Period
to 28 October 2020

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 28 October 2020 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Central London > City of London
6 months to
28 Oct 2020
Same period 2019 Same period 2018
Rank 65 83 135
Rank change year-on-year +18 +52 +77
Permanent jobs citing Artificial Intelligence 147 351 265
As % of all permanent jobs advertised in the City of London 4.02% 3.49% 2.39%
As % of the Processes & Methodologies category 4.29% 3.73% 2.57%
Number of salaries quoted 143 375 258
Median annual salary £75,000 £75,000 £70,000
Median salary % change year-on-year - +7.14% -1.75%
10th Percentile £55,000 £51,250 £45,000
90th Percentile £105,000 £105,000 £106,125
Central London median annual salary £73,750 £72,500 £70,000
% change year-on-year +1.72% +3.57% +7.69%

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 3,426 9,409 10,327
As % of all permanent IT jobs advertised in the City of London 93.73% 93.47% 92.97%
Number of salaries quoted 3,015 8,205 9,214
Median annual salary £70,000 £67,500 £65,000
Median salary % change year-on-year +3.70% +3.85% +8.33%
10th Percentile £45,000 £38,600 £36,750
90th Percentile £100,000 £97,500 £95,000
Central London median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

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 28 October 2020.

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 28 October 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
Moorgate +1 2 £70,000 +16.67%
Artificial Intelligence
Central London

For the 6 months to 28 October 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 City of London region with a requirement for Artificial Intelligence.

1 85 (57.82%) Python
2 71 (48.30%) Machine Learning
3 57 (38.78%) AWS
3 57 (38.78%) Finance
4 49 (33.33%) Azure
5 42 (28.57%) DevOps
6 40 (27.21%) Agile Software Development
7 38 (25.85%) Big Data
7 38 (25.85%) Data Science
8 37 (25.17%) Degree
9 33 (22.45%) Kubernetes
10 32 (21.77%) Java
11 31 (21.09%) JavaScript
11 31 (21.09%) Docker
12 27 (18.37%) Analytics
12 27 (18.37%) Natural Language Processing
13 26 (17.69%) Hadoop
13 26 (17.69%) Apache Spark
14 25 (17.01%) Algorithms
14 25 (17.01%) Microservices
14 25 (17.01%) GCP
15 24 (16.33%) Mathematics
16 23 (15.65%) Computer Science
17 21 (14.29%) AngularJS
18 20 (13.61%) R
19 19 (12.93%) Scala
19 19 (12.93%) Law
19 19 (12.93%) Computer Science Degree
20 18 (12.24%) Terraform
20 18 (12.24%) Deep Learning

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 26 (17.69%) Apache Spark
2 8 (5.44%) SAS
3 5 (3.40%) Elasticsearch
4 4 (2.72%) Oracle SOA Suite
5 3 (2.04%) Apache
6 2 (1.36%) MS Exchange
7 1 (0.68%) Confluence
Applications
1 2 (1.36%) Chatbot
1 2 (1.36%) GNU Octave
2 1 (0.68%) Microsoft Excel
Business Applications
1 1 (0.68%) Distributed Ledger
1 1 (0.68%) FINCAD Analytics
Cloud Services
1 57 (38.78%) AWS
2 49 (33.33%) Azure
3 25 (17.01%) GCP
4 17 (11.56%) SaaS
5 11 (7.48%) Power Platform
6 10 (6.80%) OpenShift
7 8 (5.44%) Cloud Computing
7 8 (5.44%) IaaS
8 7 (4.76%) PaaS
9 5 (3.40%) GitHub
10 4 (2.72%) Rackspace Cloud
11 3 (2.04%) Amazon EMR
11 3 (2.04%) Amazon S3
11 3 (2.04%) Azure Active Directory
11 3 (2.04%) Azure Data Factory
12 2 (1.36%) Amazon ElastiCache
12 2 (1.36%) Amazon Kinesis
12 2 (1.36%) Logic Apps
12 2 (1.36%) Serverless
13 1 (0.68%) Datadog
Communications & Networking
1 3 (2.04%) Network Security
2 2 (1.36%) Firewall
3 1 (0.68%) HTTP
3 1 (0.68%) Software-Defined Networking
3 1 (0.68%) TCP/IP
Database & Business Intelligence
1 38 (25.85%) Big Data
2 26 (17.69%) Hadoop
3 13 (8.84%) Apache Hive
4 11 (7.48%) MongoDB
4 11 (7.48%) Power BI
4 11 (7.48%) Tableau
5 10 (6.80%) NoSQL
6 5 (3.40%) Data Lake
7 4 (2.72%) Blockchain
7 4 (2.72%) SQL Server
8 3 (2.04%) Cosmos DB
8 3 (2.04%) Data Mining
8 3 (2.04%) HBase
8 3 (2.04%) Redis
8 3 (2.04%) SQL Server Integration Services
9 2 (1.36%) Amazon Redshift
9 2 (1.36%) Enterprise Data Warehouse
9 2 (1.36%) HDInsight
9 2 (1.36%) Parquet
9 2 (1.36%) Presto
Development Applications
1 12 (8.16%) Git (software)
2 10 (6.80%) Jenkins
3 7 (4.76%) Maven
4 5 (3.40%) Gradle
4 5 (3.40%) IntelliJ
5 3 (2.04%) Jasmine
5 3 (2.04%) Octopus Deploy
5 3 (2.04%) PhantomJS
5 3 (2.04%) TeamCity
6 2 (1.36%) Atlassian Bamboo
7 1 (0.68%) Cypress.io
7 1 (0.68%) JIRA
General
1 57 (38.78%) Finance
2 19 (12.93%) Law
3 14 (9.52%) Banking
4 9 (6.12%) Games
5 7 (4.76%) Advertising
6 6 (4.08%) Retail
7 4 (2.72%) Marketing
8 2 (1.36%) Front Office
8 2 (1.36%) Pharmaceutical
8 2 (1.36%) Telecoms
9 1 (0.68%) Billing
9 1 (0.68%) Cyber-Physical System
9 1 (0.68%) Investment Banking
9 1 (0.68%) Manufacturing
Job Titles
1 44 (29.93%) Developer
2 17 (11.56%) Java Developer
3 14 (9.52%) DevOps Engineer
4 12 (8.16%) Python Engineer
5 10 (6.80%) Senior Manager
6 9 (6.12%) Analyst
6 9 (6.12%) Consultant
6 9 (6.12%) Data Manager
6 9 (6.12%) Senior Developer
6 9 (6.12%) Software Engineer
7 8 (5.44%) Python Developer
8 7 (4.76%) Cloud Consultant
8 7 (4.76%) Data Science Manager
8 7 (4.76%) Security Consultant
9 6 (4.08%) Data Science Director
9 6 (4.08%) Data Scientist
9 6 (4.08%) Identity Management Expert
9 6 (4.08%) Qualitative Analyst
9 6 (4.08%) Quantitative Analyst
9 6 (4.08%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 27 (18.37%) Natural Language Processing
2 21 (14.29%) AngularJS
3 15 (10.20%) HTML
4 14 (9.52%) Node.js
4 14 (9.52%) REST
4 14 (9.52%) TensorFlow
5 13 (8.84%) CSS
6 12 (8.16%) Keras
6 12 (8.16%) React
7 11 (7.48%) Pandas
7 11 (7.48%) PyTorch
8 10 (6.80%) HTML5
8 10 (6.80%) NumPy
8 10 (6.80%) scikit-learn
9 9 (6.12%) PySpark
9 9 (6.12%) SciPy
9 9 (6.12%) SpaCy
10 8 (5.44%) NetworkX
10 8 (5.44%) Shiny
10 8 (5.44%) XGBoost
Miscellaneous
1 25 (17.01%) Algorithms
2 9 (6.12%) Data Structures
3 8 (5.44%) Equities
4 7 (4.76%) Analytical Skills
4 7 (4.76%) Distributed Denial-of-Service
5 6 (4.08%) Blog
5 6 (4.08%) Exotic Derivative
5 6 (4.08%) Foreign Exchange (FX)
5 6 (4.08%) Market Risk
6 3 (2.04%) Public Cloud
6 3 (2.04%) Virtual Team
7 2 (1.36%) Animation
7 2 (1.36%) Cloud Native
7 2 (1.36%) Robotics
7 2 (1.36%) Social Media
8 1 (0.68%) 3D Graphics
8 1 (0.68%) FMCG
8 1 (0.68%) Life Science
8 1 (0.68%) Management Information System
8 1 (0.68%) PMI
Operating Systems
1 7 (4.76%) Linux
2 4 (2.72%) Windows
3 2 (1.36%) Android
3 2 (1.36%) Apple iOS
3 2 (1.36%) Mac OS
4 1 (0.68%) Unix
Processes & Methodologies
1 71 (48.30%) Machine Learning
2 42 (28.57%) DevOps
3 40 (27.21%) Agile Software Development
4 38 (25.85%) Data Science
5 27 (18.37%) Analytics
6 25 (17.01%) Microservices
7 24 (16.33%) Mathematics
8 23 (15.65%) Computer Science
9 18 (12.24%) Deep Learning
10 17 (11.56%) Physics
10 17 (11.56%) Software Engineering
11 16 (10.88%) TDD
12 15 (10.20%) Mentoring
12 15 (10.20%) OO
12 15 (10.20%) Problem-Solving
13 14 (9.52%) Open Source
13 14 (9.52%) Statistics
14 13 (8.84%) Neural Network
14 13 (8.84%) Test Automation
14 13 (8.84%) Visualisation
Programming Languages
1 85 (57.82%) Python
2 32 (21.77%) Java
3 31 (21.09%) JavaScript
4 20 (13.61%) R
5 19 (12.93%) Scala
6 18 (12.24%) C#
7 16 (10.88%) SQL
8 15 (10.20%) ES6
9 14 (9.52%) Kotlin
10 13 (8.84%) Go
11 11 (7.48%) MATLAB
12 10 (6.80%) TypeScript
13 9 (6.12%) C++
13 9 (6.12%) PHP
14 5 (3.40%) Ruby
15 3 (2.04%) Groovy
16 2 (1.36%) Bash Shell
16 2 (1.36%) PowerShell
16 2 (1.36%) T-SQL
17 1 (0.68%) Shell Script
Qualifications
1 37 (25.17%) Degree
2 19 (12.93%) Computer Science Degree
3 15 (10.20%) Master's Degree
4 14 (9.52%) PhD
5 7 (4.76%) AWS Certification
5 7 (4.76%) Security Cleared
6 3 (2.04%) MBA
7 1 (0.68%) DV Cleared
7 1 (0.68%) PMI Certification
Quality Assurance & Compliance
1 8 (5.44%) QA
2 6 (4.08%) Dodd-Frank
2 6 (4.08%) EMIR
2 6 (4.08%) MiFID
3 1 (0.68%) SLA
System Software
1 31 (21.09%) Docker
2 2 (1.36%) Active Directory
3 1 (0.68%) Apache Flume
3 1 (0.68%) HDFS
Systems Management
1 33 (22.45%) Kubernetes
2 18 (12.24%) Terraform
3 9 (6.12%) Ansible
4 6 (4.08%) Puppet
5 5 (3.40%) Kibana
5 5 (3.40%) Pingdom
6 1 (0.68%) Grafana
6 1 (0.68%) Marathon
6 1 (0.68%) Mesos
6 1 (0.68%) Opscode Chef
6 1 (0.68%) Rancher
Vendors
1 13 (8.84%) Databricks
2 8 (5.44%) Cloudera
3 7 (4.76%) Google
4 6 (4.08%) CyberArk
4 6 (4.08%) ForgeRock
5 5 (3.40%) Microsoft
6 4 (2.72%) Alibaba
6 4 (2.72%) Oracle
6 4 (2.72%) Rackspace
6 4 (2.72%) VMware
7 3 (2.04%) Red Hat
8 2 (1.36%) NVIDIA
9 1 (0.68%) Automation Anywhere
9 1 (0.68%) Cisco
9 1 (0.68%) Hortonworks
9 1 (0.68%) Informatica
9 1 (0.68%) MapR
9 1 (0.68%) Splunk
9 1 (0.68%) Talend
9 1 (0.68%) UiPath