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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 185 340 365
Rank change year-on-year
+155 +25
Permanent jobs citing Machine Learning 700 369 383
As % of all permanent IT jobs located in London 1.78% 0.83% 0.76%
As % of the Processes & Methodologies category 1.98% 0.94% 0.87%
Number of salaries quoted 629 315 331
Median salary £65,000 £62,500 £60,000
Median salary % change year-on-year
+4.00% +4.16%
90% offered a salary of more than £42,500 £36,000 £40,000
10% offered a salary of more than £97,500 £100,000 £80,000
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
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
35334 39207 43982
As % of all permanent IT jobs located in London 89.62% 87.74% 87.28%
Number of salaries quoted 30608 32904 36456
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 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 25 June 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 25 June 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 +82 83 £60,000 -7.69% 4
Mayfair - 5 £120,000 -
Westminster - 2 £82,500 -
Hammersmith - 1 £72,500 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 25 June 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.

1 785 (60.90%) Python
2 548 (42.51%) Analytics
3 543 (42.13%) Big Data
4 501 (38.87%) Computer Science
5 466 (36.15%) Java
6 463 (35.92%) SQL
7 414 (32.12%) Degree
8 398 (30.88%) R
9 362 (28.08%) Statistics
10 356 (27.62%) Hadoop
11 353 (27.39%) Algorithms
12 319 (24.75%) PhD
13 301 (23.35%) Mathematics
14 297 (23.04%) Agile Software Development
15 285 (22.11%) Analytical Skills
15 285 (22.11%) Apache Spark
16 284 (22.03%) Finance
17 268 (20.79%) Data Mining
18 250 (19.39%) Visualisation
19 243 (18.85%) NoSQL
20 227 (17.61%) C++
21 223 (17.30%) JavaScript
22 188 (14.58%) TDD
23 185 (14.35%) Software Engineering
24 184 (14.27%) Scala
25 183 (14.20%) Data Analytics
26 175 (13.58%) Amazon AWS
27 173 (13.42%) Artificial Intelligence
28 164 (12.72%) Data Analysis
29 150 (11.64%) Predictive Modelling

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
1 285 (22.11%) Apache Spark
2 110 (8.53%) SAS
3 63 (4.89%) Apache
4 62 (4.81%) Elasticsearch
5 60 (4.65%) Apache Pig
6 28 (2.17%) Tomcat
7 17 (1.32%) SharePoint
8 14 (1.09%) Apache Solr
9 13 (1.01%) JBoss
9 13 (1.01%) WildFly
10 8 (0.62%) IPython
10 8 (0.62%) Jupyter
11 5 (0.39%) GlassFish
11 5 (0.39%) Jetty
12 1 (0.078%) IIS
12 1 (0.078%) Oracle Coherence
Applications
1 41 (3.18%) SPSS
2 22 (1.71%) MS Excel
3 11 (0.85%) Mathematica
4 10 (0.78%) Weka
5 7 (0.54%) GNU Octave
6 6 (0.47%) Gephi
7 5 (0.39%) MS Office
8 2 (0.16%) MS PowerPoint
9 1 (0.078%) EViews
9 1 (0.078%) Photoshop
9 1 (0.078%) Simulink
9 1 (0.078%) Stata
Business Applications
1 10 (0.78%) ReMetrica
2 4 (0.31%) SAP Oil and Gas
3 1 (0.078%) MetaTrader
Cloud Services
1 175 (13.58%) Amazon AWS
2 60 (4.65%) Microsoft Azure
3 51 (3.96%) GitHub
4 35 (2.72%) Cloud Computing
5 34 (2.64%) Amazon EC2
6 25 (1.94%) Amazon EMR
7 24 (1.86%) Amazon S3
8 20 (1.55%) SaaS
9 10 (0.78%) Google Cloud Platform
10 9 (0.70%) AWS Elastic Beanstalk
11 7 (0.54%) PaaS
12 6 (0.47%) Azure Machine Learning
13 5 (0.39%) Amazon ELB
14 4 (0.31%) Amazon Kinesis
14 4 (0.31%) Google Play
15 2 (0.16%) Google Analytics
15 2 (0.16%) IaaS
16 1 (0.078%) AdWords
16 1 (0.078%) AWS CloudFormation
16 1 (0.078%) Heroku
Communications & Networking
1 16 (1.24%) HTTP
2 12 (0.93%) Internet
3 4 (0.31%) DNS
3 4 (0.31%) TCP/IP
4 3 (0.23%) Skype
5 2 (0.16%) HTTPS
5 2 (0.16%) Kerberos
5 2 (0.16%) Multicast
5 2 (0.16%) Network Security
5 2 (0.16%) SSL
6 1 (0.078%) Wireless
Database & Business Intelligence
1 543 (42.13%) Big Data
2 356 (27.62%) Hadoop
3 268 (20.79%) Data Mining
4 243 (18.85%) NoSQL
5 136 (10.55%) Apache Hive
6 105 (8.15%) SQL Server
7 102 (7.91%) PostgreSQL
8 101 (7.84%) MongoDB
9 96 (7.45%) Relational Database
10 94 (7.29%) Apache Cassandra
11 84 (6.52%) Data Warehouse
12 76 (5.90%) MySQL
13 37 (2.87%) QlikView
13 37 (2.87%) SQL Server Integration Services
14 36 (2.79%) Amazon Redshift
15 33 (2.56%) Neo4j
15 33 (2.56%) Power BI
16 31 (2.40%) Impala
16 31 (2.40%) Text Mining
17 29 (2.25%) RDBMS
Development Applications
1 128 (9.93%) Git (software)
2 69 (5.35%) Jenkins
3 38 (2.95%) Cucumber
4 32 (2.48%) Vagrant
5 30 (2.33%) RSpec
6 16 (1.24%) JIRA
7 12 (0.93%) Jasmine
7 12 (0.93%) Maven
7 12 (0.93%) TeamCity
7 12 (0.93%) Yeoman
8 9 (0.70%) JUnit
9 8 (0.62%) Subversion
10 7 (0.54%) Mercurial
11 6 (0.47%) Grunt
12 4 (0.31%) Appium
12 4 (0.31%) GDB
12 4 (0.31%) Selenium
12 4 (0.31%) Talend Open Studio
12 4 (0.31%) Valgrind
13 3 (0.23%) IntelliJ
General
1 284 (22.03%) Finance
2 108 (8.38%) Marketing
3 62 (4.81%) Retail
4 61 (4.73%) Advertising
5 46 (3.57%) Banking
6 36 (2.79%) Telecoms
7 31 (2.40%) Games
8 30 (2.33%) Law
9 24 (1.86%) Manufacturing
10 22 (1.71%) Publishing
11 20 (1.55%) Front Office
12 11 (0.85%) Pharmaceutical
13 8 (0.62%) Financial Institution
13 8 (0.62%) Legal
14 7 (0.54%) Music Industry
15 6 (0.47%) Automotive
16 4 (0.31%) Aerospace
16 4 (0.31%) Electronics
17 3 (0.23%) Investment Banking
18 2 (0.16%) Military
Job Titles
1 454 (35.22%) Data Scientist
2 365 (28.32%) Developer
3 162 (12.57%) Senior Data Scientist
4 110 (8.53%) Java Developer
5 95 (7.37%) Machine Learning Scientist
6 90 (6.98%) Python Developer
7 70 (5.43%) Machine Learning Developer
8 69 (5.35%) Senior Developer
9 65 (5.04%) Software Engineer
10 62 (4.81%) Analyst
11 60 (4.65%) Data Engineer
12 59 (4.58%) Consultant
13 49 (3.80%) Architect
14 46 (3.57%) Machine Learning Engineer
15 42 (3.26%) JavaScript Developer
16 41 (3.18%) Java Engineer
17 37 (2.87%) Quantitative Developer
18 34 (2.64%) Ruby Developer
19 33 (2.56%) C++ Developer
19 33 (2.56%) Lead Developer
Libraries, Frameworks & Software Standards
1 134 (10.40%) Natural Language Processing
2 129 (10.01%) HTML
3 123 (9.54%) CSS
4 113 (8.77%) AngularJS
5 91 (7.06%) D3.js
6 90 (6.98%) HTML5
6 90 (6.98%) Web Services
7 77 (5.97%) Node.js
8 73 (5.66%) RESTful
9 63 (4.89%) .NET
9 63 (4.89%) Spring
10 53 (4.11%) scikit-learn
11 50 (3.88%) NumPy
11 50 (3.88%) Pandas
12 48 (3.72%) SciPy
13 42 (3.26%) REST
14 39 (3.03%) Kafka
15 35 (2.72%) Lucene
16 34 (2.64%) CSS3
17 31 (2.40%) Twitter Bootstrap
Miscellaneous
1 501 (38.87%) Computer Science
2 362 (28.08%) Statistics
3 353 (27.39%) Algorithms
4 301 (23.35%) Mathematics
5 285 (22.11%) Analytical Skills
6 250 (19.39%) Visualisation
7 173 (13.42%) Artificial Intelligence
8 118 (9.15%) Physics
9 72 (5.59%) Fintech
10 69 (5.35%) Neural Network
11 59 (4.58%) Hedge funds
12 44 (3.41%) Mobile App
13 41 (3.18%) User Experience
14 38 (2.95%) Applied Mathematics
15 34 (2.64%) Data Structures
16 24 (1.86%) Economics
17 22 (1.71%) CUDA
18 17 (1.32%) Data Integration
19 15 (1.16%) Credit Risk
20 14 (1.09%) Ontologies
Operating Systems
1 97 (7.53%) Linux
2 52 (4.03%) Unix
3 25 (1.94%) Apple iOS
4 20 (1.55%) Android
5 10 (0.78%) CentOS
5 10 (0.78%) Ubuntu
6 8 (0.62%) Windows
7 5 (0.39%) Windows Server
Processes & Methodologies
1 548 (42.51%) Analytics
2 297 (23.04%) Agile Software Development
3 188 (14.58%) TDD
4 185 (14.35%) Software Engineering
5 183 (14.20%) Data Analytics
6 164 (12.72%) Data Analysis
7 150 (11.64%) Predictive Modelling
8 119 (9.23%) Scrum
9 114 (8.84%) Business Intelligence
10 113 (8.77%) Data Visualisation
11 99 (7.68%) Open Source
12 97 (7.53%) MapReduce
13 94 (7.29%) Statistical Modelling
14 91 (7.06%) Statistical Analysis
15 84 (6.52%) DevOps
16 83 (6.44%) Predictive Analytics
17 82 (6.36%) OO
18 80 (6.21%) BDD
19 75 (5.82%) Bayesian Methods
20 71 (5.51%) Data Modelling
Programming Languages
1 785 (60.90%) Python
2 466 (36.15%) Java
3 463 (35.92%) SQL
4 398 (30.88%) R
5 227 (17.61%) C++
6 223 (17.30%) JavaScript
7 184 (14.27%) Scala
8 142 (11.02%) MATLAB
9 96 (7.45%) Ruby
10 78 (6.05%) C#
11 70 (5.43%) Clojure
12 50 (3.88%) PHP
13 40 (3.10%) C
14 29 (2.25%) Go
15 26 (2.02%) Perl
16 22 (1.71%) Elixir
17 21 (1.63%) VBA
18 20 (1.55%) Bash Shell
18 20 (1.55%) Cython
19 19 (1.47%) Haskell
Qualifications
1 414 (32.12%) Degree
2 319 (24.75%) PhD
3 25 (1.94%) Microsoft Certification
4 11 (0.85%) MCSD
5 10 (0.78%) MCAD
5 10 (0.78%) MCPD
5 10 (0.78%) MCTS
6 8 (0.62%) Security Cleared
7 7 (0.54%) PMI Certification
7 7 (0.54%) PMP
8 4 (0.31%) Postgraduate
9 3 (0.23%) SC Cleared
10 1 (0.078%) CHECK Team Member
10 1 (0.078%) CREST Certified
10 1 (0.078%) Cyber Scheme
10 1 (0.078%) ISEB
10 1 (0.078%) MCDBA
10 1 (0.078%) MCITP
10 1 (0.078%) MCP
10 1 (0.078%) OSCP
Quality Assurance & Compliance
1 21 (1.63%) QA
2 13 (1.01%) Data Quality
System Software
1 64 (4.97%) Docker
2 32 (2.48%) VirtualBox
3 30 (2.33%) Virtual Machines
4 17 (1.32%) HDFS
5 16 (1.24%) Xen
6 12 (0.93%) VMware Infrastructure
7 8 (0.62%) Apache Flume
8 5 (0.39%) Apache ZooKeeper
9 4 (0.31%) KVM
9 4 (0.31%) Snort
10 1 (0.078%) Varnish
Systems Management
1 47 (3.65%) Puppet
2 24 (1.86%) Ansible
3 6 (0.47%) Terraform
4 4 (0.31%) Kubernetes
4 4 (0.31%) Nagios
4 4 (0.31%) Opscode Chef
4 4 (0.31%) OSSEC
5 3 (0.23%) EMC NetWorker
6 2 (0.16%) Kibana
6 2 (0.16%) logstash
6 2 (0.16%) Mesos
7 1 (0.078%) Graphite
Vendors
1 70 (5.43%) Tableau
2 59 (4.58%) Microsoft
3 49 (3.80%) Google
4 44 (3.41%) Oracle
5 35 (2.72%) IBM
6 28 (2.17%) Cloudera
6 28 (2.17%) Hortonworks
7 18 (1.40%) Facebook
8 12 (0.93%) RapidMiner
8 12 (0.93%) VMware
9 10 (0.78%) Actian
9 10 (0.78%) Wall Street Systems
10 9 (0.70%) MicroStrategy
10 9 (0.70%) Omniture
10 9 (0.70%) Teradata
11 7 (0.54%) Netezza
12 5 (0.39%) Bloomberg
12 5 (0.39%) Greenplum
12 5 (0.39%) SAP
13 4 (0.31%) Sybase
City, London
Careerwise UK Limited
Salary: £80000 - £110000 per annum + bonus, benefits, negotiable
Posted: Yesterday
London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 2 days ago
London
AdRoc Group
Salary: £80000 - £85000 per annum + Bonus, Benefits and Share Options
Posted: Yesterday
London
First Point
Salary: £55000.00 - £65000.00 per annum
Posted: Yesterday
London
Colston Consulting
Salary: £40000 - £85000 per annum, Benefits 17% salary uplift - 6% pension - 5
Posted: Yesterday
London
Empiric.com
Salary: From £65,000 to £80,000 per annum + excellent benefits package
Posted: Yesterday
London
Burns Sheehan
Salary: £40000 - £45000 per annum
Posted: Yesterday
London
Knowit
Salary: £70000 - £80000 per annum + unlimited holiday
Posted: 5 days ago
London
Lawrence Harvey Enterprise
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 4 days ago
City, London
Energon People
Salary: £40000 - £55000 per annum + share options
Posted: Yesterday
London
Harrington Starr
Posted: 2 days ago
London
set2recruit
Salary: From £35,000 to £50,000 per annum
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: 4 days ago
London
Harrington Starr
Salary: £60000 - £80000 per annum + Benefits + Bonus
Posted: 2 days ago
West London
Venturi
Salary: £40000 - £80000 per annum
Posted: 3 days ago
South East London
Client Server
Salary: £60k to £75k + benefits
Posted: Yesterday
London
EY
Salary: Competitive
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Salary: £70000 - £82000 per annum + 10% Bonus + Pension + Health
Posted: 4 days ago
London
Harrington Starr
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 2 days ago
London
Durlston Partners
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Haybrook IT Resourcing Ltd
Salary: Negotiable
Posted: Yesterday
South West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £65000 - £75000 Per Annum
Posted: Yesterday
South West London
Understanding Recruitment
Salary: £35000 - £45000 per annum + Benefits
Posted: 6 days ago
Central London / West End
Client Server
Salary: £45k to £55k + benefits
Posted: 3 days ago
London
Runpath
Salary: Competitive
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £25000 - £35000 per annum
Posted: 4 days ago
London
Computer People
Salary: £55000.00 - £75000.00 per annum + Benefits
Posted: 4 days ago
North London
Senitor Associates
Salary: £35000 - £60000 per annum + Equity
Posted: 5 days ago
North West London
Evolution Recruitment Solutions
Salary: 60,000 plus benefits
Posted: 5 days ago
London
Randstad Technologies
Salary: £40000 - £60000.00 per annum + benefits
Posted: Yesterday