) Apache Cassandra
15 72 (2.84%) SQL Server
16 71 (2.80%) Data Lake
17 69 (2.72%) BigQuery
18 67 (2.64%) Amazon DynamoDB
19 51 (2.01%) Neo4j
20 45 (1.78%) Apache Hive
Development Applications
1 174 (6.86%) Git (software)
2 167 (6.59%) Jenkins
3 117 (4.62%) JIRA
4 45 (1.78%) TeamCity
5 42 (1.66%) JUnit
6 41 (1.62%) Cypress.io
7 39 (1.54%) GitLab
8 32 (1.26%) Atlassian Bamboo
9 29 (1.14%) Selenium
10 26 (1.03%) CircleCI
11 25 (0.99%) git-flow
12 21 (0.83%) Octopus Deploy
13 20 (0.79%) Bitbucket
13 20 (0.79%) Cucumber
14 19 (0.75%) webpack
15 15 (0.59%) JMeter
15 15 (0.59%) Maven
15 15 (0.59%) Mocha
15 15 (0.59%) TestNG
15 15 (0.59%) WebDriver
General
1 630 (24.85%) Social Skills
2 594 (23.43%) Finance
3 275 (10.85%) Analytical Skills
4 240 (9.47%) Banking
5 214 (8.44%) Marketing
6 200 (7.89%) Inclusion and Diversity
7 177 (6.98%) Legal
8 174 (6.86%) Games
9 93 (3.67%) Retail
10 89 (3.51%) Law
11 78 (3.08%) Influencing Skills
12 75 (2.96%) Presentation Skills
13 69 (2.72%) Telecoms
14 59 (2.33%) Manufacturing
15 57 (2.25%) Wholesale Banking
16 49 (1.93%) Public Sector
17 44 (1.74%) Pharmaceutical
18 38 (1.50%) Automotive
19 34 (1.34%) Advertising
20 26 (1.03%) Military
Job Titles
1 527 (20.79%) Developer
2 372 (14.67%) Software Engineer
3 207 (8.17%) Architect
4 162 (6.39%) Data Scientist
5 160 (6.31%) Data Engineer
6 134 (5.29%) AWS Engineer
7 118 (4.65%) Consultant
8 108 (4.26%) Python Developer
8 108 (4.26%) Senior Developer
9 102 (4.02%) Analyst
10 98 (3.87%) Senior Software Engineer
11 93 (3.67%) Python Engineer
12 87 (3.43%) AWS Developer
13 84 (3.31%) AWS Software Engineer
13 84 (3.31%) Senior Data Scientist
13 84 (3.31%) Solutions Architect
14 74 (2.92%) Data Architect
15 73 (2.88%) Machine Learning Engineer
16 71 (2.80%) Front End Developer (Client-Side Developer)
17 70 (2.76%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 404 (15.94%) React
2 238 (9.39%) Node.js
3 215 (8.48%) Kafka
4 176 (6.94%) HTML
5 159 (6.27%) AngularJS
6 157 (6.19%) CSS
7 156 (6.15%) TensorFlow
8 147 (5.80%) PyTorch
9 142 (5.60%) REST
10 135 (5.33%) GraphQL
11 116 (4.58%) RESTful
12 115 (4.54%) Pandas
13 107 (4.22%) NumPy
14 105 (4.14%) scikit-learn
15 104 (4.10%) Vue.js
16 92 (3.63%) gRPC
17 83 (3.27%) Django
17 83 (3.27%) Flask
18 78 (3.08%) Redux
19 72 (2.84%) JSON
Miscellaneous
1 310 (12.23%) Algorithms
2 209 (8.24%) User Experience
3 157 (6.19%) Data Structures
4 93 (3.67%) Cloud Native
5 92 (3.63%) Hedge funds
6 89 (3.51%) Social Media
7 76 (3.00%) Public Cloud
8 73 (2.88%) Pricing Data
9 64 (2.52%) Internet of Things
10 54 (2.13%) Robotics
11 51 (2.01%) Greenfield Project
12 50 (1.97%) Self-Motivation
13 46 (1.81%) Life Science
14 39 (1.54%) Virtual Team
15 35 (1.38%) Management Information System
16 33 (1.30%) Enterprise Software
17 26 (1.03%) Data Centre
18 25 (0.99%) Blog
19 24 (0.95%) Equities
20 23 (0.91%) Smartphone
Operating Systems
1 138 (5.44%) Linux
2 43 (1.70%) Android
3 42 (1.66%) Unix
4 36 (1.42%) Apple iOS
5 33 (1.30%) Windows
6 10 (0.39%) Mac OS
7 4 (0.16%) DC/OS
7 4 (0.16%) Ubuntu
8 3 (0.12%) Mesosphere
8 3 (0.12%) VMS
8 3 (0.12%) Windows Server
9 2 (0.079%) Mac OS X
9 2 (0.079%) Red Hat Enterprise Linux
9 2 (0.079%) Robot Operating System
10 1 (0.039%) CentOS
10 1 (0.039%) Debian
10 1 (0.039%) Windows 10
Processes & Methodologies
1 1,146 (45.21%) Machine Learning
2 987 (38.93%) Data Science
3 812 (32.03%) Agile Software Development
4 735 (28.99%) Software Engineering
5 727 (28.68%) Analytics
6 459 (18.11%) CI/CD
7 437 (17.24%) Microservices
8 416 (16.41%) DevOps
9 389 (15.35%) Computer Science
10 364 (14.36%) Problem-Solving
11 335 (13.21%) Mentoring
12 297 (11.72%) Data Engineering
13 276 (10.89%) Test Automation
14 271 (10.69%) Mathematics
15 262 (10.34%) Full Stack Development
16 243 (9.59%) Visualisation
17 226 (8.92%) Natural Language Processing
18 211 (8.32%) Business Intelligence
19 196 (7.73%) Scrum
20 194 (7.65%) Coaching
Programming Languages
1 1,224 (48.28%) Python
2 561 (22.13%) JavaScript
3 560 (22.09%) SQL
4 534 (21.07%) Java
5 351 (13.85%) TypeScript
6 178 (7.02%) C++
7 163 (6.43%) Go
8 140 (5.52%) R
9 106 (4.18%) C#
10 105 (4.14%) Scala
11 97 (3.83%) C
12 56 (2.21%) ES6
13 55 (2.17%) Ruby
14 52 (2.05%) MATLAB
15 50 (1.97%) PHP
16 44 (1.74%) Bash
17 38 (1.50%) Kotlin
18 37 (1.46%) PowerShell
19 18 (0.71%) Erlang
19 18 (0.71%) Java 11
Qualifications
1 481 (18.97%) Degree
2 123 (4.85%) PhD
3 99 (3.91%) Computer Science Degree
4 62 (2.45%) Master's Degree
5 32 (1.26%) AWS Certification
6 26 (1.03%) Microsoft Certification
6 26 (1.03%) Security Cleared
7 18 (0.71%) PMI Certification
8 15 (0.59%) SC Cleared
8 15 (0.59%) Six Sigma Green Belt
8 15 (0.59%) TOGAF Certification
9 12 (0.47%) Cisco Certification
10 10 (0.39%) CISM
11 9 (0.36%) CISA
11 9 (0.36%) CISSP
12 8 (0.32%) (ISC)2 CCSP
12 8 (0.32%) CREST Certified
13 7 (0.28%) Tableau Certification
14 5 (0.20%) ISEB
15 4 (0.16%) MCSA
Quality Assurance & Compliance
1 150 (5.92%) QA
2 70 (2.76%) GDPR
3 59 (2.33%) Accessibility
4 49 (1.93%) Data Quality
5 22 (0.87%) ISO/IEC 27001
6 15 (0.59%) Dodd-Frank
6 15 (0.59%) EMIR
6 15 (0.59%) MiFID
7 10 (0.39%) NIST
8 7 (0.28%) GRC
8 7 (0.28%) GxP
8 7 (0.28%) HIPAA
9 5 (0.20%) IEC 62304
9 5 (0.20%) ISO 13485
10 4 (0.16%) GMP
10 4 (0.16%) PCI DSS
11 3 (0.12%) SOC 2
12 2 (0.079%) COREP
12 2 (0.079%) DICOM
13 1 (0.039%) FATCA
System Software
1 420 (16.57%) Docker
2 22 (0.87%) Active Directory
3 18 (0.71%) VMware Infrastructure
4 14 (0.55%) HDFS
5 11 (0.43%) Apache ZooKeeper
6 9 (0.36%) VirtualBox
7 6 (0.24%) Virtual Desktop
8 4 (0.16%) Apache Flume
8 4 (0.16%) vCloud
9 2 (0.079%) Firmware
9 2 (0.079%) Hyper-V
9 2 (0.079%) Virtual Machines
10 1 (0.039%) LXC
Systems Management
1 464 (18.30%) Kubernetes
2 183 (7.22%) Terraform
3 80 (3.16%) Ansible
4 36 (1.42%) Prometheus
5 33 (1.30%) Grafana
6 30 (1.18%) Puppet
7 14 (0.55%) Kubeflow
8 13 (0.51%) Oozie
9 12 (0.47%) Consul
10 9 (0.36%) Docker Swarm
10 9 (0.36%) Jamf Pro
10 9 (0.36%) SCCM
11 8 (0.32%) Opscode Chef
12 7 (0.28%) Failover Clustering
12 7 (0.28%) Rancher
13 5 (0.20%) Argo
13 5 (0.20%) Kibana
14 4 (0.16%) logstash
15 3 (0.12%) Marathon
15 3 (0.12%) Mesos
Vendors
1 311 (12.27%) Google
2 152 (6.00%) Microsoft
3 133 (5.25%) Twitter
4 76 (3.00%) Salesforce.com
5 63 (2.49%) Databricks
6 57 (2.25%) Oracle
7 42 (1.66%) MuleSoft
8 41 (1.62%) Informatica
9 40 (1.58%) Adobe
10 38 (1.50%) SAP
11 37 (1.46%) Cloudera
12 36 (1.42%) Cognizant
13 31 (1.22%) Apple
14 29 (1.14%) Facebook
15 28 (1.10%) Hortonworks
16 21 (0.83%) IBM
17 18 (0.71%) Automation Anywhere
17 18 (0.71%) VMware
18 13 (0.51%) Atlassian
19 11 (0.43%) Splunk