Period
to

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 24 May 2022 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Central London > City of London
6 months to
24 May 2022
Same period 2021 Same period 2020
Rank 98 76 76
Rank change year-on-year -22 0 +13
Permanent jobs citing Artificial Intelligence 227 188 249
As % of all permanent jobs advertised in the City of London 3.08% 3.76% 3.54%
As % of the Processes & Methodologies category 3.24% 3.94% 3.74%
Number of salaries quoted 155 158 239
10th Percentile £55,000 £47,500 £52,500
25th Percentile £67,500 £57,500 £58,750
Median annual salary (50th Percentile) £85,000 £70,000 £72,500
Median % change year-on-year +21.43% -3.45% -3.33%
75th Percentile £105,000 £91,250 £88,125
90th Percentile £115,000 £113,250 £107,700
Central London median annual salary £85,000 £70,000 £75,000
% change year-on-year +21.43% -6.67% -

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 6,997 4,771 6,658
As % of all permanent IT jobs advertised in the City of London 94.82% 95.48% 94.78%
Number of salaries quoted 5,574 4,265 5,839
10th Percentile £46,250 £43,750 £41,250
25th Percentile £57,500 £55,000 £52,500
Median annual salary (50th Percentile) £72,500 £72,500 £67,500
Median % change year-on-year - +7.41% +3.85%
75th Percentile £93,750 £90,000 £85,000
90th Percentile £108,750 £107,500 £100,000
Central London median annual salary £72,500 £70,000 £68,211
% change year-on-year +3.57% +2.62% +4.94%

Artificial Intelligence
Job Vacancy Trend in the City of London

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

Job vacancy trend for Artificial Intelligence in the City of London

Artificial Intelligence
Salary Trend in the City of London

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

Salary trend for Artificial Intelligence in the City of London

Artificial Intelligence
Salary Histogram in the City of London

Salary distribution for jobs citing Artificial Intelligence in the City of London over the 6 months to 24 May 2022.

Salary histogram for Artificial Intelligence in the City of London

Artificial Intelligence
Job Locations in the City of 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 City of London region over the 6 months to 24 May 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
London Bridge -4 4 £92,500 +32.14%
Artificial Intelligence
Central London

For the 6 months to 24 May 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 City of London region with a requirement for Artificial Intelligence.

1 101 (44.49%) Machine Learning
2 90 (39.65%) AWS
3 77 (33.92%) Python
4 74 (32.60%) Azure
5 69 (30.40%) Social Skills
6 67 (29.52%) Software Engineering
7 65 (28.63%) Finance
8 55 (24.23%) Microservices
9 51 (22.47%) Analytics
10 50 (22.03%) Data Science
10 50 (22.03%) SQL
11 49 (21.59%) React
12 48 (21.15%) Agile
13 42 (18.50%) Analytical Skills
13 42 (18.50%) DevOps
14 41 (18.06%) Problem-Solving
15 40 (17.62%) .NET
16 39 (17.18%) Docker
17 38 (16.74%) Kubernetes
17 38 (16.74%) Degree
18 37 (16.30%) HTML
18 37 (16.30%) CSS
19 35 (15.42%) AngularJS
20 32 (14.10%) Sass
21 30 (13.22%) Java
22 29 (12.78%) Visualisation
23 28 (12.33%) Umbraco
23 28 (12.33%) Semantic HTML
24 27 (11.89%) Big Data
24 27 (11.89%) GCP

Artificial Intelligence
Co-occurring IT Skills in the City of 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 28 (12.33%) Umbraco
2 12 (5.29%) Apache Spark
2 12 (5.29%) Elasticsearch
3 6 (2.64%) SAS
4 5 (2.20%) Jupyter
5 4 (1.76%) Confluence
5 4 (1.76%) SharePoint
6 3 (1.32%) Luigi
7 1 (0.44%) Apache Airflow
7 1 (0.44%) Appian
Applications
1 7 (3.08%) Microsoft Excel
1 7 (3.08%) Microsoft Office
2 1 (0.44%) Chatbot
2 1 (0.44%) Microsoft PowerPoint
2 1 (0.44%) MS Visio
2 1 (0.44%) Zeplin
Business Applications
1 1 (0.44%) Remedy ITSM
Cloud Services
1 90 (39.65%) AWS
2 74 (32.60%) Azure
3 27 (11.89%) GCP
4 9 (3.96%) Power Platform
4 9 (3.96%) SaaS
5 7 (3.08%) Serverless
6 6 (2.64%) Amazon Alexa
6 6 (2.64%) Azure Cosmos DB
6 6 (2.64%) PaaS
6 6 (2.64%) Snowflake
7 5 (2.20%) Cloud Computing
7 5 (2.20%) dbt
7 5 (2.20%) GitHub
8 4 (1.76%) Amazon EMR
8 4 (1.76%) Amazon SageMaker
8 4 (1.76%) Google App Engine
8 4 (1.76%) Google Compute Engine
8 4 (1.76%) Google Container Engine
8 4 (1.76%) Matillion
8 4 (1.76%) Microsoft 365
Communications & Networking
1 4 (1.76%) Bluetooth
1 4 (1.76%) Network Security
1 4 (1.76%) TCP/IP
1 4 (1.76%) VoIP
2 3 (1.32%) WebEx
3 2 (0.88%) Broadband
4 1 (0.44%) DNS
4 1 (0.44%) Firewall
4 1 (0.44%) Intranet
4 1 (0.44%) Intrusion Detection
4 1 (0.44%) Kerberos
Database & Business Intelligence
1 27 (11.89%) Big Data
2 16 (7.05%) NoSQL
3 15 (6.61%) Data Warehouse
4 12 (5.29%) MongoDB
5 10 (4.41%) Hadoop
5 10 (4.41%) SQL Server
6 9 (3.96%) Neo4j
6 9 (3.96%) Power BI
7 8 (3.52%) Data Lake
7 8 (3.52%) Tableau
8 7 (3.08%) PostgreSQL
8 7 (3.08%) Relational Database
9 6 (2.64%) Spatial Data
10 4 (1.76%) Amazon Athena
10 4 (1.76%) Amazon Redshift
10 4 (1.76%) Azure SQL Database
10 4 (1.76%) Electronic Patient Records
10 4 (1.76%) Star Schema
11 3 (1.32%) MySQL
11 3 (1.32%) RDBMS
Development Applications
1 12 (5.29%) Jenkins
2 9 (3.96%) JIRA
3 7 (3.08%) Git (software)
4 6 (2.64%) GitLab
5 5 (2.20%) Atlassian Bamboo
6 4 (1.76%) Subversion
6 4 (1.76%) Vagrant
7 3 (1.32%) Cucumber
7 3 (1.32%) Moq
7 3 (1.32%) NUnit
7 3 (1.32%) Selenium
8 2 (0.88%) Katalon Studio
8 2 (0.88%) Spinnaker
9 1 (0.44%) Eclipse
9 1 (0.44%) ERwin
9 1 (0.44%) JMeter
9 1 (0.44%) JUnit
9 1 (0.44%) Maven
9 1 (0.44%) PowerDesigner
9 1 (0.44%) Visual Studio Team System
General
1 69 (30.40%) Social Skills
2 65 (28.63%) Finance
3 42 (18.50%) Analytical Skills
4 19 (8.37%) Law
4 19 (8.37%) Marketing
5 17 (7.49%) Advertising
5 17 (7.49%) Financial Institution
6 15 (6.61%) Legal
6 15 (6.61%) Wearables
7 14 (6.17%) Presentation Skills
8 10 (4.41%) Telecoms
9 7 (3.08%) Retail
10 6 (2.64%) Banking
10 6 (2.64%) Electronics
10 6 (2.64%) Manufacturing
10 6 (2.64%) Public Sector
11 3 (1.32%) Inclusion and Diversity
12 2 (0.88%) Tech for Good
13 1 (0.44%) Games
13 1 (0.44%) Organisational Skills
Job Titles
1 52 (22.91%) Software Engineer
2 30 (13.22%) Developer
3 22 (9.69%) Architect
4 17 (7.49%) Consultant
5 14 (6.17%) Data Engineer
5 14 (6.17%) Data Scientist
6 13 (5.73%) Data Architect
6 13 (5.73%) Python Developer
7 12 (5.29%) DevOps Consultant
7 12 (5.29%) Implementation Consultant
7 12 (5.29%) Lead Software Engineer
8 11 (4.85%) Senior Data Scientist
8 11 (4.85%) Senior Software Engineer
9 10 (4.41%) Quantitative Developer
10 7 (3.08%) Data Manager
10 7 (3.08%) Java Developer
11 6 (2.64%) C++ Developer
11 6 (2.64%) C++ Quantitative Developer
11 6 (2.64%) Product Owner
12 5 (2.20%) Cloud Architect
Libraries, Frameworks & Software Standards
1 49 (21.59%) React
2 40 (17.62%) .NET
3 37 (16.30%) CSS
3 37 (16.30%) HTML
4 35 (15.42%) AngularJS
5 32 (14.10%) Sass
6 28 (12.33%) Semantic HTML
7 18 (7.93%) REST
8 17 (7.49%) Node.js
9 11 (4.85%) JWT
9 11 (4.85%) WebRTC
10 7 (3.08%) Kafka
11 6 (2.64%) Pandas
11 6 (2.64%) scikit-learn
11 6 (2.64%) Spring
11 6 (2.64%) TensorFlow
12 5 (2.20%) Spark Streaming
13 4 (1.76%) .NET Core
13 4 (1.76%) Keras
13 4 (1.76%) MXNet
Miscellaneous
1 19 (8.37%) Blockchain
2 17 (7.49%) User Experience
3 14 (6.17%) Algorithms
4 11 (4.85%) Data Structures
5 10 (4.41%) Equities
5 10 (4.41%) Exotic Derivative
5 10 (4.41%) Foreign Exchange (FX)
5 10 (4.41%) Greenfield Project
5 10 (4.41%) Market Risk
6 7 (3.08%) Cloud Native
6 7 (3.08%) IoT
7 6 (2.64%) Life Science
8 5 (2.20%) Self-Motivation
9 4 (1.76%) Data Protection Act
9 4 (1.76%) Mobile App
10 3 (1.32%) Cyber Defence
10 3 (1.32%) Data Centre
11 2 (0.88%) Embedded Systems
11 2 (0.88%) Public Cloud
11 2 (0.88%) Robotics
Operating Systems
1 23 (10.13%) Linux
2 15 (6.61%) Android
3 3 (1.32%) Windows
4 2 (0.88%) Ubuntu
5 1 (0.44%) Alpine Linux
5 1 (0.44%) CentOS
Processes & Methodologies
1 101 (44.49%) Machine Learning
2 67 (29.52%) Software Engineering
3 55 (24.23%) Microservices
4 51 (22.47%) Analytics
5 50 (22.03%) Data Science
6 48 (21.15%) Agile
7 42 (18.50%) DevOps
8 41 (18.06%) Problem-Solving
9 29 (12.78%) Visualisation
10 27 (11.89%) Computer Science
11 24 (10.57%) Data Modelling
12 23 (10.13%) CI/CD
12 23 (10.13%) Data Engineering
13 22 (9.69%) ETL
13 22 (9.69%) Infrastructure as Code
14 20 (8.81%) Data Analytics
14 20 (8.81%) Fintech
14 20 (8.81%) Mathematics
15 19 (8.37%) Data Pipeline
16 18 (7.93%) Data Visualisation
Programming Languages
1 77 (33.92%) Python
2 50 (22.03%) SQL
3 30 (13.22%) Java
4 24 (10.57%) JavaScript
5 13 (5.73%) C++
6 11 (4.85%) C#
7 9 (3.96%) TypeScript
8 8 (3.52%) R
9 6 (2.64%) PowerShell
9 6 (2.64%) Scala
10 5 (2.20%) Bash
10 5 (2.20%) Shell Script
11 4 (1.76%) PHP
12 3 (1.32%) MATLAB
12 3 (1.32%) PL/SQL
13 2 (0.88%) Kotlin
13 2 (0.88%) Perl
13 2 (0.88%) Rust
13 2 (0.88%) VB
14 1 (0.44%) Clojure
Qualifications
1 38 (16.74%) Degree
2 15 (6.61%) PhD
3 12 (5.29%) Master's Degree
4 8 (3.52%) Computer Science Degree
5 1 (0.44%) AWS Certification
5 1 (0.44%) DV Cleared
5 1 (0.44%) ITIL Foundation Certificate
5 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 15 (6.61%) Data Quality
2 11 (4.85%) MiFID
3 10 (4.41%) Dodd-Frank
3 10 (4.41%) EMIR
4 8 (3.52%) GDPR
5 6 (2.64%) QA
6 1 (0.44%) Accessibility
System Software
1 39 (17.18%) Docker
2 4 (1.76%) VirtualBox
3 1 (0.44%) Active Directory
3 1 (0.44%) KVM
3 1 (0.44%) LXC
3 1 (0.44%) VMware Infrastructure
Systems Management
1 38 (16.74%) Kubernetes
2 27 (11.89%) Terraform
3 13 (5.73%) Ansible
4 5 (2.20%) Grafana
5 4 (1.76%) Docker Swarm
5 4 (1.76%) Prometheus
6 2 (0.88%) Puppet
7 1 (0.44%) Hadoop YARN
7 1 (0.44%) Nessus
7 1 (0.44%) Opscode Chef
7 1 (0.44%) SELinux
Vendors
1 15 (6.61%) Microsoft
2 11 (4.85%) Google
3 8 (3.52%) SAP
4 7 (3.08%) Cloudera
5 6 (2.64%) Hortonworks
5 6 (2.64%) Informatica
6 4 (1.76%) OneTrust
7 3 (1.32%) IBM
7 3 (1.32%) Talend
8 2 (0.88%) Alteryx
8 2 (0.88%) Gigya
8 2 (0.88%) Oracle
8 2 (0.88%) Salesforce.com
8 2 (0.88%) Spotify
9 1 (0.44%) Adobe
9 1 (0.44%) Databricks
9 1 (0.44%) Dataiku
9 1 (0.44%) Juniper
9 1 (0.44%) Remedy
9 1 (0.44%) VMware