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

3 months to
29 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 194 382 343
Rank change year-on-year
+188 -39
Permanent jobs citing Machine Learning 684 319 416
As % of all permanent IT jobs located in London 1.70% 0.72% 0.84%
As % of the Processes & Methodologies category 1.90% 0.82% 0.96%
Number of salaries quoted 614 279 367
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 £40,000 £39,000
10% offered a salary of more than £96,750 £100,000 £81,000
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
36072 38892 43116
As % of all permanent IT jobs located in London 89.47% 87.47% 86.93%
Number of salaries quoted 31140 32563 35776
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 £37,000
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 29 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 29 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 +110 80 £60,000 - 11
Mayfair - 4 £120,000 -
Hammersmith - 1 £55,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 29 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.

1 804 (63.36%) Python
2 551 (43.42%) Analytics
3 550 (43.34%) Big Data
4 502 (39.56%) Computer Science
5 464 (36.56%) Java
6 440 (34.67%) SQL
7 425 (33.49%) R
8 412 (32.47%) Degree
9 379 (29.87%) Hadoop
10 372 (29.31%) Algorithms
11 363 (28.61%) Statistics
12 325 (25.61%) PhD
13 300 (23.64%) Mathematics
14 291 (22.93%) Finance
15 286 (22.54%) Apache Spark
16 281 (22.14%) Agile Software Development
17 271 (21.36%) Analytical Skills
18 260 (20.49%) NoSQL
19 258 (20.33%) Data Mining
20 249 (19.62%) C++
21 241 (18.99%) Visualisation
22 209 (16.47%) JavaScript
23 185 (14.58%) TDD
23 185 (14.58%) Scala
24 179 (14.11%) Software Engineering
25 174 (13.71%) Artificial Intelligence
26 173 (13.63%) Data Analytics
27 166 (13.08%) Amazon AWS
28 146 (11.51%) MATLAB
29 139 (10.95%) Data Analysis

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
1 286 (22.54%) Apache Spark
2 104 (8.20%) SAS
3 70 (5.52%) Node.js
4 62 (4.89%) Apache Pig
5 60 (4.73%) Elasticsearch
6 55 (4.33%) Apache
7 20 (1.58%) Tomcat
8 16 (1.26%) SharePoint
9 11 (0.87%) Apache Solr
10 9 (0.71%) JBoss
10 9 (0.71%) WildFly
11 8 (0.63%) IPython
11 8 (0.63%) Jupyter
12 5 (0.39%) GlassFish
13 2 (0.16%) Jetty
14 1 (0.079%) IIS
14 1 (0.079%) Oracle Coherence
Applications
1 35 (2.76%) SPSS
2 25 (1.97%) MS Excel
3 14 (1.10%) Mathematica
4 10 (0.79%) Gephi
5 9 (0.71%) Weka
6 8 (0.63%) GNU Octave
7 3 (0.24%) MS Office
8 2 (0.16%) Simulink
9 1 (0.079%) EViews
9 1 (0.079%) MS PowerPoint
9 1 (0.079%) Photoshop
9 1 (0.079%) Stata
Business Applications
1 7 (0.55%) ReMetrica
2 6 (0.47%) SAP Oil and Gas
3 1 (0.079%) MetaTrader
Cloud Services
1 166 (13.08%) Amazon AWS
2 59 (4.65%) Microsoft Azure
3 51 (4.02%) GitHub
4 36 (2.84%) Cloud Computing
5 23 (1.81%) Amazon EC2
6 17 (1.34%) Amazon EMR
6 17 (1.34%) SaaS
7 16 (1.26%) Amazon S3
8 13 (1.02%) Google Cloud Platform
9 7 (0.55%) AWS Elastic Beanstalk
9 7 (0.55%) Azure Machine Learning
9 7 (0.55%) PaaS
10 4 (0.32%) Amazon Kinesis
10 4 (0.32%) Google Analytics
11 3 (0.24%) Amazon ELB
11 3 (0.24%) Google Play
12 1 (0.079%) AdWords
12 1 (0.079%) AWS CloudFormation
12 1 (0.079%) AWS Lambda
Communications & Networking
1 21 (1.65%) HTTP
2 12 (0.95%) Internet
3 4 (0.32%) DNS
3 4 (0.32%) TCP/IP
4 3 (0.24%) 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
5 2 (0.16%) Wireshark
6 1 (0.079%) SNA
6 1 (0.079%) VPN
6 1 (0.079%) Wireless
Database & Business Intelligence
1 550 (43.34%) Big Data
2 379 (29.87%) Hadoop
3 260 (20.49%) NoSQL
4 258 (20.33%) Data Mining
5 135 (10.64%) Apache Hive
6 109 (8.59%) MongoDB
7 104 (8.20%) SQL Server
8 102 (8.04%) PostgreSQL
9 95 (7.49%) Apache Cassandra
10 93 (7.33%) Relational Database
11 79 (6.23%) Data Warehouse
12 74 (5.83%) MySQL
13 38 (2.99%) SQL Server Integration Services
14 37 (2.92%) QlikView
15 34 (2.68%) Text Mining
16 33 (2.60%) Power BI
17 32 (2.52%) Amazon Redshift
18 30 (2.36%) Redis
18 30 (2.36%) SQL Server Reporting Services
19 27 (2.13%) RDBMS
Development Applications
1 123 (9.69%) Git (software)
2 61 (4.81%) Jenkins
3 35 (2.76%) Cucumber
4 30 (2.36%) RSpec
5 25 (1.97%) Vagrant
6 14 (1.10%) JIRA
7 13 (1.02%) Jasmine
7 13 (1.02%) Subversion
8 11 (0.87%) Mercurial
8 11 (0.87%) TeamCity
9 7 (0.55%) Maven
9 7 (0.55%) Yeoman
10 6 (0.47%) Grunt
10 6 (0.47%) JUnit
11 5 (0.39%) Travis CI
12 4 (0.32%) GDB
12 4 (0.32%) Talend Open Studio
12 4 (0.32%) Valgrind
13 3 (0.24%) Atlassian Bamboo
13 3 (0.24%) Selenium
General
1 291 (22.93%) Finance
2 101 (7.96%) Marketing
3 57 (4.49%) Retail
4 53 (4.18%) Advertising
5 39 (3.07%) Banking
6 34 (2.68%) Games
7 29 (2.29%) Telecoms
8 28 (2.21%) Law
9 19 (1.50%) Front Office
10 16 (1.26%) Manufacturing
11 15 (1.18%) Publishing
12 11 (0.87%) Automotive
13 10 (0.79%) Pharmaceutical
14 8 (0.63%) Aerospace
14 8 (0.63%) Financial Institution
14 8 (0.63%) Legal
15 7 (0.55%) Music Industry
16 6 (0.47%) Electronics
17 5 (0.39%) Investment Banking
18 2 (0.16%) Military
Job Titles
1 440 (34.67%) Data Scientist
2 369 (29.08%) Developer
3 160 (12.61%) Senior Data Scientist
4 107 (8.43%) Java Developer
5 103 (8.12%) Python Developer
6 85 (6.70%) Machine Learning Scientist
7 70 (5.52%) Senior Developer
8 66 (5.20%) Machine Learning Developer
9 58 (4.57%) Data Engineer
10 57 (4.49%) Software Engineer
11 56 (4.41%) Machine Learning Engineer
12 54 (4.26%) Analyst
13 52 (4.10%) Consultant
14 50 (3.94%) Architect
15 37 (2.92%) JavaScript Developer
16 35 (2.76%) C++ Developer
16 35 (2.76%) Java Engineer
16 35 (2.76%) Quantitative Developer
17 34 (2.68%) Ruby Developer
18 33 (2.60%) Data Architect
Libraries, Frameworks & Software Standards
1 119 (9.38%) HTML
2 118 (9.30%) Natural Language Processing
3 114 (8.98%) CSS
4 108 (8.51%) AngularJS
5 89 (7.01%) HTML5
6 88 (6.93%) D3.js
7 80 (6.30%) Web Services
8 65 (5.12%) RESTful
9 62 (4.89%) .NET
10 59 (4.65%) Spring
11 56 (4.41%) NumPy
12 50 (3.94%) Pandas
13 49 (3.86%) SciPy
14 48 (3.78%) scikit-learn
15 44 (3.47%) Kafka
16 37 (2.92%) REST
17 31 (2.44%) CSS3
17 31 (2.44%) Django
17 31 (2.44%) Ruby on Rails
18 30 (2.36%) Flask
Miscellaneous
1 502 (39.56%) Computer Science
2 372 (29.31%) Algorithms
3 363 (28.61%) Statistics
4 300 (23.64%) Mathematics
5 271 (21.36%) Analytical Skills
6 241 (18.99%) Visualisation
7 174 (13.71%) Artificial Intelligence
8 125 (9.85%) Physics
9 65 (5.12%) Fintech
9 65 (5.12%) Neural Network
10 63 (4.96%) Hedge funds
11 46 (3.62%) Applied Mathematics
12 39 (3.07%) User Experience
13 36 (2.84%) Data Structures
14 31 (2.44%) Mobile App
15 26 (2.05%) Economics
16 22 (1.73%) CUDA
17 15 (1.18%) Data Integration
18 14 (1.10%) Blog
19 13 (1.02%) Ontologies
Operating Systems
1 103 (8.12%) Linux
2 59 (4.65%) Unix
3 19 (1.50%) Apple iOS
4 18 (1.42%) Android
5 10 (0.79%) Ubuntu
6 9 (0.71%) Windows
7 8 (0.63%) CentOS
8 5 (0.39%) Windows Server
9 2 (0.16%) Debian
10 1 (0.079%) Mac OS X
Processes & Methodologies
1 551 (43.42%) Analytics
2 281 (22.14%) Agile Software Development
3 185 (14.58%) TDD
4 179 (14.11%) Software Engineering
5 173 (13.63%) Data Analytics
6 139 (10.95%) Data Analysis
7 133 (10.48%) Predictive Modelling
8 132 (10.40%) Business Intelligence
9 107 (8.43%) Data Visualisation
10 99 (7.80%) Scrum
11 97 (7.64%) Predictive Analytics
12 96 (7.57%) Open Source
13 94 (7.41%) Statistical Modelling
14 93 (7.33%) MapReduce
15 87 (6.86%) DevOps
16 83 (6.54%) Statistical Analysis
17 80 (6.30%) Data Modelling
17 80 (6.30%) OO
18 74 (5.83%) Bayesian Methods
19 73 (5.75%) BDD
Programming Languages
1 804 (63.36%) Python
2 464 (36.56%) Java
3 440 (34.67%) SQL
4 425 (33.49%) R
5 249 (19.62%) C++
6 209 (16.47%) JavaScript
7 185 (14.58%) Scala
8 146 (11.51%) MATLAB
9 92 (7.25%) Ruby
10 90 (7.09%) C#
11 61 (4.81%) Clojure
12 56 (4.41%) PHP
13 50 (3.94%) C
14 36 (2.84%) Perl
15 25 (1.97%) Go
16 21 (1.65%) Cython
17 20 (1.58%) Elixir
18 19 (1.50%) Haskell
18 19 (1.50%) Shell Script
19 18 (1.42%) T-SQL
Qualifications
1 412 (32.47%) Degree
2 325 (25.61%) PhD
3 21 (1.65%) Microsoft Certification
4 9 (0.71%) MCSD
5 8 (0.63%) Security Cleared
6 7 (0.55%) MCAD
6 7 (0.55%) MCPD
6 7 (0.55%) MCTS
7 6 (0.47%) PMI Certification
7 6 (0.47%) PMP
8 3 (0.24%) Postgraduate
8 3 (0.24%) SC Cleared
9 2 (0.16%) ISEB
9 2 (0.16%) MCDBA
9 2 (0.16%) MCITP
9 2 (0.16%) MCP
10 1 (0.079%) CHECK Team Member
10 1 (0.079%) CREST Certified
10 1 (0.079%) Cyber Scheme
10 1 (0.079%) OSCP
Quality Assurance & Compliance
1 18 (1.42%) QA
2 17 (1.34%) Data Quality
System Software
1 62 (4.89%) Docker
2 25 (1.97%) VirtualBox
3 16 (1.26%) HDFS
4 15 (1.18%) Xen
5 11 (0.87%) Apache Flume
5 11 (0.87%) VMware Infrastructure
6 5 (0.39%) Apache ZooKeeper
7 4 (0.32%) KVM
7 4 (0.32%) Snort
8 2 (0.16%) iptables
Systems Management
1 46 (3.62%) Puppet
2 25 (1.97%) Ansible
3 8 (0.63%) Opscode Chef
4 6 (0.47%) EMC NetWorker
4 6 (0.47%) Nagios
4 6 (0.47%) Terraform
5 4 (0.32%) Kibana
5 4 (0.32%) Kubernetes
5 4 (0.32%) logstash
5 4 (0.32%) OSSEC
6 2 (0.16%) Icinga
6 2 (0.16%) Mesos
6 2 (0.16%) Oozie
6 2 (0.16%) Salt
6 2 (0.16%) ZABBIX
7 1 (0.079%) Graphite
Vendors
1 67 (5.28%) Tableau
2 60 (4.73%) Microsoft
3 55 (4.33%) Google
4 38 (2.99%) Oracle
5 26 (2.05%) IBM
6 23 (1.81%) Cloudera
6 23 (1.81%) Hortonworks
7 22 (1.73%) Facebook
8 11 (0.87%) VMware
9 10 (0.79%) Omniture
9 10 (0.79%) RapidMiner
9 10 (0.79%) Wall Street Systems
10 9 (0.71%) Bloomberg
10 9 (0.71%) MicroStrategy
10 9 (0.71%) Teradata
11 7 (0.55%) Actian
11 7 (0.55%) SAP
12 5 (0.39%) Greenplum
13 4 (0.32%) Hitachi
13 4 (0.32%) Netezza
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 3 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 2 hours ago
City, London
Careerwise UK Limited
Salary: £100000 - £120000 per annum + bonus, benefits, negotiable
Posted: Yesterday
London
Empiric.com
Salary: From £70,000 to £85,000 per annum
Posted: 2 days ago
Central London / West End
Client Server
Salary: £55k to £70k + options
Posted: 2 days ago
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 2 days ago
London
Burns Sheehan
Salary: £70000 - £95000 per annum + 10% bonus + share options
Posted: 2 days ago
London
Salt
Salary: £60000 - £90000 per annum + benefits
Posted: 4 days ago
London
Harrington Starr
Salary: £40000 - £50000 per annum + Benefits
Posted: Yesterday
London
Parallel Consulting
Salary: £60000 - £90000 per annum
Posted: 6 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 5 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 6 days ago
London
Parallel Consulting
Salary: £50000 - £55000 per annum
Posted: 5 days ago
City, London
First Point
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: Yesterday
City, London
onezeero.
Salary: Competitive Salary + Benefits
Posted: 3 days ago
London
Burns Sheehan
Salary: £40000.00 - £45000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
Posted: 6 days ago
London
Haybrook IT Resourcing Ltd
Salary: Negotiable
Posted: Yesterday
London
Runpath
Salary: Competitive
Posted: 2 days ago
London
Engage PSG
Salary: £60000 - £70000 per annum + 10% bonus
Posted: 5 days ago
West London
First Point
Salary: £65000.00 - £80000.00 per annum + Benefits
Posted: 2 days ago
South East London
Client Server
Salary: £50k to £65k + benefits
Posted: 5 days ago
London
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: 5 days ago
London
Careerwise UK Limited
Salary: £60000 - £100000 per annum + benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £40k to £50k + benefits
Posted: 5 days ago
South East London
Client Server
Salary: £30k to £60k (multiple roles) + benefits
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £75000 - £85000 per annum
Posted: 2 days ago
Central London / West End
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 4 days ago
Central London / West End
Client Server
Salary: £40k to £45k + options
Posted: 6 days ago
London
Premier IT
Salary: £35000 - £50000 per annum
Posted: 4 days ago