The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
London / City of London
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 111 177 263
Rank change year-on-year +66 +86  
Permanent jobs citing Machine Learning 131 83 49
As % of all permanent IT jobs advertised in the City of London 2.50% 1.32% 0.47%
As % of the Processes & Methodologies category 2.80% 1.46% 0.53%
Number of salaries quoted 116 68 35
Median salary £65,000 £60,000 £65,000
Median salary % change year-on-year +8.33% -7.69%  
90% offered a salary of more than £50,000 £47,500 £45,500
10% offered a salary of more than £96,250 £90,000 £83,000
UK excluding London median salary £50,000 £50,000 £50,000

Machine Learning is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4674 5696 9220
As % of all permanent IT job vacancies advertised in the City of London 89.25% 90.60% 89.24%
Number of salaries quoted 4129 5199 7893
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £40,000 £40,000 £39,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Machine Learning
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Machine Learning as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Machine Learning in the City of London

Machine Learning
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in the City of London.

Salary trend for Machine Learning in the City of London

Machine Learning
Salary Histogram in the City of London

The salary distribution of IT jobs citing Machine Learning in the City of London over the 3 months to 26 June 2017.

Salary histogram for Machine Learning in the City of London

For the 6 months to 26 June 2017, IT jobs citing Machine Learning 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 Machine Learning.

1 146 (59.11%) Python
2 94 (38.06%) Java
3 93 (37.65%) SQL
4 89 (36.03%) Analytics
5 86 (34.82%) Agile Software Development
6 81 (32.79%) Big Data
7 72 (29.15%) Finance
7 72 (29.15%) R
8 69 (27.94%) Amazon AWS
9 65 (26.32%) Algorithms
10 58 (23.48%) Computer Science
11 57 (23.08%) Degree
12 53 (21.46%) Hadoop
12 53 (21.46%) Visualisation
13 48 (19.43%) Business Intelligence
13 48 (19.43%) Apache Spark
14 41 (16.60%) NoSQL
15 38 (15.38%) Natural Language Processing
15 38 (15.38%) Analytical Skills
16 37 (14.98%) Scala
16 37 (14.98%) Marketing
17 36 (14.57%) Mathematics
17 36 (14.57%) Artificial Intelligence
18 34 (13.77%) Data Analytics
19 33 (13.36%) Google Cloud Platform
20 32 (12.96%) Statistics
20 32 (12.96%) Microservices
21 30 (12.15%) TDD
21 30 (12.15%) Data Mining
21 30 (12.15%) PhD

Machine Learning
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 48 (19.43%) Apache Spark
2 20 (8.10%) SAS
3 4 (1.62%) Elasticsearch
4 3 (1.21%) Apache
4 3 (1.21%) Apache Pig
5 2 (0.81%) Apache Airflow
5 2 (0.81%) Apache Solr
5 2 (0.81%) CMS
5 2 (0.81%) Confluence
6 1 (0.40%) Drupal
6 1 (0.40%) WebSphere
6 1 (0.40%) WordPress
Applications
1 7 (2.83%) SPSS
2 1 (0.40%) Chatbot
2 1 (0.40%) Gephi
Business Applications
1 8 (3.24%) Revive Adserver
1 8 (3.24%) SAP Oil and Gas
2 4 (1.62%) CaseMap
2 4 (1.62%) Relativity
3 2 (0.81%) FastStats
Cloud Services
1 69 (27.94%) Amazon AWS
2 33 (13.36%) Google Cloud Platform
3 17 (6.88%) Microsoft Azure
4 8 (3.24%) Azure Machine Learning
5 7 (2.83%) Amazon EMR
6 6 (2.43%) Amazon S3
7 5 (2.02%) Amazon CloudWatch
7 5 (2.02%) Amazon SQS
7 5 (2.02%) SaaS
8 4 (1.62%) Amazon EC2
8 4 (1.62%) AWS Lambda
8 4 (1.62%) CloudFront
9 3 (1.21%) AWS CloudFormation
9 3 (1.21%) GitHub
10 2 (0.81%) AWS Elastic Beanstalk
10 2 (0.81%) Route 53
10 2 (0.81%) Virtual Private Cloud
11 1 (0.40%) Amazon Kinesis
11 1 (0.40%) Datadog
11 1 (0.40%) OpenShift
Communications & Networking
1 2 (0.81%) HTTP
2 1 (0.40%) Internet
Database & Business Intelligence
1 81 (32.79%) Big Data
2 53 (21.46%) Hadoop
3 41 (16.60%) NoSQL
4 30 (12.15%) Data Mining
5 24 (9.72%) Data Warehouse
6 20 (8.10%) SQL Server
7 19 (7.69%) Apache Cassandra
8 17 (6.88%) Apache Hive
9 14 (5.67%) MongoDB
9 14 (5.67%) PostgreSQL
9 14 (5.67%) Text Mining
10 12 (4.86%) QlikView
10 12 (4.86%) SQL Server Reporting Services
11 9 (3.64%) Amazon Redshift
11 9 (3.64%) BigQuery
12 8 (3.24%) BusinessObjects
12 8 (3.24%) Lumira
12 8 (3.24%) Oracle Reports
13 7 (2.83%) Power BI
13 7 (2.83%) SQL Server 2012
Development Applications
1 17 (6.88%) JIRA
2 11 (4.45%) Git (software)
3 7 (2.83%) Selenium
4 5 (2.02%) SpecFlow
4 5 (2.02%) Talend Open Studio
4 5 (2.02%) Team Foundation Server
5 4 (1.62%) Eclipse
5 4 (1.62%) Gradle
6 3 (1.21%) Maven
7 2 (0.81%) Ant
7 2 (0.81%) CircleCI
7 2 (0.81%) Grunt
7 2 (0.81%) gulp
7 2 (0.81%) Jasmine
7 2 (0.81%) JUnit
7 2 (0.81%) Mocha
7 2 (0.81%) Spock
7 2 (0.81%) webpack
8 1 (0.40%) Codeship
8 1 (0.40%) UI Automator
General
1 72 (29.15%) Finance
2 37 (14.98%) Marketing
3 18 (7.29%) Retail
4 17 (6.88%) Publishing
5 9 (3.64%) Banking
5 9 (3.64%) Games
5 9 (3.64%) Telecoms
6 8 (3.24%) Electronics
6 8 (3.24%) Manufacturing
7 5 (2.02%) Advertising
8 4 (1.62%) Automotive
8 4 (1.62%) Financial Institution
8 4 (1.62%) Law
8 4 (1.62%) Legal
8 4 (1.62%) Pharmaceutical
9 3 (1.21%) Brand Awareness
10 1 (0.40%) Investment Banking
10 1 (0.40%) Music Industry
10 1 (0.40%) Wholesale Banking
Job Titles
1 78 (31.58%) Developer
2 71 (28.74%) Data Scientist
3 33 (13.36%) Java Developer
4 23 (9.31%) Senior Developer
5 21 (8.50%) Senior Data Scientist
6 20 (8.10%) Python Developer
7 19 (7.69%) Analyst
7 19 (7.69%) Machine Learning Developer
8 15 (6.07%) Data Analytics Scientist
9 12 (4.86%) Consultant
9 12 (4.86%) Software Engineer
10 11 (4.45%) Machine Learning Engineer
11 10 (4.05%) Data Engineer
11 10 (4.05%) Senior Java Developer
12 9 (3.64%) Software Developer
13 8 (3.24%) C++ Developer
13 8 (3.24%) MicroStrategy Analyst
14 7 (2.83%) Lead Developer
15 6 (2.43%) Architect
16 5 (2.02%) Project Manager
Libraries, Frameworks & Software Standards
1 38 (15.38%) Natural Language Processing
2 21 (8.50%) .NET
2 21 (8.50%) REST
3 14 (5.67%) CSS
3 14 (5.67%) Web Services
4 12 (4.86%) TensorFlow
5 11 (4.45%) HTML
5 11 (4.45%) Spring
6 10 (4.05%) React
7 9 (3.64%) AngularJS
8 8 (3.24%) D3.js
9 7 (2.83%) ASP.NET
9 7 (2.83%) ASP.NET MVC
9 7 (2.83%) HTML5
9 7 (2.83%) Lucene
9 7 (2.83%) Node.js
10 6 (2.43%) .NET Core
10 6 (2.43%) Kafka
10 6 (2.43%) WCF
10 6 (2.43%) WPF
Miscellaneous
1 65 (26.32%) Algorithms
2 58 (23.48%) Computer Science
3 38 (15.38%) Analytical Skills
4 17 (6.88%) Greenfield Project
5 16 (6.48%) HoloLens
6 10 (4.05%) Data Structures
6 10 (4.05%) HTC Vive
6 10 (4.05%) Oculus Rift
6 10 (4.05%) User Experience
7 9 (3.64%) Mobile App
8 8 (3.24%) Credit Risk
8 8 (3.24%) Virtual Team
9 7 (2.83%) Fintech
9 7 (2.83%) Semantic Web
10 4 (1.62%) Clustering
10 4 (1.62%) Management Information System
10 4 (1.62%) Streaming Media
11 2 (0.81%) Hedge funds
11 2 (0.81%) Social Media
11 2 (0.81%) Tandem
Operating Systems
1 8 (3.24%) Android
2 6 (2.43%) Windows
3 5 (2.02%) Apple iOS
4 3 (1.21%) Linux
5 2 (0.81%) Unix
6 1 (0.40%) Windows Server
Processes & Methodologies
1 89 (36.03%) Analytics
2 86 (34.82%) Agile Software Development
3 53 (21.46%) Visualisation
4 48 (19.43%) Business Intelligence
5 36 (14.57%) Artificial Intelligence
5 36 (14.57%) Mathematics
6 34 (13.77%) Data Analytics
7 32 (12.96%) Microservices
7 32 (12.96%) Statistics
8 30 (12.15%) TDD
9 29 (11.74%) Data Visualisation
9 29 (11.74%) Software Engineering
10 27 (10.93%) DevOps
11 22 (8.91%) OO
12 21 (8.50%) Scrum
13 18 (7.29%) Open Source
14 17 (6.88%) E-Commerce
14 17 (6.88%) Validation
15 16 (6.48%) Continuous Integration
15 16 (6.48%) Data Analysis
Programming Languages
1 146 (59.11%) Python
2 94 (38.06%) Java
3 93 (37.65%) SQL
4 72 (29.15%) R
5 37 (14.98%) Scala
6 26 (10.53%) C++
6 26 (10.53%) JavaScript
7 16 (6.48%) C#
8 12 (4.86%) Ruby
8 12 (4.86%) T-SQL
9 11 (4.45%) PHP
10 8 (3.24%) MATLAB
11 5 (2.02%) Apple Swift
11 5 (2.02%) Groovy
11 5 (2.02%) Objective-C
12 4 (1.62%) Clojure
12 4 (1.62%) Elixir
13 2 (0.81%) PowerShell
14 1 (0.40%) F#
14 1 (0.40%) SPARQL
Qualifications
1 57 (23.08%) Degree
2 30 (12.15%) PhD
3 10 (4.05%) Computer Science Degree
4 4 (1.62%) Master's Degree
5 3 (1.21%) Numerate Degree
6 2 (0.81%) Sun Certification
7 1 (0.40%) DV Cleared
7 1 (0.40%) SC Cleared
7 1 (0.40%) Security Cleared
Quality Assurance & Compliance
1 11 (4.45%) GCP
2 5 (2.02%) QA
3 2 (0.81%) Data Quality
System Software
1 18 (7.29%) Docker
2 3 (1.21%) HDFS
3 1 (0.40%) Apache ZooKeeper
Systems Management
1 8 (3.24%) Kubernetes
2 3 (1.21%) Ansible
3 2 (0.81%) Puppet
4 1 (0.40%) Capistrano
4 1 (0.40%) Pingdom
Vendors
1 26 (10.53%) Google
2 24 (9.72%) SAP
3 21 (8.50%) Tableau
4 15 (6.07%) Microsoft
5 11 (4.45%) MicroStrategy
6 9 (3.64%) Oracle
7 8 (3.24%) Teradata
7 8 (3.24%) Twitter
8 7 (2.83%) New Relic
9 5 (2.02%) AppDynamics
9 5 (2.02%) Atlassian
9 5 (2.02%) Talend
9 5 (2.02%) Xamarin
10 4 (1.62%) DoubleClick
10 4 (1.62%) Recommind
11 3 (1.21%) Hortonworks
11 3 (1.21%) Vertica
12 2 (0.81%) Alteryx
12 2 (0.81%) PagerDuty
12 2 (0.81%) Splunk
City, London
Montash
Salary: From £90,000 to £100,000 per annum + 10% Bonus + Pensions + Healthcare
Posted: 8 hours ago
City, London
Networking People
Salary: £80000 per annum + Discretionary bonus
Posted: 8 hours ago
City, London
Client Server
Salary: £60k to £75k + benefits
Posted: 19 hours ago
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: 8 hours ago
City, London
Harrington Starr
Salary: £40000 - £50000 per annum + Bonus and Benefits
Posted: 14 hours ago
City, London
Harrington Starr
Salary: £40000 - £50000 per annum + Bonus and Benefits
Posted: 14 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £65000 - £95000 per annum + Negotiable
Posted: 18 hours ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 - £90000 Per Annum Plus Excellent Benefits
Posted: Yesterday
City, London
TEKsystems
Salary: £45000 - £60000 per annum + bonus, benefits and stock
Posted: 5 days ago
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 3 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 5 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 4 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 2 days ago
City, London
Burns Sheehan
Salary: £35000 - £70000 per annum + Bonus and working from home
Posted: 6 days ago
City, London
Oliver Bernard
Salary: £95000 - £110000 per annum
Posted: 5 days ago
City, London
Searchability
Salary: £40000 - £70000 per annum
Posted: 6 days ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 4 days ago
City, London
GTA
Posted: 13 days ago
City of London
Schroders
Posted: 6 days ago
City, London
Talent Point Ltd
Salary: £70000.00 - £100000.00 per annum
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Salary: £95000 - £150000 per annum + Negotiable
Posted: 2 days ago
City, London
Talent Point Ltd
Salary: £80000 - £110000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000
Posted: 3 days ago
City, London
Hotels.com
Salary: Competitive
Posted: 17 days ago
City, London
ANSON MCCADE
Salary: £65,000-£85,000 plus an incredible package
Posted: 6 days ago
City, London
Hotels.com
Salary: Competitive
Posted: 17 days ago
City of London
People Source Consulting
Salary: £45000 - £50000 per annum + benefits
Posted: 19 days ago
City of London
People Source Consulting
Salary: £50000 - £55000 per annum + benefits
Posted: 19 days ago
City of London
Cathcart Associates
Salary: £45000 - £60000 per annum + flexible working
Posted: 19 days ago