The following table provides summary statistics for permanent job vacancies advertised in 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 24 April 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
England / London
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 144 220 398
Rank change year-on-year +76 +178  
Permanent jobs citing Machine Learning 801 646 299
As % of all permanent IT jobs advertised in London 2.35% 1.51% 0.66%
As % of the Processes & Methodologies category 2.60% 1.68% 0.75%
Number of salaries quoted 681 587 263
Median salary £70,000 £62,500 £60,000
Median salary % change year-on-year +12.00% +4.16%  
90% offered a salary of more than £50,000 £46,500 £40,000
10% offered a salary of more than £100,000 £90,000 £80,000
UK excluding London median salary £52,500 £53,250 £52,500
% change year-on-year -1.40% +1.42%  

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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30852 38441 39962
As % of all permanent IT job vacancies advertised in London 90.42% 90.12% 88.10%
Number of salaries quoted 25719 33008 33379
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.34%  
90% offered a salary of more than £40,000 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £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 London

The job posting trend of jobs advertised in 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 London

Machine Learning
Salary Trend in London

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

Salary trend for Machine Learning in London

Machine Learning
Salary Histogram in London

The salary distribution of IT jobs citing Machine Learning in London over the 3 months to 24 April 2017.

Salary histogram for Machine Learning in London

Machine Learning
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the London region over the 3 months to 24 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +87 132 £67,500 +12.50% 27
Westminster - 7 £90,000 -
Hackney - 7 - -
Stanmore - 3 £32,500 -
West End of London +6 1 - - 7
Canary Wharf -9 1 £62,500 -21.87%
Chiswick - 1 £55,000 -
Romford - 1 £47,500 -
Docklands, London - 1 £105,000 -
Machine Learning
England

For the 6 months to 24 April 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 London region with a requirement for Machine Learning.

1 792 (58.75%) Python
2 566 (41.99%) Big Data
3 524 (38.87%) Analytics
4 456 (33.83%) Java
5 441 (32.72%) Algorithms
6 400 (29.67%) Computer Science
7 384 (28.49%) SQL
8 381 (28.26%) Agile Software Development
9 378 (28.04%) R
10 349 (25.89%) PhD
11 342 (25.37%) Hadoop
12 341 (25.30%) Apache Spark
13 334 (24.78%) Finance
14 325 (24.11%) Degree
15 293 (21.74%) Mathematics
16 274 (20.33%) Scala
17 263 (19.51%) Statistics
18 214 (15.88%) Artificial Intelligence
19 211 (15.65%) Software Engineering
20 210 (15.58%) JavaScript
21 209 (15.50%) Visualisation
22 192 (14.24%) Analytical Skills
23 191 (14.17%) Amazon AWS
24 181 (13.43%) NoSQL
25 174 (12.91%) C++
26 152 (11.28%) Business Intelligence
26 152 (11.28%) Deep Learning
27 148 (10.98%) MongoDB
28 143 (10.61%) Linux
29 142 (10.53%) Data Mining

Machine Learning
Co-occurring IT Skills in 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
1 341 (25.30%) Apache Spark
2 103 (7.64%) Elasticsearch
3 99 (7.34%) SAS
4 84 (6.23%) Apache
5 51 (3.78%) Apache Solr
6 33 (2.45%) Apache Pig
7 23 (1.71%) Tomcat
8 20 (1.48%) Tornado
9 13 (0.96%) CMS
10 10 (0.74%) Confluence
11 8 (0.59%) SharePoint
12 7 (0.52%) Apache Airflow
12 7 (0.52%) Drupal
12 7 (0.52%) Luigi
13 5 (0.37%) IIS
13 5 (0.37%) JBoss
14 4 (0.30%) WordPress
15 3 (0.22%) Jupyter
15 3 (0.22%) WebSphere
16 2 (0.15%) Cloud Foundry
Applications
1 36 (2.67%) Microsoft Excel
2 25 (1.85%) SPSS
3 13 (0.96%) Microsoft Office
3 13 (0.96%) Microsoft PowerPoint
4 6 (0.45%) EViews
4 6 (0.45%) Weka
5 3 (0.22%) Gephi
6 2 (0.15%) Adobe Illustrator
6 2 (0.15%) Photoshop
6 2 (0.15%) Stata
7 1 (0.074%) GNU Octave
Business Applications
1 8 (0.59%) SAP Oil and Gas
2 4 (0.30%) CaseMap
2 4 (0.30%) Relativity
3 1 (0.074%) Oracle AML
3 1 (0.074%) Payment Gateway
3 1 (0.074%) SAP ERP
3 1 (0.074%) SAP InfiniteInsight
Cloud Services
1 191 (14.17%) Amazon AWS
2 112 (8.31%) Microsoft Azure
3 75 (5.56%) Google Cloud Platform
4 50 (3.71%) Azure Machine Learning
5 31 (2.30%) SaaS
6 26 (1.93%) GitHub
7 25 (1.85%) Amazon EMR
7 25 (1.85%) Cloud Computing
8 15 (1.11%) AWS Lambda
9 14 (1.04%) Amazon S3
10 10 (0.74%) Amazon CloudWatch
10 10 (0.74%) Amazon EC2
11 9 (0.67%) AWS CloudFormation
12 8 (0.59%) CloudFront
13 7 (0.52%) Route 53
14 6 (0.45%) Virtual Private Cloud
15 5 (0.37%) Amazon Kinesis
15 5 (0.37%) Amazon SQS
15 5 (0.37%) AWS Elastic Beanstalk
15 5 (0.37%) IaaS
Communications & Networking
1 14 (1.04%) HTTP
2 6 (0.45%) Internet
3 5 (0.37%) Firewall
3 5 (0.37%) Network Security
4 3 (0.22%) AMQP
4 3 (0.22%) Broadband
4 3 (0.22%) Cisco ASA
4 3 (0.22%) Wireshark
5 2 (0.15%) Ethernet
5 2 (0.15%) InfiniBand
5 2 (0.15%) MQTT
5 2 (0.15%) TCP/IP
6 1 (0.074%) Intranet
6 1 (0.074%) Intrusion Detection
6 1 (0.074%) IPsec
6 1 (0.074%) PPP
Database & Business Intelligence
1 566 (41.99%) Big Data
2 342 (25.37%) Hadoop
3 181 (13.43%) NoSQL
4 148 (10.98%) MongoDB
5 142 (10.53%) Data Mining
6 109 (8.09%) Data Warehouse
7 100 (7.42%) SQL Server
8 87 (6.45%) Apache Hive
9 84 (6.23%) Relational Database
10 72 (5.34%) PostgreSQL
11 65 (4.82%) SQL Server Integration Services
12 64 (4.75%) MySQL
13 63 (4.67%) Apache Cassandra
14 57 (4.23%) QlikView
15 56 (4.15%) SQL Server Reporting Services
16 52 (3.86%) Power BI
17 45 (3.34%) Neo4j
17 45 (3.34%) SQL Server Analysis Services
18 39 (2.89%) RDBMS
19 38 (2.82%) Redis
Development Applications
1 100 (7.42%) Git (software)
2 28 (2.08%) Jenkins
3 27 (2.00%) JIRA
4 22 (1.63%) Maven
5 19 (1.41%) Gradle
6 15 (1.11%) Subversion
7 13 (0.96%) Ant
7 13 (0.96%) Team Foundation Server
8 11 (0.82%) gulp
9 10 (0.74%) Vagrant
10 9 (0.67%) Mocha
11 8 (0.59%) JUnit
11 8 (0.59%) Karma Test Runner
11 8 (0.59%) SpecFlow
12 7 (0.52%) Apache Continuum
12 7 (0.52%) Talend Open Studio
12 7 (0.52%) webpack
13 6 (0.45%) Jasmine
13 6 (0.45%) Mockito
14 5 (0.37%) TestNG
General
1 334 (24.78%) Finance
2 116 (8.61%) Marketing
3 75 (5.56%) Banking
4 61 (4.53%) Telecoms
5 56 (4.15%) Retail
6 55 (4.08%) Advertising
7 51 (3.78%) Games
8 28 (2.08%) Financial Institution
8 28 (2.08%) Publishing
9 17 (1.26%) Manufacturing
10 16 (1.19%) Law
11 14 (1.04%) Electronics
12 13 (0.96%) Legal
13 12 (0.89%) Investment Banking
14 7 (0.52%) Billing
15 6 (0.45%) Pharmaceutical
16 4 (0.30%) Music Industry
17 3 (0.22%) Automotive
17 3 (0.22%) Brand Awareness
17 3 (0.22%) Multimedia
Job Titles
1 438 (32.49%) Data Scientist
2 355 (26.34%) Developer
3 143 (10.61%) Senior Data Scientist
4 102 (7.57%) Java Developer
5 90 (6.68%) Data Engineer
6 89 (6.60%) Python Developer
7 82 (6.08%) Senior Developer
8 72 (5.34%) Machine Learning Developer
9 71 (5.27%) Architect
10 70 (5.19%) Machine Learning Engineer
11 68 (5.04%) Software Engineer
12 65 (4.82%) Machine Learning Scientist
13 50 (3.71%) Consultant
14 43 (3.19%) Full Stack Developer
14 43 (3.19%) JavaScript Developer
15 36 (2.67%) Analyst
16 35 (2.60%) Java Engineer
17 33 (2.45%) Software Developer
18 31 (2.30%) Analytics Consultant
19 30 (2.23%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 120 (8.90%) Natural Language Processing
2 114 (8.46%) AngularJS
3 113 (8.38%) Node.js
4 86 (6.38%) React
5 70 (5.19%) CSS
5 70 (5.19%) HTML
6 65 (4.82%) Flask
7 64 (4.75%) RESTful
8 63 (4.67%) .NET
9 59 (4.38%) Pandas
10 58 (4.30%) Django
10 58 (4.30%) NumPy
10 58 (4.30%) REST
11 55 (4.08%) Web Services
12 50 (3.71%) scikit-learn
13 48 (3.56%) Spring
14 46 (3.41%) Kafka
15 42 (3.12%) TensorFlow
16 40 (2.97%) D3.js
17 28 (2.08%) HTML5
Miscellaneous
1 441 (32.72%) Algorithms
2 400 (29.67%) Computer Science
3 192 (14.24%) Analytical Skills
4 103 (7.64%) Greenfield Project
5 82 (6.08%) Fintech
6 58 (4.30%) User Experience
7 45 (3.34%) Data Structures
8 30 (2.23%) Management Information System
9 29 (2.15%) Robotics
10 26 (1.93%) Social Media
11 24 (1.78%) Field-Programmable Gate Array
12 22 (1.63%) Mobile App
13 21 (1.56%) Credit Risk
13 21 (1.56%) Hedge funds
14 19 (1.41%) Semantic Web
15 18 (1.34%) Public Cloud
15 18 (1.34%) Smart Home
16 16 (1.19%) Virtual Team
17 14 (1.04%) Blog
17 14 (1.04%) Client/Server
Operating Systems
1 143 (10.61%) Linux
2 26 (1.93%) Unix
3 21 (1.56%) Windows
4 19 (1.41%) Android
5 17 (1.26%) Apple iOS
6 1 (0.074%) CoreOS
6 1 (0.074%) Windows Server
Processes & Methodologies
1 524 (38.87%) Analytics
2 381 (28.26%) Agile Software Development
3 293 (21.74%) Mathematics
4 263 (19.51%) Statistics
5 214 (15.88%) Artificial Intelligence
6 211 (15.65%) Software Engineering
7 209 (15.50%) Visualisation
8 152 (11.28%) Business Intelligence
8 152 (11.28%) Deep Learning
9 141 (10.46%) Data Visualisation
10 129 (9.57%) Physics
11 125 (9.27%) Data Analytics
12 124 (9.20%) TDD
13 121 (8.98%) ETL
14 110 (8.16%) DevOps
14 110 (8.16%) Predictive Analytics
15 106 (7.86%) Open Source
16 103 (7.64%) Microservices
17 100 (7.42%) Scrum
18 97 (7.20%) Data Analysis
Programming Languages
1 792 (58.75%) Python
2 456 (33.83%) Java
3 384 (28.49%) SQL
4 378 (28.04%) R
5 274 (20.33%) Scala
6 210 (15.58%) JavaScript
7 174 (12.91%) C++
8 73 (5.42%) C#
8 73 (5.42%) Ruby
9 66 (4.90%) MATLAB
10 42 (3.12%) Bash Shell
11 35 (2.60%) C
12 34 (2.52%) Clojure
13 30 (2.23%) Go
14 26 (1.93%) PHP
15 24 (1.78%) Elixir
16 18 (1.34%) T-SQL
17 12 (0.89%) Perl
18 11 (0.82%) ES6
18 11 (0.82%) Groovy
Qualifications
1 349 (25.89%) PhD
2 325 (24.11%) Degree
3 8 (0.59%) PMI Certification
4 7 (0.52%) PMP
5 6 (0.45%) CISSP
5 6 (0.45%) Microsoft Certification
6 5 (0.37%) CEH
6 5 (0.37%) GCIH
6 5 (0.37%) OSCP
7 4 (0.30%) MCP
7 4 (0.30%) Postgraduate
8 2 (0.15%) Security Cleared
8 2 (0.15%) Sun Certification
9 1 (0.074%) CISA
9 1 (0.074%) CISM
9 1 (0.074%) DV Cleared
9 1 (0.074%) ISEB
9 1 (0.074%) ISTQB
9 1 (0.074%) MCSD
9 1 (0.074%) Oracle Certification
Quality Assurance & Compliance
1 23 (1.71%) QA
2 18 (1.34%) Data Quality
3 14 (1.04%) GCP
4 6 (0.45%) ISO/IEC 27001
4 6 (0.45%) SLA
5 3 (0.22%) GPG13
6 2 (0.15%) Actionable Recommendations
6 2 (0.15%) Cyber Essentials
6 2 (0.15%) Cyber Essentials PLUS
6 2 (0.15%) ISO 14001
6 2 (0.15%) ISO 9001
6 2 (0.15%) PMO
7 1 (0.074%) PCI DSS
System Software
1 97 (7.20%) Docker
2 20 (1.48%) HDFS
3 10 (0.74%) Snort
4 6 (0.45%) Apache Flume
5 4 (0.30%) Apache ZooKeeper
5 4 (0.30%) Virtual Machines
5 4 (0.30%) VirtualBox
5 4 (0.30%) VMware Infrastructure
6 3 (0.22%) Gluster
6 3 (0.22%) iptables
6 3 (0.22%) NFS
7 2 (0.15%) etcd
7 2 (0.15%) Firmware
7 2 (0.15%) Varnish
7 2 (0.15%) Xen
8 1 (0.074%) Active Directory
8 1 (0.074%) zsh
Systems Management
1 47 (3.49%) Kubernetes
2 24 (1.78%) Ansible
3 18 (1.34%) Opscode Chef
4 15 (1.11%) Kibana
4 15 (1.11%) logstash
4 15 (1.11%) Puppet
5 13 (0.96%) Mesos
6 9 (0.67%) Terraform
7 7 (0.52%) Docker Swarm
8 6 (0.45%) Grafana
8 6 (0.45%) Oozie
8 6 (0.45%) StatsD
9 5 (0.37%) Fluentd
9 5 (0.37%) QRadar
10 4 (0.30%) Capistrano
10 4 (0.30%) Packer
10 4 (0.30%) Pingdom
10 4 (0.30%) Salt
11 3 (0.22%) Hadoop YARN
11 3 (0.22%) HAProxy
Vendors
1 103 (7.64%) Microsoft
2 102 (7.57%) Tableau
3 101 (7.49%) Google
4 47 (3.49%) Oracle
5 29 (2.15%) SAP
6 20 (1.48%) IBM
7 19 (1.41%) Hortonworks
8 16 (1.19%) RapidMiner
8 16 (1.19%) Twitter
9 15 (1.11%) Cloudera
10 13 (0.96%) New Relic
11 12 (0.89%) Facebook
11 12 (0.89%) Teradata
12 11 (0.82%) AppDynamics
12 11 (0.82%) MicroStrategy
12 11 (0.82%) Splunk
13 9 (0.67%) Atlassian
14 8 (0.59%) MapR
14 8 (0.59%) Xamarin
15 7 (0.52%) Talend
City, London
Understanding Recruitment
Salary: £50000.00 - £80000.00 per annum + Bens - Equity
Posted: 19 hours ago
City, London
Understanding Recruitment
Salary: £80000 - £140000 per annum + Bens - Equity
Posted: 19 hours ago
East London
Understanding Recruitment
Salary: £70000 - £80000 per annum + equity
Posted: 19 hours ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 13 hours ago
London
Eligo Recruitment Ltd
Salary: £55000 - £65000 per annum + Bonus, Healthcare, Pension
Posted: 11 hours ago
East London
Understanding Recruitment
Salary: £50000 - £80000 per annum + Stock Options
Posted: 19 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 19 hours ago
London
Talent Point Ltd
Salary: £55000.00 - £70000.00 per annum
Posted: 11 hours ago
North West London
Understanding Recruitment
Salary: £60000 - £65000 per annum + bens
Posted: 22 hours ago
London
Talent Point Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: 11 hours ago
London
IC Resources
Salary: £60000 - £70000 per annum + depending on experience
Posted: 15 hours ago
London
McGregor Boyall
Salary: £70000 - £120000 per annum + Benefits
Posted: 3 days ago
London
Big Wednesday Digital Ltd
Salary: £75000 - £150000 per annum + Negotiable
Posted: 4 days ago
London
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: 9 hours ago
Central London / West End
Understanding Recruitment
Salary: £45000 - £50000 per annum + bens - stock options
Posted: 21 hours ago
Central London / West End
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens - options
Posted: 21 hours ago
London
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 5 days ago
City, London
Experis Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: 3 days ago
London
Computer Futures
Salary: £75000 - £85000 per annum + Competitive benefits
Posted: 3 days ago
London
Digital Skills
Salary: From £100,000 to £120,000 per annum Plus excellent benefits & amazing
Posted: 3 days ago
Central London / West End
ClearCube Consulting
Salary: Up to £80,000 per annum
Posted: 4 days ago
London
X4 Group
Salary: £25k - 30k per year + generous benefits package
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £30,000 to £50,000 per annum
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £30,000 to £50,000 per annum
Posted: 4 days ago
City, London
Oliver Bernard
Salary: £75000 - £85000 per annum + bonus, 25 days holiday
Posted: 5 days ago
London
ClearCube Consulting
Salary: From £45,000 to £90,000 per annum
Posted: 4 days ago
London
Martin & Conley
Salary: £85000 - £95000 per annum + EXCELLENT BENEFITS
Posted: 3 days ago
London
Capita Resourcing - IT Resourcing
Salary: £40000 - £50000.00 per annum + Benefits
Posted: 3 days ago
East London
Lorien Resourcing
Salary: £28000 - £52000 per annum
Posted: 3 days ago
City, London
TEKsystems
Salary: £50000 - £120000 per annum
Posted: 2 days ago