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

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Machine Learning
Rank 197 326 413
Rank change year-on-year
+129 +87
Permanent jobs citing Machine Learning 650 389 271
As % of all permanent IT jobs located in London 1.66% 0.90% 0.58%
As % of the Processes & Methodologies category 1.85% 1.02% 0.67%
Number of salaries quoted 588 319 215
Median salary £67,500 £62,000 £62,500
Median salary % change year-on-year
+8.87% -0.80%
90% offered a salary of more than £40,000 £42,500 £42,500
10% offered a salary of more than £100,000 £87,500 £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
35199 38278 40360
As % of all permanent IT jobs located in London 89.84% 88.26% 87.04%
Number of salaries quoted 30501 32260 33268
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £37,500 £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 30 August 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 30 August 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 +99 94 £66,250 +6.00% 21
Westminster - 12 £82,500 -
Mayfair - 2 £62,500 -
Twickenham - 1 £40,000 -
Canary Wharf - 1 £70,000 -
Hammersmith - 1 £72,500 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 30 August 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.

1 747 (55.87%) Python
2 564 (42.18%) Analytics
3 551 (41.21%) Big Data
4 504 (37.70%) Java
5 481 (35.98%) Computer Science
6 442 (33.06%) SQL
7 412 (30.82%) Degree
8 411 (30.74%) Algorithms
9 340 (25.43%) R
10 335 (25.06%) Agile Software Development
11 328 (24.53%) Statistics
12 319 (23.86%) Hadoop
13 313 (23.41%) PhD
14 289 (21.62%) Mathematics
15 275 (20.57%) Analytical Skills
16 271 (20.27%) Apache Spark
17 257 (19.22%) NoSQL
18 256 (19.15%) Data Mining
19 252 (18.85%) Visualisation
20 239 (17.88%) Finance
21 228 (17.05%) Software Engineering
22 225 (16.83%) C++
23 223 (16.68%) Amazon AWS
24 208 (15.56%) Artificial Intelligence
25 191 (14.29%) JavaScript
26 181 (13.54%) Scala
27 175 (13.09%) Data Analytics
28 170 (12.72%) Data Analysis
29 168 (12.57%) TDD
30 139 (10.40%) Natural Language Processing

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
1 271 (20.27%) Apache Spark
2 113 (8.45%) SAS
3 73 (5.46%) Elasticsearch
4 50 (3.74%) Apache
5 37 (2.77%) Apache Pig
6 36 (2.69%) Tomcat
7 21 (1.57%) Apache Solr
8 16 (1.20%) SharePoint
9 15 (1.12%) JBoss
9 15 (1.12%) WildFly
10 11 (0.82%) IPython
10 11 (0.82%) Jupyter
11 9 (0.67%) Jetty
12 4 (0.30%) GlassFish
12 4 (0.30%) nginx
13 3 (0.22%) Confluence
14 1 (0.075%) ejabberd
14 1 (0.075%) IIS
Applications
1 48 (3.59%) SPSS
2 24 (1.80%) MS Excel
3 17 (1.27%) GNU Octave
4 7 (0.52%) MS Office
5 6 (0.45%) MS PowerPoint
6 5 (0.37%) Gephi
6 5 (0.37%) Mathematica
7 4 (0.30%) Weka
8 2 (0.15%) CPLEX
9 1 (0.075%) EViews
9 1 (0.075%) Photoshop
9 1 (0.075%) Stata
Business Applications
1 11 (0.82%) ReMetrica
2 6 (0.45%) SAP Oil and Gas
3 3 (0.22%) Dynamics CRM
4 2 (0.15%) Oracle AML
5 1 (0.075%) IBM Operational Decision Manager
5 1 (0.075%) MetaTrader
5 1 (0.075%) Oracle Financials
Cloud Services
1 223 (16.68%) Amazon AWS
2 75 (5.61%) Microsoft Azure
3 51 (3.81%) GitHub
4 47 (3.52%) Amazon EC2
5 36 (2.69%) Cloud Computing
6 35 (2.62%) Amazon EMR
7 31 (2.32%) Amazon S3
7 31 (2.32%) SaaS
8 22 (1.65%) Google Cloud Platform
9 18 (1.35%) PaaS
10 16 (1.20%) IBM Cloud
11 15 (1.12%) AWS Elastic Beanstalk
12 10 (0.75%) Azure Machine Learning
13 8 (0.60%) Amazon ELB
13 8 (0.60%) Amazon Kinesis
14 7 (0.52%) Data Lake Analytics
14 7 (0.52%) IaaS
15 5 (0.37%) Heroku
16 3 (0.22%) AWS CloudFormation
16 3 (0.22%) Virtual Private Cloud
Communications & Networking
1 16 (1.20%) Internet
2 10 (0.75%) HTTP
3 5 (0.37%) TCP/IP
4 3 (0.22%) DNS
4 3 (0.22%) HTTPS
4 3 (0.22%) Skype
5 2 (0.15%) tcpdump
5 2 (0.15%) Wireshark
5 2 (0.15%) X.509
6 1 (0.075%) Firewall
6 1 (0.075%) LAN
6 1 (0.075%) Network Security
6 1 (0.075%) VPN
6 1 (0.075%) WAN
6 1 (0.075%) Wireless
Database & Business Intelligence
1 551 (41.21%) Big Data
2 319 (23.86%) Hadoop
3 257 (19.22%) NoSQL
4 256 (19.15%) Data Mining
5 95 (7.11%) Apache Hive
6 93 (6.96%) PostgreSQL
7 91 (6.81%) SQL Server
8 90 (6.73%) Relational Database
9 89 (6.66%) Apache Cassandra
10 84 (6.28%) MongoDB
11 83 (6.21%) Data Warehouse
12 76 (5.68%) MySQL
13 53 (3.96%) Amazon Redshift
14 36 (2.69%) Neo4j
15 31 (2.32%) RDBMS
15 31 (2.32%) SQL Server Integration Services
16 29 (2.17%) Power BI
17 27 (2.02%) SQL Server Reporting Services
18 26 (1.94%) HBase
19 25 (1.87%) Redis
Development Applications
1 121 (9.05%) Git (software)
2 71 (5.31%) Jenkins
3 35 (2.62%) Cucumber
4 32 (2.39%) Vagrant
5 29 (2.17%) RSpec
6 22 (1.65%) Maven
7 21 (1.57%) JIRA
8 14 (1.05%) JUnit
9 13 (0.97%) TeamCity
10 11 (0.82%) Yeoman
11 7 (0.52%) CMake
11 7 (0.52%) Visual Studio
11 7 (0.52%) Visual Studio Tools for Office
12 6 (0.45%) IntelliJ
13 4 (0.30%) Appium
13 4 (0.30%) Log4j
13 4 (0.30%) Mockito
13 4 (0.30%) Subversion
14 3 (0.22%) gulp
14 3 (0.22%) Valgrind
General
1 239 (17.88%) Finance
2 125 (9.35%) Marketing
3 75 (5.61%) Advertising
4 61 (4.56%) Retail
5 50 (3.74%) Banking
6 40 (2.99%) Telecoms
7 36 (2.69%) Games
8 32 (2.39%) Publishing
9 27 (2.02%) Law
9 27 (2.02%) Manufacturing
10 13 (0.97%) Front Office
11 12 (0.90%) Legal
11 12 (0.90%) Pharmaceutical
12 10 (0.75%) Financial Institution
13 6 (0.45%) Back Office
13 6 (0.45%) Electronics
13 6 (0.45%) French Language
14 5 (0.37%) Investment Banking
15 2 (0.15%) Billing
15 2 (0.15%) iGaming
Job Titles
1 437 (32.69%) Data Scientist
2 372 (27.82%) Developer
3 131 (9.80%) Java Developer
4 121 (9.05%) Senior Data Scientist
5 112 (8.38%) Machine Learning Scientist
6 84 (6.28%) Python Developer
7 78 (5.83%) Machine Learning Developer
8 72 (5.39%) Analyst
9 70 (5.24%) Software Engineer
10 66 (4.94%) Architect
11 61 (4.56%) Senior Developer
12 58 (4.34%) Data Engineer
13 53 (3.96%) Java Engineer
14 49 (3.66%) Consultant
15 45 (3.37%) Machine Learning Engineer
16 43 (3.22%) Lead Developer
17 40 (2.99%) C++ Developer
18 39 (2.92%) JavaScript Developer
19 38 (2.84%) Quantitative Developer
20 36 (2.69%) Data Architect
Libraries, Frameworks & Software Standards
1 139 (10.40%) Natural Language Processing
2 119 (8.90%) HTML
3 110 (8.23%) CSS
4 103 (7.70%) Web Services
5 83 (6.21%) Spring
6 77 (5.76%) AngularJS
7 72 (5.39%) HTML5
8 67 (5.01%) D3.js
9 66 (4.94%) RESTful
10 63 (4.71%) Node.js
11 61 (4.56%) .NET
12 57 (4.26%) scikit-learn
13 50 (3.74%) NumPy
14 48 (3.59%) REST
15 41 (3.07%) SciPy
16 40 (2.99%) Pandas
17 39 (2.92%) Lucene
18 38 (2.84%) Django
19 37 (2.77%) Kafka
20 34 (2.54%) React
Miscellaneous
1 481 (35.98%) Computer Science
2 411 (30.74%) Algorithms
3 328 (24.53%) Statistics
4 289 (21.62%) Mathematics
5 275 (20.57%) Analytical Skills
6 252 (18.85%) Visualisation
7 208 (15.56%) Artificial Intelligence
8 114 (8.53%) Physics
9 74 (5.53%) Neural Network
10 60 (4.49%) Fintech
11 58 (4.34%) Hedge funds
12 57 (4.26%) Data Structures
13 43 (3.22%) User Experience
14 41 (3.07%) Mobile App
15 30 (2.24%) CUDA
16 26 (1.94%) Ontologies
17 22 (1.65%) Biometrics
18 18 (1.35%) Economics
19 17 (1.27%) Clustering
20 15 (1.12%) Data Integration
Operating Systems
1 120 (8.98%) Linux
2 33 (2.47%) Unix
3 27 (2.02%) Android
4 23 (1.72%) Apple iOS
5 12 (0.90%) CentOS
5 12 (0.90%) Ubuntu
6 9 (0.67%) Windows
7 5 (0.37%) Embedded Linux
8 1 (0.075%) Windows Server
Processes & Methodologies
1 564 (42.18%) Analytics
2 335 (25.06%) Agile Software Development
3 228 (17.05%) Software Engineering
4 175 (13.09%) Data Analytics
5 170 (12.72%) Data Analysis
6 168 (12.57%) TDD
7 138 (10.32%) Predictive Modelling
7 138 (10.32%) Scrum
8 117 (8.75%) Business Intelligence
9 111 (8.30%) Data Visualisation
10 109 (8.15%) Predictive Analytics
11 105 (7.85%) Open Source
12 104 (7.78%) DevOps
13 100 (7.48%) MapReduce
14 99 (7.40%) Statistical Modelling
15 89 (6.66%) Statistical Analysis
16 87 (6.51%) OO
17 83 (6.21%) Deep Learning
18 71 (5.31%) BDD
18 71 (5.31%) Data Modelling
Programming Languages
1 747 (55.87%) Python
2 504 (37.70%) Java
3 442 (33.06%) SQL
4 340 (25.43%) R
5 225 (16.83%) C++
6 191 (14.29%) JavaScript
7 181 (13.54%) Scala
8 127 (9.50%) MATLAB
9 89 (6.66%) Ruby
10 82 (6.13%) C#
11 76 (5.68%) Clojure
12 43 (3.22%) Go
12 43 (3.22%) PHP
13 28 (2.09%) Haskell
14 26 (1.94%) C
15 22 (1.65%) Elixir
16 20 (1.50%) Bash Shell
17 17 (1.27%) VBA
18 15 (1.12%) Shell Script
19 13 (0.97%) T-SQL
Qualifications
1 412 (30.82%) Degree
2 313 (23.41%) PhD
3 23 (1.72%) Microsoft Certification
4 13 (0.97%) Security Cleared
5 11 (0.82%) MCAD
5 11 (0.82%) MCPD
5 11 (0.82%) MCSD
5 11 (0.82%) MCTS
6 7 (0.52%) BC Cleared
7 5 (0.37%) PMI Certification
7 5 (0.37%) Postgraduate
8 4 (0.30%) PMP
9 2 (0.15%) ISEB
9 2 (0.15%) SC Cleared
10 1 (0.075%) CHECK Team Member
10 1 (0.075%) CREST Certified
10 1 (0.075%) Cyber Scheme
10 1 (0.075%) ITIL Certification
10 1 (0.075%) OSCP
Quality Assurance & Compliance
1 28 (2.09%) QA
2 8 (0.60%) Data Quality
2 8 (0.60%) GCP
3 1 (0.075%) SNOMED CT
System Software
1 78 (5.83%) Docker
2 34 (2.54%) Virtual Machines
3 31 (2.32%) VirtualBox
4 21 (1.57%) Xen
5 18 (1.35%) HDFS
6 17 (1.27%) VMware Infrastructure
7 6 (0.45%) LXC
8 5 (0.37%) Apache ZooKeeper
9 4 (0.30%) KVM
10 3 (0.22%) Snort
11 1 (0.075%) Apache Flume
11 1 (0.075%) Varnish
Systems Management
1 51 (3.81%) Puppet
2 36 (2.69%) Ansible
3 11 (0.82%) Opscode Chef
4 9 (0.67%) Kubernetes
5 3 (0.22%) Nagios
5 3 (0.22%) OSSEC
6 2 (0.15%) Grafana
6 2 (0.15%) Kibana
6 2 (0.15%) logstash
6 2 (0.15%) Mesos
7 1 (0.075%) Graphite
7 1 (0.075%) Salt
Vendors
1 72 (5.39%) Tableau
2 53 (3.96%) Microsoft
3 50 (3.74%) Oracle
4 41 (3.07%) Google
5 40 (2.99%) IBM
6 38 (2.84%) Cloudera
7 32 (2.39%) Hortonworks
8 17 (1.27%) VMware
9 16 (1.20%) Splunk
10 12 (0.90%) RapidMiner
10 12 (0.90%) SAP
11 11 (0.82%) Actian
12 9 (0.67%) Facebook
12 9 (0.67%) MicroStrategy
12 9 (0.67%) Netezza
13 8 (0.60%) Hitachi
14 7 (0.52%) Teradata
15 6 (0.45%) Alteryx
15 6 (0.45%) MapR
16 5 (0.37%) Sybase
London
Burns Sheehan
Salary: £70000 - £90000 per annum
Posted: 7 hours ago
City, London
ANSON MCCADE
Salary: £450 - £550 per Day
Posted: 10 hours ago
Central London / West End
Client Server
Salary: £65k to £80k + benefits
Posted: Yesterday
West London
Client Server
Salary: £40k to £60k + benefits
Posted: 17 hours ago
City, London
Vantage Recruitment Solutions Ltd
Salary: From £60,000 to £65,000 per annum Benefits package (Including Bonus)
Posted: 6 hours ago
South East London
Client Server
Salary: £60k to £75k + benefits
Posted: 12 hours ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 2 days ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 2 days ago
City, London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: Yesterday
City, London
Big Wednesday Digital Ltd
Salary: £65000 - £125000 per annum + Negotiable
Posted: 6 hours ago
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: 13 hours ago
London
Ability Resourcing
Salary: £55000 - £70000 per annum + Options (Early Stage)
Posted: 2 days ago
London
Burns Sheehan
Salary: £40000 - £60000 per annum + Stock options
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 8 hours ago
City, London
Harrington Starr
Salary: £55000 - £70000 per annum + Benefits + Bonus
Posted: 3 hours ago
City, London
Harris Global
Salary: From £50,000 to £75,000 per annum Benefits + Bonus
Posted: 4 days ago
City, London
Networking People
Salary: £65000 - £85000 per annum + Share Options + Generous Benefits
Posted: 2 days ago
City, London
Networking People
Salary: £65000 - £85000 per annum + Share Options + Generous Benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £65k to £90k + options
Posted: Yesterday
London
Ability Resourcing
Salary: £70000 - £80000 per annum + Benefits, Options
Posted: 2 days ago
City, London
Client Server
Salary: £65k to £80k
Posted: 4 days ago
London
Harrington Starr
Posted: 5 days ago
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 4 days ago
City, London
Client Server
Salary: £30k to £50k
Posted: 4 days ago
City, London
Networking People
Salary: Bonus + Benefits
Posted: 6 days ago
North West London
GridCell
Salary: From £20,000 to £30,000 per annum Bonuses, Flexible Working, Training
Posted: 4 days ago
City, London
Client Server
Salary: £55k to £70k
Posted: 5 days ago
London
Client Server
Salary: £45k to £60k
Posted: 5 days ago
London
onezeero.
Salary: £75000 - £100000 per annum + Bonus & Bens
Posted: 5 days ago
City, London
Harrington Starr
Salary: £45000 - £55000 per annum + plus package and bonus
Posted: 6 days ago