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 30 March 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
London / City of London
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 115 184 298
Rank change year-on-year +69 +114  
Permanent jobs citing Machine Learning 118 79 29
As % of all permanent IT jobs advertised in the City of London 2.28% 1.10% 0.28%
As % of the Processes & Methodologies category 2.52% 1.22% 0.32%
Number of salaries quoted 116 68 27
Median salary £67,500 £62,500 £57,500
Median salary % change year-on-year +8.00% +8.69%  
90% offered a salary of more than £52,500 £45,000 £42,500
10% offered a salary of more than £92,500 £90,000 £82,000
UK excluding London median salary £52,500 £52,500 £52,500

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 4682 6500 9143
As % of all permanent IT job vacancies advertised in the City of London 90.46% 90.28% 87.85%
Number of salaries quoted 4276 5788 7697
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 £41,000 £41,500 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 30 March 2017.

Salary histogram for Machine Learning in the City of London

For the 6 months to 30 March 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.

1 108 (59.67%) Python
2 89 (49.17%) Big Data
3 82 (45.30%) Analytics
4 73 (40.33%) Algorithms
5 66 (36.46%) SQL
6 65 (35.91%) Hadoop
7 58 (32.04%) R
8 53 (29.28%) Computer Science
9 50 (27.62%) Java
10 48 (26.52%) Apache Spark
11 46 (25.41%) Degree
12 45 (24.86%) Finance
13 44 (24.31%) Mathematics
14 43 (23.76%) Agile Software Development
15 41 (22.65%) Statistics
16 39 (21.55%) NoSQL
17 38 (20.99%) Amazon AWS
18 37 (20.44%) PhD
19 36 (19.89%) Visualisation
20 33 (18.23%) Scala
20 33 (18.23%) Data Mining
21 30 (16.57%) Analytical Skills
22 26 (14.36%) Data Analytics
22 26 (14.36%) Business Intelligence
23 24 (13.26%) Natural Language Processing
24 23 (12.71%) Artificial Intelligence
25 22 (12.15%) Software Engineering
25 22 (12.15%) Marketing
26 19 (10.50%) Open Source
26 19 (10.50%) Apache Hive

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 (26.52%) Apache Spark
2 14 (7.73%) SAS
3 7 (3.87%) Elasticsearch
4 6 (3.31%) Apache Pig
5 1 (0.55%) CMS
5 1 (0.55%) Drupal
5 1 (0.55%) WordPress
Applications
1 7 (3.87%) SPSS
2 2 (1.10%) Gephi
Business Applications
1 3 (1.66%) CaseMap
1 3 (1.66%) Relativity
Cloud Services
1 38 (20.99%) Amazon AWS
2 11 (6.08%) Amazon EMR
3 10 (5.52%) Google Cloud Platform
4 5 (2.76%) GitHub
4 5 (2.76%) Microsoft Azure
5 4 (2.21%) Amazon S3
6 3 (1.66%) SaaS
7 2 (1.10%) Amazon SQS
7 2 (1.10%) AWS CloudFormation
8 1 (0.55%) Amazon CloudWatch
8 1 (0.55%) Amazon EC2
8 1 (0.55%) Amazon Kinesis
8 1 (0.55%) AWS Lambda
8 1 (0.55%) CloudFront
8 1 (0.55%) Datadog
8 1 (0.55%) IBM Cloud
8 1 (0.55%) Route 53
Communications & Networking
1 2 (1.10%) HTTP
2 1 (0.55%) PPP
Database & Business Intelligence
1 89 (49.17%) Big Data
2 65 (35.91%) Hadoop
3 39 (21.55%) NoSQL
4 33 (18.23%) Data Mining
5 19 (10.50%) Apache Hive
6 15 (8.29%) MongoDB
7 11 (6.08%) Apache Cassandra
7 11 (6.08%) SQL Server
8 10 (5.52%) Data Warehouse
9 9 (4.97%) Relational Database
9 9 (4.97%) SQL Server Reporting Services
10 8 (4.42%) Text Mining
11 7 (3.87%) PostgreSQL
12 6 (3.31%) BusinessObjects
12 6 (3.31%) Redis
13 5 (2.76%) Aerospike
13 5 (2.76%) BigQuery
14 4 (2.21%) Neo4j
15 3 (1.66%) MS Access
15 3 (1.66%) QlikView
Development Applications
1 8 (4.42%) JIRA
2 7 (3.87%) Gradle
3 6 (3.31%) Git (software)
4 5 (2.76%) Jenkins
4 5 (2.76%) Maven
5 4 (2.21%) gulp
6 3 (1.66%) Ant
6 3 (1.66%) Buildbot
6 3 (1.66%) Eclipse
6 3 (1.66%) Grunt
6 3 (1.66%) Hudson
7 2 (1.10%) Vagrant
8 1 (0.55%) Atlassian Bamboo
8 1 (0.55%) Codeship
8 1 (0.55%) JUnit
8 1 (0.55%) Mockito
8 1 (0.55%) Spock
General
1 45 (24.86%) Finance
2 22 (12.15%) Marketing
3 13 (7.18%) Retail
4 10 (5.52%) Publishing
5 6 (3.31%) Advertising
6 4 (2.21%) Banking
6 4 (2.21%) Financial Institution
6 4 (2.21%) Law
7 3 (1.66%) Brand Awareness
7 3 (1.66%) Legal
8 2 (1.10%) Games
9 1 (0.55%) Front Office
9 1 (0.55%) Investment Banking
9 1 (0.55%) Music Industry
9 1 (0.55%) Telecoms
Job Titles
1 67 (37.02%) Data Scientist
2 45 (24.86%) Developer
3 22 (12.15%) Java Developer
4 21 (11.60%) Senior Data Scientist
5 15 (8.29%) Senior Developer
6 13 (7.18%) Analyst
7 12 (6.63%) Architect
7 12 (6.63%) Machine Learning Developer
8 11 (6.08%) Data Architect
9 10 (5.52%) AWS Architect
9 10 (5.52%) Big Data Architect
9 10 (5.52%) Hadoop Architect
9 10 (5.52%) Senior Java Developer
10 9 (4.97%) Consultant
10 9 (4.97%) Python Developer
10 9 (4.97%) Software Engineer
11 8 (4.42%) Data Engineer
12 7 (3.87%) C++ Developer
12 7 (3.87%) Machine Learning Scientist
13 6 (3.31%) Project Manager
Libraries, Frameworks & Software Standards
1 24 (13.26%) Natural Language Processing
2 15 (8.29%) Web Services
3 11 (6.08%) NumPy
3 11 (6.08%) Spring
4 10 (5.52%) .NET
4 10 (5.52%) CSS
5 9 (4.97%) RESTful
6 8 (4.42%) Pandas
7 7 (3.87%) D3.js
7 7 (3.87%) HTML
8 6 (3.31%) Node.js
9 5 (2.76%) Django
9 5 (2.76%) Flask
9 5 (2.76%) REST
9 5 (2.76%) scikit-learn
9 5 (2.76%) TensorFlow
10 4 (2.21%) AngularJS
10 4 (2.21%) SciPy
10 4 (2.21%) SOAP
11 3 (1.66%) STL
Miscellaneous
1 73 (40.33%) Algorithms
2 53 (29.28%) Computer Science
3 30 (16.57%) Analytical Skills
4 15 (8.29%) Credit Risk
5 9 (4.97%) Fintech
6 7 (3.87%) Data Structures
6 7 (3.87%) User Experience
7 4 (2.21%) Management Information System
8 3 (1.66%) CUDA
8 3 (1.66%) Hedge funds
8 3 (1.66%) Mobile App
8 3 (1.66%) Robotics
8 3 (1.66%) Semantic Web
8 3 (1.66%) Virtual Team
9 2 (1.10%) Clustering
9 2 (1.10%) PMI
9 2 (1.10%) Social Media
9 2 (1.10%) Tandem
10 1 (0.55%) BBC
10 1 (0.55%) Foreign Exchange (FX)
Operating Systems
1 5 (2.76%) Unix
2 3 (1.66%) Android
3 2 (1.10%) Apple iOS
3 2 (1.10%) Linux
4 1 (0.55%) Windows
4 1 (0.55%) Windows Server
Processes & Methodologies
1 82 (45.30%) Analytics
2 44 (24.31%) Mathematics
3 43 (23.76%) Agile Software Development
4 41 (22.65%) Statistics
5 36 (19.89%) Visualisation
6 26 (14.36%) Business Intelligence
6 26 (14.36%) Data Analytics
7 23 (12.71%) Artificial Intelligence
8 22 (12.15%) Software Engineering
9 19 (10.50%) Open Source
10 18 (9.94%) Web Analytics
11 17 (9.39%) OO
12 15 (8.29%) Data Analysis
12 15 (8.29%) E-Commerce
12 15 (8.29%) MapReduce
12 15 (8.29%) Scrum
13 13 (7.18%) Deep Learning
13 13 (7.18%) DevOps
13 13 (7.18%) Microservices
14 12 (6.63%) Data Visualisation
Programming Languages
1 108 (59.67%) Python
2 66 (36.46%) SQL
3 58 (32.04%) R
4 50 (27.62%) Java
5 33 (18.23%) Scala
6 18 (9.94%) C++
6 18 (9.94%) JavaScript
7 8 (4.42%) T-SQL
8 7 (3.87%) C#
9 6 (3.31%) MATLAB
10 4 (2.21%) Clojure
10 4 (2.21%) Elixir
10 4 (2.21%) Ruby
10 4 (2.21%) SPARQL
11 3 (1.66%) PHP
12 2 (1.10%) PowerShell
13 1 (0.55%) Bash Shell
13 1 (0.55%) C
13 1 (0.55%) GraphQL
13 1 (0.55%) Shell Script
Qualifications
1 46 (25.41%) Degree
2 37 (20.44%) PhD
3 2 (1.10%) PMI Certification
4 1 (0.55%) Postgraduate
4 1 (0.55%) Sun Certification
Quality Assurance & Compliance
1 2 (1.10%) GCP
2 1 (0.55%) Data Quality
System Software
1 8 (4.42%) Docker
2 2 (1.10%) VMware Infrastructure
2 2 (1.10%) Xen
3 1 (0.55%) Virtual Machines
3 1 (0.55%) VirtualBox
Systems Management
1 3 (1.66%) Puppet
2 2 (1.10%) Kubernetes
2 2 (1.10%) Opscode Chef
2 2 (1.10%) Salt
3 1 (0.55%) Capistrano
3 1 (0.55%) Dokku
3 1 (0.55%) Pingdom
Vendors
1 9 (4.97%) Google
1 9 (4.97%) SAP
2 8 (4.42%) Microsoft
2 8 (4.42%) MicroStrategy
2 8 (4.42%) Tableau
3 6 (3.31%) Twitter
4 3 (1.66%) Cloudera
4 3 (1.66%) Hortonworks
4 3 (1.66%) Oracle
4 3 (1.66%) Rackspace
4 3 (1.66%) Recommind
4 3 (1.66%) Teradata
5 2 (1.10%) Facebook
5 2 (1.10%) IBM
5 2 (1.10%) Splunk
5 2 (1.10%) VMware
6 1 (0.55%) BT
6 1 (0.55%) Salesforce.com
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: 11 hours ago
City, London
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £120k to £150k + bonus + benefits
Posted: Yesterday
City, London
Eutopia Solutions Ltd
Salary: £60000 - £75000 per annum
Posted: Yesterday
City of London
Energize Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum + Flexible working, Macbook, Pension
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £76400 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £90k to £120k + bonus (100%+) + benefits
Posted: 2 days ago
City, London
Tiro Partners
Salary: £80000 - £100000 per annum + + benefits
Posted: Yesterday
City, London
Eutopia Solutions Ltd
Salary: £40000.00 - £60000.00 per annum + package & bonus
Posted: 14 hours ago
City of London
ABILITY Resorucing Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
Networking People
Salary: £50000 - £65000 per annum + Share Options + Excellent Benefits
Posted: 3 days ago
City, London
GridCell
Salary: From £40,000 to £60,000 per annum Bonuses, Pension, Training Allowance
Posted: 2 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 3 days ago
City, London
Empiric.com
Salary: From £50,000 to £65,000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Oliver Bernard
Salary: £60000 - £70000 per annum + Excellent benefits
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 6 days ago
City, London
TEKsystems
Salary: £80000 - £95000 per annum + benefits + bonus
Posted: 6 days ago
City, London
Oliver Bernard
Salary: £65000 - £70000 per annum
Posted: 3 days ago
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 6 days ago
City, London
TEKsystems
Salary: £50000 - £120000 per annum
Posted: 5 days ago
City, London
Arnold Ash
Salary: Company Benefits
Posted: 3 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + bonus
Posted: 7 days ago
City of London
ABILITY Resorucing Ltd
Salary: £40000 - £60000 per annum
Posted: 8 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 7 days ago
City of London
Michael Page Technology
Salary: £95000 - £115000 per annum
Posted: 21 days ago
City, London
TLP Consultancy Ltd.
Salary: £50000 - £65000 per annum + excellent package
Posted: 6 days ago
City, London
Parallel Consulting
Salary: £90000 - £120000 per annum + Bonus+ Excellent Benefits
Posted: 6 days ago
City of London
Huxley
Salary: competitive
Posted: 8 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 21 days ago