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

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 204 328 412
Rank change year-on-year
+124 +84
Permanent jobs citing Machine Learning 605 388 272
As % of all permanent IT jobs located in London 1.60% 0.88% 0.59%
As % of the Processes & Methodologies category 1.78% 1.00% 0.68%
Number of salaries quoted 545 312 221
Median salary £67,500 £65,000 £57,500
Median salary % change year-on-year
+3.84% +13.04%
90% offered a salary of more than £40,000 £45,000 £40,000
10% offered a salary of more than £95,000 £85,000 £80,000
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%
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
33910 38985 39744
As % of all permanent IT jobs located in London 89.82% 88.27% 86.79%
Number of salaries quoted 29326 32907 32689
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 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 25 September 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 September 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 +117 94 £70,000 +12.00% 22
Westminster - 13 £82,500 -
Twickenham - 1 £40,000 -
Canary Wharf - 1 £70,000 -
Mayfair - 1 £62,500 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 25 September 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.

1 705 (54.02%) Python
2 540 (41.38%) Analytics
3 539 (41.30%) Big Data
4 505 (38.70%) Java
5 456 (34.94%) Computer Science
6 415 (31.80%) SQL
7 409 (31.34%) Algorithms
8 406 (31.11%) Degree
9 340 (26.05%) Agile Software Development
10 322 (24.67%) R
11 304 (23.30%) Statistics
12 298 (22.84%) Hadoop
13 296 (22.68%) PhD
14 280 (21.46%) Mathematics
15 262 (20.08%) NoSQL
16 259 (19.85%) Apache Spark
17 244 (18.70%) Analytical Skills
18 241 (18.47%) Data Mining
19 239 (18.31%) Software Engineering
20 234 (17.93%) Finance
21 229 (17.55%) Visualisation
22 210 (16.09%) Amazon AWS
22 210 (16.09%) C++
23 206 (15.79%) Artificial Intelligence
24 178 (13.64%) Scala
25 177 (13.56%) JavaScript
26 172 (13.18%) Data Analytics
27 162 (12.41%) Data Analysis
28 156 (11.95%) TDD
29 146 (11.19%) 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
1 259 (19.85%) Apache Spark
2 106 (8.12%) SAS
3 71 (5.44%) Elasticsearch
4 44 (3.37%) Apache
5 33 (2.53%) Tomcat
6 31 (2.38%) Apache Pig
7 19 (1.46%) Apache Solr
8 17 (1.30%) SharePoint
9 12 (0.92%) JBoss
9 12 (0.92%) WildFly
10 9 (0.69%) Jetty
11 8 (0.61%) Jupyter
12 7 (0.54%) IPython
13 5 (0.38%) nginx
14 4 (0.31%) Confluence
14 4 (0.31%) GlassFish
15 2 (0.15%) IIS
16 1 (0.077%) ejabberd
16 1 (0.077%) MS Exchange
16 1 (0.077%) Skype for Business
Applications
1 47 (3.60%) SPSS
2 23 (1.76%) MS Excel
3 16 (1.23%) GNU Octave
4 7 (0.54%) MS Office
5 6 (0.46%) Mathematica
5 6 (0.46%) MS PowerPoint
6 5 (0.38%) Gephi
7 3 (0.23%) Weka
8 2 (0.15%) CPLEX
8 2 (0.15%) Stata
9 1 (0.077%) Photoshop
Business Applications
1 10 (0.77%) ReMetrica
2 6 (0.46%) SAP Oil and Gas
3 3 (0.23%) Dynamics CRM
4 2 (0.15%) IBM Operational Decision Manager
4 2 (0.15%) Oracle AML
4 2 (0.15%) Oracle Financials
5 1 (0.077%) MetaTrader
5 1 (0.077%) SAP ERP
Cloud Services
1 210 (16.09%) Amazon AWS
2 86 (6.59%) Microsoft Azure
3 47 (3.60%) Amazon EC2
4 39 (2.99%) Amazon EMR
5 38 (2.91%) Cloud Computing
6 36 (2.76%) GitHub
7 35 (2.68%) Amazon S3
8 34 (2.61%) SaaS
9 33 (2.53%) Google Cloud Platform
10 23 (1.76%) PaaS
11 12 (0.92%) AWS Elastic Beanstalk
11 12 (0.92%) IBM Cloud
12 11 (0.84%) Azure Machine Learning
13 8 (0.61%) Heroku
14 7 (0.54%) Amazon ELB
14 7 (0.54%) Amazon Kinesis
14 7 (0.54%) Data Lake Analytics
14 7 (0.54%) IaaS
14 7 (0.54%) Virtual Private Cloud
15 4 (0.31%) AWS CloudFormation
Communications & Networking
1 17 (1.30%) Internet
2 11 (0.84%) HTTP
3 3 (0.23%) Skype
4 2 (0.15%) ATM
4 2 (0.15%) Firewall
4 2 (0.15%) HTTPS
4 2 (0.15%) TCP/IP
4 2 (0.15%) tcpdump
4 2 (0.15%) Wireshark
4 2 (0.15%) X.509
5 1 (0.077%) DNS
5 1 (0.077%) IPsec
5 1 (0.077%) LAN
5 1 (0.077%) MQTT
5 1 (0.077%) Network Security
5 1 (0.077%) VPN
5 1 (0.077%) WAN
5 1 (0.077%) Wireless
Database & Business Intelligence
1 539 (41.30%) Big Data
2 298 (22.84%) Hadoop
3 262 (20.08%) NoSQL
4 241 (18.47%) Data Mining
5 91 (6.97%) SQL Server
6 88 (6.74%) Apache Cassandra
7 86 (6.59%) MongoDB
7 86 (6.59%) PostgreSQL
8 85 (6.51%) Apache Hive
9 79 (6.05%) Data Warehouse
10 77 (5.90%) Relational Database
11 67 (5.13%) MySQL
12 52 (3.98%) Amazon Redshift
13 36 (2.76%) Neo4j
14 34 (2.61%) SQL Server Integration Services
15 32 (2.45%) Power BI
15 32 (2.45%) RDBMS
16 31 (2.38%) SQL Server Reporting Services
17 29 (2.22%) Redis
18 27 (2.07%) HBase
Development Applications
1 104 (7.97%) Git (software)
2 56 (4.29%) Jenkins
3 25 (1.92%) Maven
4 24 (1.84%) Vagrant
5 22 (1.69%) JIRA
6 20 (1.53%) Cucumber
7 15 (1.15%) JUnit
7 15 (1.15%) TeamCity
8 13 (1.00%) RSpec
9 9 (0.69%) Yeoman
10 7 (0.54%) CMake
10 7 (0.54%) Visual Studio
10 7 (0.54%) Visual Studio Tools for Office
11 6 (0.46%) IntelliJ
12 5 (0.38%) Appium
12 5 (0.38%) gulp
13 4 (0.31%) Log4j
13 4 (0.31%) Mockito
13 4 (0.31%) MSBuild
14 3 (0.23%) Selenium
General
1 234 (17.93%) Finance
2 129 (9.89%) Marketing
3 60 (4.60%) Retail
4 59 (4.52%) Advertising
5 41 (3.14%) Banking
6 39 (2.99%) Telecoms
7 36 (2.76%) Games
7 36 (2.76%) Publishing
8 26 (1.99%) Law
9 23 (1.76%) Manufacturing
10 12 (0.92%) Financial Institution
11 11 (0.84%) Front Office
11 11 (0.84%) Legal
12 10 (0.77%) Pharmaceutical
13 8 (0.61%) French Language
14 6 (0.46%) Back Office
14 6 (0.46%) Electronics
15 3 (0.23%) Investment Banking
16 2 (0.15%) iGaming
17 1 (0.077%) Billing
Job Titles
1 406 (31.11%) Data Scientist
2 364 (27.89%) Developer
3 139 (10.65%) Java Developer
4 113 (8.66%) Senior Data Scientist
5 107 (8.20%) Machine Learning Scientist
6 86 (6.59%) Python Developer
7 78 (5.98%) Machine Learning Developer
8 72 (5.52%) Software Engineer
9 68 (5.21%) Architect
10 67 (5.13%) Analyst
11 58 (4.44%) Data Engineer
12 56 (4.29%) Senior Developer
13 55 (4.21%) Java Engineer
14 48 (3.68%) Machine Learning Engineer
15 45 (3.45%) Consultant
16 43 (3.30%) Lead Developer
17 42 (3.22%) C++ Developer
18 41 (3.14%) Scala Developer
19 40 (3.07%) Data Architect
20 38 (2.91%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 146 (11.19%) Natural Language Processing
2 100 (7.66%) HTML
3 97 (7.43%) Web Services
4 92 (7.05%) CSS
5 82 (6.28%) Spring
6 68 (5.21%) .NET
6 68 (5.21%) RESTful
7 59 (4.52%) AngularJS
8 57 (4.37%) Node.js
9 55 (4.21%) D3.js
10 54 (4.14%) scikit-learn
11 52 (3.98%) REST
12 51 (3.91%) NumPy
13 48 (3.68%) HTML5
14 42 (3.22%) React
15 41 (3.14%) Django
16 37 (2.84%) Pandas
17 33 (2.53%) Flask
18 30 (2.30%) Lucene
18 30 (2.30%) SciPy
Miscellaneous
1 456 (34.94%) Computer Science
2 409 (31.34%) Algorithms
3 304 (23.30%) Statistics
4 280 (21.46%) Mathematics
5 244 (18.70%) Analytical Skills
6 229 (17.55%) Visualisation
7 206 (15.79%) Artificial Intelligence
8 107 (8.20%) Physics
9 74 (5.67%) Neural Network
10 68 (5.21%) Fintech
11 53 (4.06%) Data Structures
12 49 (3.75%) Hedge funds
13 46 (3.52%) User Experience
14 41 (3.14%) Mobile App
15 31 (2.38%) Ontologies
16 26 (1.99%) CUDA
17 22 (1.69%) Biometrics
18 18 (1.38%) Clustering
19 15 (1.15%) Semantic Web
20 14 (1.07%) Economics
Operating Systems
1 118 (9.04%) Linux
2 27 (2.07%) Android
3 23 (1.76%) Unix
4 20 (1.53%) Apple iOS
5 15 (1.15%) Windows
6 11 (0.84%) CentOS
6 11 (0.84%) Ubuntu
7 5 (0.38%) Embedded Linux
Processes & Methodologies
1 540 (41.38%) Analytics
2 340 (26.05%) Agile Software Development
3 239 (18.31%) Software Engineering
4 172 (13.18%) Data Analytics
5 162 (12.41%) Data Analysis
6 156 (11.95%) TDD
7 128 (9.81%) Predictive Modelling
8 121 (9.27%) Scrum
9 120 (9.20%) Business Intelligence
10 115 (8.81%) Predictive Analytics
11 103 (7.89%) DevOps
12 97 (7.43%) Open Source
13 93 (7.13%) Data Visualisation
13 93 (7.13%) OO
14 91 (6.97%) Statistical Modelling
15 89 (6.82%) Deep Learning
16 85 (6.51%) MapReduce
17 81 (6.21%) Statistical Analysis
18 69 (5.29%) Microservices
19 66 (5.06%) OOP
Programming Languages
1 705 (54.02%) Python
2 505 (38.70%) Java
3 415 (31.80%) SQL
4 322 (24.67%) R
5 210 (16.09%) C++
6 178 (13.64%) Scala
7 177 (13.56%) JavaScript
8 118 (9.04%) MATLAB
9 82 (6.28%) C#
10 70 (5.36%) Ruby
11 60 (4.60%) Clojure
12 33 (2.53%) Go
12 33 (2.53%) PHP
13 31 (2.38%) C
14 27 (2.07%) Haskell
15 19 (1.46%) Bash Shell
16 18 (1.38%) Shell Script
17 14 (1.07%) VBA
18 12 (0.92%) Elixir
18 12 (0.92%) T-SQL
Qualifications
1 406 (31.11%) Degree
2 296 (22.68%) PhD
3 26 (1.99%) Microsoft Certification
4 17 (1.30%) Security Cleared
5 11 (0.84%) BC Cleared
5 11 (0.84%) MCSD
6 10 (0.77%) MCAD
6 10 (0.77%) MCPD
6 10 (0.77%) MCTS
7 5 (0.38%) PMI Certification
8 4 (0.31%) PMP
8 4 (0.31%) Postgraduate
9 2 (0.15%) ISEB
10 1 (0.077%) AWS Certification
10 1 (0.077%) CISA
10 1 (0.077%) CISM
10 1 (0.077%) CISSP
10 1 (0.077%) ITIL Certification
10 1 (0.077%) Oracle Certification
10 1 (0.077%) SC Cleared
Quality Assurance & Compliance
1 29 (2.22%) QA
2 12 (0.92%) GCP
3 7 (0.54%) Data Quality
4 1 (0.077%) ISO/IEC 27001
4 1 (0.077%) PCI DSS
4 1 (0.077%) SNOMED CT
System Software
1 74 (5.67%) Docker
2 28 (2.15%) Virtual Machines
3 23 (1.76%) VirtualBox
4 19 (1.46%) Xen
5 18 (1.38%) VMware Infrastructure
6 13 (1.00%) HDFS
7 8 (0.61%) LXC
8 4 (0.31%) Apache ZooKeeper
9 2 (0.15%) KVM
10 1 (0.077%) Active Directory
10 1 (0.077%) Apache Flume
10 1 (0.077%) Snort
10 1 (0.077%) Varnish
Systems Management
1 40 (3.07%) Ansible
2 35 (2.68%) Puppet
3 14 (1.07%) Opscode Chef
4 8 (0.61%) Kubernetes
5 3 (0.23%) Mesos
6 2 (0.15%) Grafana
6 2 (0.15%) Kibana
6 2 (0.15%) logstash
6 2 (0.15%) Nagios
7 1 (0.077%) Graphite
7 1 (0.077%) OSSEC
7 1 (0.077%) Salt
Vendors
1 63 (4.83%) Tableau
2 60 (4.60%) Microsoft
3 51 (3.91%) Oracle
4 47 (3.60%) Google
5 37 (2.84%) Cloudera
5 37 (2.84%) IBM
6 30 (2.30%) Hortonworks
7 18 (1.38%) VMware
8 16 (1.23%) Splunk
9 14 (1.07%) SAP
10 11 (0.84%) RapidMiner
11 10 (0.77%) Actian
12 9 (0.69%) Facebook
13 8 (0.61%) Hitachi
13 8 (0.61%) Netezza
14 7 (0.54%) MapR
15 6 (0.46%) Alteryx
15 6 (0.46%) MicroStrategy
15 6 (0.46%) Teradata
16 5 (0.38%) Sybase
London
Parallel Consulting
Salary: £60000 - £70000 per annum
Posted: Yesterday
London
Parallel Consulting
Salary: £50000 - £70000 per annum
Posted: Yesterday
London
Oho Group Ltd.
Salary: £50000 - £90000 per annum, Benefits Excellent Benefits
Posted: 2 days ago
London
Oliver Bernard
Salary: £100000 - £120000 per annum
Posted: 3 days ago
London
ISL
Salary: £45000 - £65000 per annum
Posted: 2 days ago
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 3 days ago
City, London
Networking People
Salary: £85000 - £95000 per annum + Share Options + Benefits
Posted: Yesterday
London
McGregor Boyall
Salary: £50000.00 - £60000.00 per annum
Posted: 3 days ago
London
Capita Resourcing - IT Resourcing
Salary: £50000 - £70000 per annum + stock options
Posted: 2 days ago
City, London
AdRoc Group
Posted: 4 days ago
London
Eligo Recruitment Ltd
Salary: £100000 - £120000 per annum + Exceptional Benifits
Posted: 5 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: Yesterday
East London
Quant Capital
Salary: Up to £65,000 per annum + benefits and bonus
Posted: Yesterday
South East London
Client Server
Salary: C# Developer / .Net Software Engineer London to £75k
Posted: Yesterday
Central London / West End
Sopra Steria Recruitment
Salary: From £50,000 to £65,000 per annum + 15% flex benefits
Posted: Yesterday
City, London
Client Server
Salary: £50k to £60k + benefits
Posted: 2 days ago
London
Engage PSG
Salary: £55000 - £75000 per annum + equity, bonus
Posted: 3 days ago
Central London / West End
Digitech Resourcing Ltd
Salary: From £55,000 to £85,000 per annum + Excellent benefits package
Posted: 3 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + bonus, benefits, pension
Posted: 4 days ago
City, London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 5 days ago
Central London / West End
Client Server
Salary: £50k to £60k + benefits
Posted: 4 days ago
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 4 days ago
City, London
Client Server
Salary: £65k to £80k
Posted: 5 days ago
Central London / West End
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 4 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 3 days ago
London
Harrington Starr
Salary: £65000 - £100000 per annum + Benefits + Bonus
Posted: 5 days ago
London
Durlston Partners
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: 5 days ago
London
People Source Consulting
Salary: £60000 - £70000 per annum + Bonus and benefits package
Posted: 5 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £60k to £75k + options + benefits
Posted: 5 days ago
London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 3 days ago