Period
to 21 January 2018

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 21 January 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Central London > City of London
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 274 256 378
Rank change year-on-year -18 +122 +61
Permanent jobs citing Artificial Intelligence 59 84 8
As % of all permanent IT jobs advertised in the City of London 0.57% 0.79% 0.056%
As % of the Processes & Methodologies category 0.63% 0.89% 0.063%
Number of salaries quoted 50 84 7
City of London median annual salary £78,750 £75,000 £50,000
Median salary % change year-on-year +5.00% +50.00% -23.08%
10th Percentile £45,725 £39,500 £43,500
90th Percentile £104,375 £92,500 £69,000
Central London median annual salary £65,000 £62,500 £57,500
% change year-on-year +4.00% +8.70% -11.54%

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 9,417 9,442 12,702
As % of all permanent IT jobs advertised in the City of London 90.88% 89.24% 89.66%
Number of salaries quoted 8,390 8,591 11,180
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £36,250 £35,000
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Artificial Intelligence
Job Vacancy Trend in the City of London

Job postings citing Artificial Intelligence as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Artificial Intelligence in the City of London over the 6 months to 21 January 2018.

Salary histogram for Artificial Intelligence in the City of London

For the 6 months to 21 January 2018, IT jobs citing Artificial Intelligence also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for Artificial Intelligence.

1 43 (72.88%) Machine Learning
2 33 (55.93%) Python
3 20 (33.90%) Java
3 20 (33.90%) Big Data
4 19 (32.20%) Apache Spark
4 19 (32.20%) Agile Software Development
5 18 (30.51%) Hadoop
6 17 (28.81%) C++
7 16 (27.12%) Computer Science
8 15 (25.42%) Algorithms
9 14 (23.73%) PhD
10 13 (22.03%) Finance
10 13 (22.03%) Deep Learning
11 12 (20.34%) Scala
11 12 (20.34%) Neural Network
12 11 (18.64%) Amazon AWS
12 11 (18.64%) R
12 11 (18.64%) DevOps
13 10 (16.95%) Natural Language Processing
13 10 (16.95%) Degree
13 10 (16.95%) JavaScript
14 9 (15.25%) C#
14 9 (15.25%) SQL
14 9 (15.25%) Google
14 9 (15.25%) Mathematics
14 9 (15.25%) Analytics
15 8 (13.56%) MongoDB
15 8 (13.56%) Ruby
15 8 (13.56%) Statistics
16 7 (11.86%) Software Engineering

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 19 (32.20%) Apache Spark
2 5 (8.47%) Elasticsearch
3 2 (3.39%) SAS
4 1 (1.69%) Apache Pig
4 1 (1.69%) Jupyter
Applications
1 1 (1.69%) Microsoft Office
1 1 (1.69%) Microsoft Project
1 1 (1.69%) MS Visio
Cloud Services
1 11 (18.64%) Amazon AWS
2 6 (10.17%) Microsoft Azure
3 4 (6.78%) Amazon EC2
3 4 (6.78%) Amazon S3
3 4 (6.78%) Cloud Computing
4 3 (5.08%) Amazon ELB
5 2 (3.39%) Cortana Intelligence Suite
5 2 (3.39%) PaaS
5 2 (3.39%) SaaS
6 1 (1.69%) Amazon Kinesis
6 1 (1.69%) AWS CloudFormation
6 1 (1.69%) AWS Lambda
6 1 (1.69%) Azure Machine Learning
6 1 (1.69%) GitHub
6 1 (1.69%) Google Cloud Platform
6 1 (1.69%) OpenShift
6 1 (1.69%) Serverless
Communications & Networking
1 5 (8.47%) Network Security
2 2 (3.39%) Internet
2 2 (3.39%) VPN
3 1 (1.69%) HTTP
Database & Business Intelligence
1 20 (33.90%) Big Data
2 18 (30.51%) Hadoop
3 8 (13.56%) MongoDB
4 6 (10.17%) Apache Cassandra
5 5 (8.47%) Apache Hive
5 5 (8.47%) HBase
6 4 (6.78%) Data Mining
6 4 (6.78%) NoSQL
7 3 (5.08%) Amazon RDS
7 3 (5.08%) Amazon Redshift
7 3 (5.08%) MySQL
7 3 (5.08%) Neo4j
7 3 (5.08%) Power BI
8 2 (3.39%) Amazon DynamoDB
8 2 (3.39%) PostgreSQL
8 2 (3.39%) QlikView
8 2 (3.39%) SQL Server
9 1 (1.69%) Apache Kudu
9 1 (1.69%) MarkLogic
9 1 (1.69%) Sqoop
Development Applications
1 3 (5.08%) Git (software)
2 1 (1.69%) Bitbucket
2 1 (1.69%) GitLab
2 1 (1.69%) GoCD
General
1 13 (22.03%) Finance
2 5 (8.47%) Legal
3 4 (6.78%) Law
4 3 (5.08%) Banking
5 2 (3.39%) Electronics
5 2 (3.39%) Investment Banking
6 1 (1.69%) Billing
6 1 (1.69%) Front Office
6 1 (1.69%) Pharmaceutical
6 1 (1.69%) Retail
Job Titles
1 18 (30.51%) Developer
2 8 (13.56%) Machine Learning Engineer
3 7 (11.86%) Data Scientist
4 6 (10.17%) Java Developer
5 5 (8.47%) Artificial Intelligence Developer
5 5 (8.47%) Machine Learning Scientist
6 4 (6.78%) Big Data Engineer
6 4 (6.78%) Data Engineer
6 4 (6.78%) DevOps Engineer
6 4 (6.78%) Python Developer
6 4 (6.78%) Senior Developer
7 3 (5.08%) Artificial Intelligence Engineer
7 3 (5.08%) Graduate
7 3 (5.08%) Graduate Developer
7 3 (5.08%) Graduate Software Developer
7 3 (5.08%) Graduate Software Engineer
7 3 (5.08%) Java Engineer
7 3 (5.08%) Senior Data Scientist
7 3 (5.08%) Software Developer
7 3 (5.08%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (16.95%) Natural Language Processing
2 6 (10.17%) Kafka
2 6 (10.17%) TensorFlow
3 5 (8.47%) .NET
3 5 (8.47%) CSS
3 5 (8.47%) HTML
3 5 (8.47%) NumPy
4 4 (6.78%) React
4 4 (6.78%) scikit-learn
5 3 (5.08%) AngularJS
5 3 (5.08%) ASP.NET
5 3 (5.08%) ASP.NET MVC
5 3 (5.08%) ASP.NET Web API
5 3 (5.08%) Elastic Stack
5 3 (5.08%) REST
6 2 (3.39%) CSS3
6 2 (3.39%) D3.js
6 2 (3.39%) KnockoutJS
6 2 (3.39%) Node.js
6 2 (3.39%) Ruby on Rails
Miscellaneous
1 16 (27.12%) Computer Science
2 15 (25.42%) Algorithms
3 7 (11.86%) Fintech
4 5 (8.47%) Robotics
5 4 (6.78%) Life Science
6 2 (3.39%) Analytical Skills
6 2 (3.39%) Arduino
6 2 (3.39%) Internet of Things
6 2 (3.39%) Management Information System
6 2 (3.39%) Raspberry Pi
6 2 (3.39%) Smart City
7 1 (1.69%) Enterprise Software
7 1 (1.69%) Mobile App
7 1 (1.69%) Social Media
Processes & Methodologies
1 43 (72.88%) Machine Learning
2 19 (32.20%) Agile Software Development
3 13 (22.03%) Deep Learning
4 12 (20.34%) Neural Network
5 11 (18.64%) DevOps
6 9 (15.25%) Analytics
6 9 (15.25%) Mathematics
7 8 (13.56%) Statistics
8 7 (11.86%) Microservices
8 7 (11.86%) Software Engineering
9 6 (10.17%) Data Modelling
9 6 (10.17%) Physics
9 6 (10.17%) TDD
10 5 (8.47%) Computer Vision
10 5 (8.47%) Project Management
10 5 (8.47%) Visualisation
11 4 (6.78%) Algorithmic Trading
11 4 (6.78%) Data Analytics
11 4 (6.78%) Product Management
11 4 (6.78%) Prototyping
Programming Languages
1 33 (55.93%) Python
2 20 (33.90%) Java
3 17 (28.81%) C++
4 12 (20.34%) Scala
5 11 (18.64%) R
6 10 (16.95%) JavaScript
7 9 (15.25%) C#
7 9 (15.25%) SQL
8 8 (13.56%) Ruby
9 6 (10.17%) C
10 4 (6.78%) MATLAB
11 3 (5.08%) Julia
12 2 (3.39%) Go
12 2 (3.39%) Shell Script
13 1 (1.69%) HiveQL
13 1 (1.69%) Kotlin
13 1 (1.69%) PHP
Qualifications
1 14 (23.73%) PhD
2 10 (16.95%) Degree
3 5 (8.47%) Computer Science Degree
4 2 (3.39%) PMP
4 2 (3.39%) Security Cleared
5 1 (1.69%) MAPM
5 1 (1.69%) Master's Degree
5 1 (1.69%) Numerate Degree
5 1 (1.69%) Six Sigma Black Belt
5 1 (1.69%) Six Sigma Green Belt
Quality Assurance & Compliance
1 4 (6.78%) Data Quality
2 2 (3.39%) GDPR
2 2 (3.39%) Solvency II
3 1 (1.69%) Dodd-Frank
3 1 (1.69%) EMIR
3 1 (1.69%) FATCA
3 1 (1.69%) IFRS
3 1 (1.69%) IFRS 9
3 1 (1.69%) MiFID
System Software
1 7 (11.86%) Docker
2 2 (3.39%) VMware Infrastructure
3 1 (1.69%) Apache Flume
Systems Management
1 6 (10.17%) Kubernetes
2 3 (5.08%) Hadoop YARN
3 2 (3.39%) Rancher
4 1 (1.69%) Mesos
4 1 (1.69%) Terraform
Vendors
1 9 (15.25%) Google
2 4 (6.78%) Facebook
3 3 (5.08%) IBM
3 3 (5.08%) Tableau
4 2 (3.39%) Adthena
4 2 (3.39%) Apple
4 2 (3.39%) Microsoft
4 2 (3.39%) VMware
5 1 (1.69%) Minitab
5 1 (1.69%) Oracle
5 1 (1.69%) SAP