The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Machine Learning
Rank 215 287 384
Rank change year-on-year
+72 +97
Permanent jobs citing Machine Learning 549 468 310
As % of all permanent IT jobs located in London 1.56% 1.07% 0.68%
As % of the Processes & Methodologies category 1.76% 1.22% 0.79%
Number of salaries quoted 497 401 277
Median salary £67,500 £67,500 £57,500
Median salary % change year-on-year
- +17.39%
90% offered a salary of more than £45,000 £45,000 £40,600
10% offered a salary of more than £99,000 £95,000 £80,000
UK excluding London median salary £50,000 £51,500 £40,000
% change year-on-year
-2.91% +28.75%
Machine Learning
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
31262 38494 39276
As % of all permanent IT jobs located in London 89.09% 88.20% 86.21%
Number of salaries quoted 26542 32454 33138
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
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 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Machine Learning as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Machine Learning Jobs Demand Trend 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 across the London region.

Machine Learning Salary Trend in London

Machine Learning
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Machine Learning across the London region over the 3 months to 3 December 2016.

Machine Learning Salary Histogram 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 3 December 2016. 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
(Click see detailed
statistics and trends)
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 +53 67 £72,500 -14.70% 21
Westminster - 8 £82,500 -
Hackney - 1 £47,500 -
Paddington - 1 £39,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 3 December 2016, 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.

1 672 (56.85%) Python
2 485 (41.03%) Big Data
3 458 (38.75%) Analytics
4 437 (36.97%) Java
5 431 (36.46%) Algorithms
6 394 (33.33%) Computer Science
7 343 (29.02%) Degree
8 336 (28.43%) SQL
9 304 (25.72%) Hadoop
10 300 (25.38%) Agile Software Development
11 296 (25.04%) PhD
12 288 (24.37%) R
13 275 (23.27%) Mathematics
14 273 (23.10%) Apache Spark
15 267 (22.59%) Statistics
16 245 (20.73%) Software Engineering
17 222 (18.78%) Finance
18 207 (17.51%) NoSQL
19 201 (17.01%) Analytical Skills
20 192 (16.24%) Scala
21 189 (15.99%) Amazon AWS
22 183 (15.48%) C++
23 173 (14.64%) JavaScript
24 170 (14.38%) Visualisation
24 170 (14.38%) Artificial Intelligence
25 155 (13.11%) Data Mining
26 130 (11.00%) Business Intelligence
27 128 (10.83%) Data Analysis
28 126 (10.66%) Data Analytics
29 123 (10.41%) Marketing

Machine Learning
Top Related 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
1 273 (23.10%) Apache Spark
2 85 (7.19%) SAS
3 66 (5.58%) Elasticsearch
4 44 (3.72%) Apache
5 30 (2.54%) Apache Pig
6 26 (2.20%) Apache Solr
7 23 (1.95%) Tomcat
8 20 (1.69%) SharePoint
9 9 (0.76%) JBoss
10 7 (0.59%) Jetty
10 7 (0.59%) WildFly
11 5 (0.42%) CMS
11 5 (0.42%) Confluence
11 5 (0.42%) IIS
11 5 (0.42%) Jupyter
11 5 (0.42%) nginx
12 3 (0.25%) Drupal
12 3 (0.25%) IPython
13 2 (0.17%) Cloud Foundry
14 1 (0.085%) Tornado
Applications
1 43 (3.64%) SPSS
2 26 (2.20%) MS Excel
3 13 (1.10%) Chatbot
4 12 (1.02%) GNU Octave
5 6 (0.51%) Gephi
6 5 (0.42%) MS Office
6 5 (0.42%) MS PowerPoint
7 4 (0.34%) EViews
8 3 (0.25%) Stata
9 2 (0.17%) CPLEX
10 1 (0.085%) Adobe Illustrator
10 1 (0.085%) Mathematica
10 1 (0.085%) Photoshop
10 1 (0.085%) Weka
Business Applications
1 8 (0.68%) SAP Oil and Gas
2 3 (0.25%) Dynamics CRM
2 3 (0.25%) ReMetrica
3 2 (0.17%) IBM Operational Decision Manager
3 2 (0.17%) Oracle AML
3 2 (0.17%) Oracle Financials
4 1 (0.085%) SAP ERP
Cloud Services
1 189 (15.99%) Amazon AWS
2 95 (8.04%) Microsoft Azure
3 46 (3.89%) Google Cloud Platform
4 41 (3.47%) Amazon EMR
4 41 (3.47%) Cloud Computing
5 38 (3.21%) Amazon EC2
6 35 (2.96%) SaaS
7 32 (2.71%) Amazon S3
8 27 (2.28%) PaaS
9 25 (2.12%) GitHub
10 16 (1.35%) Azure Machine Learning
11 14 (1.18%) Data Lake Analytics
12 11 (0.93%) Amazon Kinesis
13 10 (0.85%) AWS Elastic Beanstalk
13 10 (0.85%) Heroku
14 8 (0.68%) IaaS
15 7 (0.59%) Virtual Private Cloud
16 6 (0.51%) Amazon ELB
17 4 (0.34%) IBM Cloud
18 3 (0.25%) Slack
Communications & Networking
1 15 (1.27%) Internet
2 9 (0.76%) HTTP
3 4 (0.34%) AMQP
4 3 (0.25%) TCP/IP
5 2 (0.17%) ATM
5 2 (0.17%) Firewall
5 2 (0.17%) HTTPS
5 2 (0.17%) tcpdump
5 2 (0.17%) Wireshark
5 2 (0.17%) X.509
6 1 (0.085%) IPsec
6 1 (0.085%) LAN
6 1 (0.085%) MQTT
6 1 (0.085%) Network Security
6 1 (0.085%) PPP
6 1 (0.085%) VPN
6 1 (0.085%) WAN
Database & Business Intelligence
1 485 (41.03%) Big Data
2 304 (25.72%) Hadoop
3 207 (17.51%) NoSQL
4 155 (13.11%) Data Mining
5 97 (8.21%) MongoDB
6 85 (7.19%) SQL Server
7 76 (6.43%) Data Warehouse
8 73 (6.18%) Relational Database
9 71 (6.01%) Apache Cassandra
10 66 (5.58%) Apache Hive
11 65 (5.50%) PostgreSQL
12 47 (3.98%) Amazon Redshift
12 47 (3.98%) MySQL
12 47 (3.98%) Neo4j
13 44 (3.72%) SQL Server Integration Services
14 40 (3.38%) SQL Server Reporting Services
15 39 (3.30%) Power BI
16 37 (3.13%) SQL Server Analysis Services
17 33 (2.79%) HDInsight
18 29 (2.45%) RDBMS
Development Applications
1 75 (6.35%) Git (software)
2 35 (2.96%) Jenkins
3 28 (2.37%) Maven
4 15 (1.27%) JIRA
4 15 (1.27%) Vagrant
5 14 (1.18%) Visual Studio
6 13 (1.10%) JUnit
7 10 (0.85%) gulp
8 9 (0.76%) Gradle
8 9 (0.76%) Yeoman
9 8 (0.68%) Grunt
9 8 (0.68%) Karma Test Runner
10 7 (0.59%) CMake
10 7 (0.59%) TeamCity
10 7 (0.59%) Visual Studio Tools for Office
11 6 (0.51%) IntelliJ
11 6 (0.51%) Subversion
12 5 (0.42%) Cucumber
12 5 (0.42%) Selenium
13 4 (0.34%) Mockito
General
1 222 (18.78%) Finance
2 123 (10.41%) Marketing
3 59 (4.99%) Retail
4 52 (4.40%) Banking
5 49 (4.15%) Telecoms
6 45 (3.81%) Advertising
7 32 (2.71%) Games
7 32 (2.71%) Publishing
8 26 (2.20%) Manufacturing
9 20 (1.69%) Financial Institution
10 14 (1.18%) Law
11 12 (1.02%) Front Office
12 10 (0.85%) Legal
13 9 (0.76%) Pharmaceutical
14 8 (0.68%) Electronics
14 8 (0.68%) French Language
15 6 (0.51%) Investment Banking
16 5 (0.42%) Back Office
17 4 (0.34%) Music Industry
18 1 (0.085%) Retail Banking
Job Titles
1 380 (32.15%) Data Scientist
2 346 (29.27%) Developer
3 110 (9.31%) Senior Data Scientist
4 108 (9.14%) Java Developer
5 100 (8.46%) Machine Learning Scientist
6 87 (7.36%) Python Developer
7 74 (6.26%) Architect
8 72 (6.09%) Software Engineer
9 58 (4.91%) Machine Learning Developer
10 57 (4.82%) C++ Developer
11 54 (4.57%) Data Engineer
12 50 (4.23%) Senior Developer
13 47 (3.98%) Analyst
13 47 (3.98%) Data Architect
14 44 (3.72%) Machine Learning Engineer
15 40 (3.38%) Scala Developer
16 35 (2.96%) Java Engineer
17 31 (2.62%) AWS Architect
18 30 (2.54%) Consultant
19 29 (2.45%) Lead Developer
Libraries, Frameworks & Software Standards
1 107 (9.05%) Natural Language Processing
2 95 (8.04%) HTML
2 95 (8.04%) Web Services
3 85 (7.19%) .NET
4 79 (6.68%) CSS
5 66 (5.58%) RESTful
6 61 (5.16%) scikit-learn
7 59 (4.99%) REST
8 54 (4.57%) AngularJS
8 54 (4.57%) NumPy
8 54 (4.57%) React
8 54 (4.57%) Spring
9 51 (4.31%) Pandas
10 50 (4.23%) Node.js
11 48 (4.06%) Django
12 42 (3.55%) Flask
13 41 (3.47%) D3.js
14 39 (3.30%) HTML5
15 30 (2.54%) SciPy
16 29 (2.45%) Kafka
Miscellaneous
1 431 (36.46%) Algorithms
2 394 (33.33%) Computer Science
3 275 (23.27%) Mathematics
4 267 (22.59%) Statistics
5 201 (17.01%) Analytical Skills
6 170 (14.38%) Artificial Intelligence
6 170 (14.38%) Visualisation
7 91 (7.70%) Physics
8 63 (5.33%) Fintech
9 52 (4.40%) Data Structures
10 49 (4.15%) Neural Network
11 45 (3.81%) Hedge funds
12 39 (3.30%) User Experience
13 38 (3.21%) Mobile App
14 31 (2.62%) Biometrics
15 23 (1.95%) CUDA
15 23 (1.95%) Ontologies
16 22 (1.86%) Semantic Web
17 19 (1.61%) Blockchain
18 17 (1.44%) Applied Mathematics
Operating Systems
1 115 (9.73%) Linux
2 32 (2.71%) Android
3 27 (2.28%) Unix
4 24 (2.03%) Windows
5 20 (1.69%) Apple iOS
6 7 (0.59%) CentOS
6 7 (0.59%) Ubuntu
7 5 (0.42%) Embedded Linux
Processes & Methodologies
1 458 (38.75%) Analytics
2 300 (25.38%) Agile Software Development
3 245 (20.73%) Software Engineering
4 130 (11.00%) Business Intelligence
5 128 (10.83%) Data Analysis
6 126 (10.66%) Data Analytics
7 123 (10.41%) TDD
8 116 (9.81%) Predictive Analytics
9 108 (9.14%) Open Source
10 106 (8.97%) Deep Learning
11 100 (8.46%) OO
12 97 (8.21%) Predictive Modelling
13 89 (7.53%) Scrum
14 79 (6.68%) ETL
15 77 (6.51%) Microservices
16 76 (6.43%) DevOps
17 75 (6.35%) Data Visualisation
18 72 (6.09%) Statistical Analysis
19 68 (5.75%) Statistical Modelling
20 64 (5.41%) MapReduce
Programming Languages
1 672 (56.85%) Python
2 437 (36.97%) Java
3 336 (28.43%) SQL
4 288 (24.37%) R
5 192 (16.24%) Scala
6 183 (15.48%) C++
7 173 (14.64%) JavaScript
8 112 (9.48%) C#
9 94 (7.95%) MATLAB
10 47 (3.98%) Ruby
11 38 (3.21%) C
12 37 (3.13%) PHP
13 35 (2.96%) Clojure
14 32 (2.71%) Go
15 20 (1.69%) Haskell
16 17 (1.44%) Bash Shell
17 15 (1.27%) Shell Script
17 15 (1.27%) SPARQL
18 13 (1.10%) T-SQL
19 12 (1.02%) VBA
Qualifications
1 343 (29.02%) Degree
2 296 (25.04%) PhD
3 19 (1.61%) Security Cleared
4 17 (1.44%) Microsoft Certification
5 15 (1.27%) BC Cleared
6 6 (0.51%) PMI Certification
7 5 (0.42%) Postgraduate
8 4 (0.34%) MCSD
9 3 (0.25%) ISEB
9 3 (0.25%) MCAD
9 3 (0.25%) MCPD
9 3 (0.25%) MCTS
9 3 (0.25%) PMP
10 2 (0.17%) ITIL Certification
11 1 (0.085%) AWS Certification
11 1 (0.085%) CISA
11 1 (0.085%) CISM
11 1 (0.085%) CISSP
11 1 (0.085%) ISTQB
11 1 (0.085%) Oracle Certification
Quality Assurance & Compliance
1 26 (2.20%) QA
2 18 (1.52%) GCP
3 5 (0.42%) SLA
4 3 (0.25%) Data Quality
5 2 (0.17%) ISO 9001
6 1 (0.085%) ISO/IEC 27001
6 1 (0.085%) PCI DSS
6 1 (0.085%) SNOMED CT
System Software
1 57 (4.82%) Docker
2 20 (1.69%) Virtual Machines
3 15 (1.27%) VMware Infrastructure
4 14 (1.18%) VirtualBox
5 12 (1.02%) Xen
6 9 (0.76%) HDFS
7 8 (0.68%) LXC
8 6 (0.51%) Apache Flume
9 2 (0.17%) Apache ZooKeeper
10 1 (0.085%) Active Directory
10 1 (0.085%) KVM
10 1 (0.085%) Varnish
Systems Management
1 28 (2.37%) Ansible
2 15 (1.27%) Puppet
3 14 (1.18%) Opscode Chef
4 7 (0.59%) Kubernetes
5 4 (0.34%) Oozie
5 4 (0.34%) Salt
6 3 (0.25%) Ambari
6 3 (0.25%) Mesos
7 2 (0.17%) Grafana
8 1 (0.085%) Dokku
8 1 (0.085%) Nagios
Vendors
1 64 (5.41%) Tableau
2 60 (5.08%) Microsoft
3 51 (4.31%) Google
4 36 (3.05%) Oracle
5 31 (2.62%) Cloudera
6 23 (1.95%) Hortonworks
7 19 (1.61%) IBM
8 16 (1.35%) SAP
8 16 (1.35%) Splunk
9 15 (1.27%) VMware
10 8 (0.68%) Facebook
10 8 (0.68%) MapR
11 7 (0.59%) Alteryx
11 7 (0.59%) Netezza
11 7 (0.59%) RapidMiner
12 6 (0.51%) Rackspace
12 6 (0.51%) Zend
13 5 (0.42%) Cognos
14 4 (0.34%) Salesforce.com
14 4 (0.34%) Sybase
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 5 hours ago
London
Parallel Consulting
Salary: £90000 - £120000 per annum
Posted: Yesterday
London
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 4 hours ago
South East London
Sage UK Limited
Posted: Yesterday
London
Parallel Consulting
Salary: £50000 - £60000 per annum + £5,000 Car Allowance
Posted: Yesterday
City, London
Harrington Starr
Salary: £55000 - £70000 per annum + Benefits + Bonus
Posted: 15 hours ago
London
Churchill Frank
Salary: £50000 - £51000 per annum
Posted: Yesterday
London
Harvey Nash plc
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 2 days ago
London
IT Connections
Salary: 60000
Posted: 22 hours ago
London
set2recruit
Salary: Up to £50,000 per annum
Posted: 2 days ago
London
Oliver Bernard
Salary: £50000 - £70000 per annum + stock / bonus / benefits
Posted: 23 hours ago
City, London
Client Server
Salary: £45k to £60k
Posted: Yesterday
City, London
Mane Contract Services Limited
Salary: £100000 - £140000 per annum + Bonus + Benefits
Posted: 2 days ago
London
First Point
Salary: £60000.00 - £80000.00 per annum
Posted: 5 hours ago
London
First Point
Salary: £65000.00 - £80000.00 per annum
Posted: Yesterday
London
Oho Group Ltd.
Salary: £45000 - £60000 per annum, Benefits Share options
Posted: 2 days ago
London
Oho Group Ltd.
Salary: £45000 - £60000 per annum
Posted: 2 days ago
London
Source Technology
Salary: From £50,000 to £60,000 per annum
Posted: 2 days ago
Central London / West End
Client Server
Salary: £35k to £40k + benefits
Posted: 2 days ago
City, London
Client Server
Salary: £80k to £100k + bonus + benefits
Posted: 2 days ago
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: Yesterday
Central London / West End
Client Server
Salary: £30k to £45k + benefits
Posted: Yesterday
South West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £65000 - £75000 Per Annum
Posted: 22 hours ago
London
Empiric.com
Salary: From £70,000 to £85,000 per annum + bonus + stock options
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Up to £40,000 + Benefits
Posted: 4 days ago
London
Burns Sheehan
Salary: £60000 - £80000 per annum + stock options
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £45,000 + extensive benefits package
Posted: 4 days ago
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 2 days ago