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

3 months to
2 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 222 391 334
Rank change year-on-year
+169 -57
Permanent jobs citing Machine Learning 640 307 432
As % of all permanent IT jobs located in London 1.52% 0.68% 0.87%
As % of the Processes & Methodologies category 1.70% 0.78% 1.00%
Number of salaries quoted 583 267 385
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 £46,500 £40,000 £37,500
10% offered a salary of more than £92,000 £85,000 £81,250
UK excluding London median salary £52,500 £50,000 £42,500
% change year-on-year
+5.00% +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
37579 39365 43046
As % of all permanent IT jobs located in London 89.08% 87.11% 86.55%
Number of salaries quoted 32316 32871 35403
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 £39,500 £37,500 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
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 2 May 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 2 May 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 +91 78 £60,000 +9.09% 21
Mayfair - 3 £120,000 -
Kingston Upon Thames - 1 - -
Clapham - 1 £60,000 -
Hammersmith - 1 £55,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 2 May 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.

1 786 (64.74%) Python
2 561 (46.21%) Analytics
3 550 (45.30%) Big Data
4 457 (37.64%) R
5 455 (37.48%) Computer Science
6 448 (36.90%) Java
7 428 (35.26%) SQL
8 397 (32.70%) Hadoop
9 382 (31.47%) Degree
10 377 (31.05%) Algorithms
11 346 (28.50%) Statistics
12 309 (25.45%) PhD
13 299 (24.63%) Finance
14 285 (23.48%) Mathematics
15 273 (22.49%) Apache Spark
16 268 (22.08%) Analytical Skills
17 267 (21.99%) Agile Software Development
18 264 (21.75%) NoSQL
19 249 (20.51%) Data Mining
20 241 (19.85%) C++
21 240 (19.77%) Visualisation
22 194 (15.98%) JavaScript
23 192 (15.82%) Scala
24 178 (14.66%) Data Analytics
25 177 (14.58%) Software Engineering
26 176 (14.50%) TDD
27 160 (13.18%) MATLAB
27 160 (13.18%) Artificial Intelligence
28 154 (12.69%) Amazon AWS
29 148 (12.19%) Business Intelligence

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 (22.49%) Apache Spark
2 105 (8.65%) SAS
3 70 (5.77%) Apache Pig
4 68 (5.60%) Node.js
5 59 (4.86%) Elasticsearch
6 56 (4.61%) Apache
7 23 (1.89%) SharePoint
8 12 (0.99%) Apache Solr
9 11 (0.91%) Tomcat
10 5 (0.41%) JBoss
10 5 (0.41%) WildFly
11 4 (0.33%) GlassFish
11 4 (0.33%) IPython
11 4 (0.33%) Jupyter
12 1 (0.082%) CMS
12 1 (0.082%) IIS
12 1 (0.082%) Joomla!
12 1 (0.082%) Oracle Coherence
12 1 (0.082%) WordPress
Applications
1 31 (2.55%) SPSS
2 29 (2.39%) MS Excel
3 15 (1.24%) Mathematica
4 11 (0.91%) Gephi
5 10 (0.82%) GNU Octave
5 10 (0.82%) Weka
6 8 (0.66%) MS Office
7 4 (0.33%) Adobe Illustrator
7 4 (0.33%) MS Visio
7 4 (0.33%) OmniGraffle
8 2 (0.16%) Simulink
9 1 (0.082%) EViews
9 1 (0.082%) Stata
Business Applications
1 5 (0.41%) SAP Oil and Gas
2 4 (0.33%) ReMetrica
3 1 (0.082%) MetaTrader
Cloud Services
1 154 (12.69%) Amazon AWS
2 61 (5.02%) Microsoft Azure
3 46 (3.79%) GitHub
4 45 (3.71%) Cloud Computing
5 18 (1.48%) Amazon EC2
6 17 (1.40%) SaaS
7 15 (1.24%) Amazon S3
7 15 (1.24%) Google Cloud Platform
8 14 (1.15%) Amazon EMR
9 10 (0.82%) Azure Machine Learning
9 10 (0.82%) PaaS
10 8 (0.66%) Google Analytics
11 7 (0.58%) AWS Elastic Beanstalk
12 4 (0.33%) Amazon ELB
12 4 (0.33%) IaaS
13 3 (0.25%) Amazon Kinesis
14 1 (0.082%) AdWords
14 1 (0.082%) Google App Engine
Communications & Networking
1 27 (2.22%) HTTP
2 12 (0.99%) Internet
3 5 (0.41%) Wireless
4 4 (0.33%) DNS
4 4 (0.33%) TCP/IP
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%) Skype
5 2 (0.16%) SSL
5 2 (0.16%) Wireshark
6 1 (0.082%) Firewall
6 1 (0.082%) SNA
6 1 (0.082%) VPN
Database & Business Intelligence
1 550 (45.30%) Big Data
2 397 (32.70%) Hadoop
3 264 (21.75%) NoSQL
4 249 (20.51%) Data Mining
5 143 (11.78%) Apache Hive
6 128 (10.54%) MongoDB
7 100 (8.24%) SQL Server
8 94 (7.74%) Apache Cassandra
9 93 (7.66%) PostgreSQL
10 88 (7.25%) Relational Database
11 84 (6.92%) Data Warehouse
12 70 (5.77%) MySQL
13 43 (3.54%) QlikView
14 42 (3.46%) SQL Server Integration Services
15 38 (3.13%) Power BI
16 36 (2.97%) SQL Server Reporting Services
16 36 (2.97%) Text Mining
17 29 (2.39%) SQL Server Analysis Services
18 26 (2.14%) HBase
18 26 (2.14%) Redis
Development Applications
1 112 (9.23%) Git (software)
2 55 (4.53%) Jenkins
3 31 (2.55%) Cucumber
4 30 (2.47%) RSpec
5 22 (1.81%) Vagrant
6 14 (1.15%) Jasmine
7 13 (1.07%) Subversion
8 12 (0.99%) JIRA
9 11 (0.91%) Mercurial
10 8 (0.66%) TeamCity
11 7 (0.58%) Grunt
11 7 (0.58%) Yeoman
12 5 (0.41%) JMeter
12 5 (0.41%) JUnit
12 5 (0.41%) Travis CI
13 4 (0.33%) Axure RP
13 4 (0.33%) GDB
13 4 (0.33%) Selenium
13 4 (0.33%) Talend Open Studio
13 4 (0.33%) Valgrind
General
1 299 (24.63%) Finance
2 79 (6.51%) Marketing
3 63 (5.19%) Retail
4 46 (3.79%) Advertising
5 38 (3.13%) Banking
6 35 (2.88%) Games
7 27 (2.22%) Telecoms
8 22 (1.81%) Law
9 19 (1.57%) Front Office
10 15 (1.24%) Manufacturing
11 14 (1.15%) Automotive
12 11 (0.91%) Aerospace
13 10 (0.82%) Pharmaceutical
14 8 (0.66%) Financial Institution
14 8 (0.66%) Legal
15 7 (0.58%) Investment Banking
15 7 (0.58%) Music Industry
15 7 (0.58%) Publishing
16 5 (0.41%) Electronics
17 2 (0.16%) Military
Job Titles
1 433 (35.67%) Data Scientist
2 361 (29.74%) Developer
3 156 (12.85%) Senior Data Scientist
4 107 (8.81%) Python Developer
5 99 (8.15%) Java Developer
6 76 (6.26%) Machine Learning Scientist
7 71 (5.85%) Senior Developer
8 60 (4.94%) Machine Learning Developer
9 57 (4.70%) Architect
10 51 (4.20%) Software Engineer
11 50 (4.12%) Consultant
12 49 (4.04%) Data Engineer
12 49 (4.04%) Machine Learning Engineer
13 43 (3.54%) Analyst
14 42 (3.46%) Data Architect
15 37 (3.05%) C++ Developer
16 32 (2.64%) Ruby Developer
17 31 (2.55%) Quantitative Developer
18 30 (2.47%) C# Developer
19 29 (2.39%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 118 (9.72%) HTML
2 109 (8.98%) CSS
3 105 (8.65%) AngularJS
4 94 (7.74%) Natural Language Processing
5 92 (7.58%) HTML5
6 89 (7.33%) D3.js
7 88 (7.25%) Web Services
8 76 (6.26%) .NET
9 56 (4.61%) NumPy
10 54 (4.45%) RESTful
11 52 (4.28%) SciPy
12 50 (4.12%) Pandas
13 49 (4.04%) Spring
14 45 (3.71%) scikit-learn
15 43 (3.54%) REST
16 42 (3.46%) Kafka
17 31 (2.55%) CSS3
18 27 (2.22%) Flask
19 26 (2.14%) Ruby on Rails
20 25 (2.06%) Django
Miscellaneous
1 455 (37.48%) Computer Science
2 377 (31.05%) Algorithms
3 346 (28.50%) Statistics
4 285 (23.48%) Mathematics
5 268 (22.08%) Analytical Skills
6 240 (19.77%) Visualisation
7 160 (13.18%) Artificial Intelligence
8 116 (9.56%) Physics
9 69 (5.68%) Hedge funds
10 59 (4.86%) Neural Network
11 55 (4.53%) Fintech
12 49 (4.04%) Applied Mathematics
13 42 (3.46%) User Experience
14 39 (3.21%) Mobile App
15 34 (2.80%) Data Structures
16 24 (1.98%) Economics
17 18 (1.48%) CUDA
18 17 (1.40%) Blog
19 13 (1.07%) Credit Risk
19 13 (1.07%) Management Information System
Operating Systems
1 97 (7.99%) Linux
2 63 (5.19%) Unix
3 18 (1.48%) Android
3 18 (1.48%) Apple iOS
4 12 (0.99%) Windows
5 8 (0.66%) Ubuntu
6 5 (0.41%) Windows Server
7 4 (0.33%) CentOS
7 4 (0.33%) Debian
8 1 (0.082%) Mac OS X
Processes & Methodologies
1 561 (46.21%) Analytics
2 267 (21.99%) Agile Software Development
3 178 (14.66%) Data Analytics
4 177 (14.58%) Software Engineering
5 176 (14.50%) TDD
6 148 (12.19%) Business Intelligence
7 132 (10.87%) Data Analysis
8 126 (10.38%) Predictive Modelling
9 115 (9.47%) Predictive Analytics
10 111 (9.14%) Data Visualisation
11 92 (7.58%) Scrum
12 90 (7.41%) Open Source
13 88 (7.25%) Statistical Modelling
14 86 (7.08%) Data Modelling
15 85 (7.00%) MapReduce
16 82 (6.75%) DevOps
17 75 (6.18%) OO
18 74 (6.10%) Bayesian Methods
18 74 (6.10%) Statistical Analysis
19 67 (5.52%) BDD
Programming Languages
1 786 (64.74%) Python
2 457 (37.64%) R
3 448 (36.90%) Java
4 428 (35.26%) SQL
5 241 (19.85%) C++
6 194 (15.98%) JavaScript
7 192 (15.82%) Scala
8 160 (13.18%) MATLAB
9 110 (9.06%) C#
10 86 (7.08%) Ruby
11 57 (4.70%) PHP
12 56 (4.61%) C
13 55 (4.53%) Clojure
14 44 (3.62%) Perl
15 26 (2.14%) Go
16 21 (1.73%) Cython
17 20 (1.65%) Elixir
18 17 (1.40%) Julia
19 16 (1.32%) VBA
20 15 (1.24%) Haskell
Qualifications
1 382 (31.47%) Degree
2 309 (25.45%) PhD
3 20 (1.65%) Microsoft Certification
4 7 (0.58%) Security Cleared
5 6 (0.49%) MCSD
5 6 (0.49%) PMI Certification
5 6 (0.49%) PMP
6 4 (0.33%) MCAD
6 4 (0.33%) MCPD
6 4 (0.33%) MCTS
7 3 (0.25%) ISEB
8 2 (0.16%) MCDBA
8 2 (0.16%) MCITP
8 2 (0.16%) MCP
8 2 (0.16%) Postgraduate
8 2 (0.16%) SC Cleared
9 1 (0.082%) ACCA
9 1 (0.082%) CFA
9 1 (0.082%) CIMA
9 1 (0.082%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 17 (1.40%) QA
2 16 (1.32%) Data Quality
3 3 (0.25%) SLA
System Software
1 48 (3.95%) Docker
2 22 (1.81%) VirtualBox
3 13 (1.07%) HDFS
4 12 (0.99%) Xen
5 10 (0.82%) Apache Flume
6 8 (0.66%) VMware Infrastructure
7 4 (0.33%) KVM
7 4 (0.33%) Snort
8 3 (0.25%) Apache ZooKeeper
9 2 (0.16%) iptables
Systems Management
1 42 (3.46%) Puppet
2 20 (1.65%) Ansible
3 9 (0.74%) Opscode Chef
4 6 (0.49%) EMC NetWorker
4 6 (0.49%) Nagios
4 6 (0.49%) Terraform
5 5 (0.41%) Kibana
6 4 (0.33%) Icinga
6 4 (0.33%) Kubernetes
6 4 (0.33%) OSSEC
7 3 (0.25%) logstash
8 2 (0.16%) Oozie
8 2 (0.16%) Salt
8 2 (0.16%) ZABBIX
9 1 (0.082%) Mesos
Vendors
1 85 (7.00%) Tableau
2 66 (5.44%) Microsoft
3 59 (4.86%) Google
4 36 (2.97%) Oracle
5 24 (1.98%) Facebook
6 20 (1.65%) Cloudera
6 20 (1.65%) IBM
7 18 (1.48%) Hortonworks
8 13 (1.07%) Bloomberg
9 12 (0.99%) RapidMiner
10 10 (0.82%) Omniture
10 10 (0.82%) Wall Street Systems
11 8 (0.66%) Teradata
11 8 (0.66%) VMware
12 7 (0.58%) MicroStrategy
13 6 (0.49%) Cognos
13 6 (0.49%) Splunk
14 5 (0.41%) Greenplum
14 5 (0.41%) Netezza
14 5 (0.41%) SAP
London
Freshtechit
Salary: From £80,000 to £140,000 per annum
Posted: 6 hours ago
City, London
First Point
Salary: £55000.00 - £65000.00 per annum + 10% bonus
Posted: 19 hours ago
London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £80000 Per Annum Benefits
Posted: 22 hours ago
Central London / West End
Understanding Recruitment
Salary: £35000 - £50000 per annum + bens - pens, health + more
Posted: 23 hours ago
London
ClearCube Consulting
Posted: 2 days ago
City, London
TEKsystems
Salary: £70000 - £130000 per annum + bonus and pension
Posted: 2 days ago
South East London
TNS
Salary: Competitive, including award winning benefits package
Posted: 2 days ago
London
Initi8 Recruitment
Salary: £60000 - £70000 Per Annum
Posted: 2 days ago
London
Harrington Starr
Salary: £45000 - £50000 per annum + Benefits + Bonus
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £25000 - £35000 per annum, Benefits + 10% bonus
Posted: 2 days ago
London
Haybrook IT Resourcing Ltd
Salary: Negotiable
Posted: 2 days ago
Central London / West End
Client Server
Salary: £65k to £80k + benefits
Posted: 2 days ago
London
Scott-Merrick LLP
Salary: Benefits & Bonus
Posted: 2 days ago
Central London / West End
Client Server
Salary: £45k to £60k + bonus + benefits
Posted: 2 days ago
City, London
First Point
Salary: £50000 - £60000 per annum
Posted: 2 days ago
West London
Careerwise UK Limited
Salary: £60000 - £90000 per annum + bonus, benefits, negotiable
Posted: 3 days ago
Central London / West End
Client Server
Salary: £65k to £80k + benefits
Posted: 3 days ago
City, London
Careerwise UK Limited
Salary: £38000 - £60000 per annum
Posted: 3 days ago
City, London
The People Network
Salary: £50000 - £70000 per annum
Posted: 3 days ago
London
Big Wednesday Digital Ltd
Posted: 3 days ago
Central London / West End
Energon People
Salary: £80000 - £110000 per annum + benefits + bonus
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £70000 per annum, Benefits Benefits
Posted: 3 days ago
City, London
Careerwise UK Limited
Salary: £90000 - £120000 per annum + bonus + benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £65k to £90k + options
Posted: 4 days ago
London
Durlston Partners
Salary: Up to £60,000 per annum + Bonus (averaged 75% last year) + Benefits
Posted: 4 days ago
London
ISL
Salary: £55000 - £60000 per annum + equity
Posted: 4 days ago
City, London
onezeero.
Salary: £100000 - £140000 per annum + bonus & bens
Posted: 4 days ago
City, London
onezeero.
Salary: £50000 - £80000 per annum + bonus & bens
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £65000 per annum
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £65000 per annum
Posted: 4 days ago