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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Machine Learning
England / London
Rank 178 227 389
Rank change year-on-year
+49 +162
Permanent jobs citing Machine Learning 608 576 281
As % of all permanent IT jobs located in London 1.81% 1.42% 0.67%
As % of the Processes & Methodologies category 2.02% 1.59% 0.77%
Number of salaries quoted 531 529 245
Median salary £67,500 £62,500 £65,000
Median salary % change year-on-year
+8.00% -3.84%
90% offered a salary of more than £50,000 £46,200 £42,500
10% offered a salary of more than £100,000 £93,000 £100,000
UK excluding London median salary £52,000 £55,000 £45,000
% change year-on-year
-5.45% +22.22%

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
30130 36214 36642
As % of all permanent IT jobs located in London 89.94% 89.22% 87.11%
Number of salaries quoted 25286 30904 30654
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 £39,000 £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 27 February 2017.

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 27 February 2017. 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 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 +25 84 £65,000 -3.70% 31
West End of London +3 2 £65,000 +8.33% 8
Westminster - 2 £90,000 -
Hackney - 1 - - 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 27 February 2017, 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.

1 685 (58.90%) Python
2 498 (42.82%) Big Data
3 445 (38.26%) Analytics
4 410 (35.25%) Algorithms
5 393 (33.79%) Java
6 380 (32.67%) Computer Science
7 325 (27.94%) Apache Spark
8 324 (27.86%) Agile Software Development
9 317 (27.26%) Hadoop
10 307 (26.40%) PhD
11 305 (26.23%) Degree
12 304 (26.14%) R
13 300 (25.80%) Mathematics
14 295 (25.37%) SQL
15 279 (23.99%) Finance
16 247 (21.24%) Statistics
17 215 (18.49%) Scala
18 210 (18.06%) Software Engineering
19 199 (17.11%) JavaScript
20 175 (15.05%) Analytical Skills
21 172 (14.79%) NoSQL
22 169 (14.53%) C++
23 166 (14.27%) Amazon AWS
24 156 (13.41%) Artificial Intelligence
24 156 (13.41%) Visualisation
25 140 (12.04%) Data Mining
26 131 (11.26%) Linux
27 128 (11.01%) Business Intelligence
28 125 (10.75%) MongoDB
29 123 (10.58%) Marketing

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
1 325 (27.94%) Apache Spark
2 95 (8.17%) Elasticsearch
3 85 (7.31%) SAS
4 80 (6.88%) Apache
5 25 (2.15%) Apache Solr
6 23 (1.98%) Apache Pig
7 22 (1.89%) Tomcat
8 12 (1.03%) Tornado
9 11 (0.95%) CMS
9 11 (0.95%) SharePoint
10 9 (0.77%) Confluence
11 7 (0.60%) Apache Airflow
11 7 (0.60%) JBoss
11 7 (0.60%) Luigi
12 5 (0.43%) Drupal
12 5 (0.43%) IIS
13 3 (0.26%) Cloud Foundry
14 2 (0.17%) Jupyter
14 2 (0.17%) Skype for Business
14 2 (0.17%) uWSGI
Applications
1 44 (3.78%) MS Excel
2 31 (2.67%) SPSS
3 8 (0.69%) EViews
3 8 (0.69%) MS Office
3 8 (0.69%) MS PowerPoint
4 5 (0.43%) Stata
5 4 (0.34%) Weka
6 3 (0.26%) Gephi
7 2 (0.17%) GNU Octave
8 1 (0.086%) Adobe Illustrator
8 1 (0.086%) Mathematica
8 1 (0.086%) Photoshop
8 1 (0.086%) SPSS Modeler
Business Applications
1 9 (0.77%) SAP Oil and Gas
2 2 (0.17%) SAP ERP
3 1 (0.086%) IBM Operational Decision Manager
3 1 (0.086%) Oracle AML
3 1 (0.086%) Oracle Financials
3 1 (0.086%) Payment Gateway
Cloud Services
1 166 (14.27%) Amazon AWS
2 72 (6.19%) Microsoft Azure
3 62 (5.33%) Google Cloud Platform
4 38 (3.27%) Cloud Computing
5 30 (2.58%) Amazon EMR
6 28 (2.41%) SaaS
7 27 (2.32%) GitHub
8 20 (1.72%) Amazon S3
9 17 (1.46%) Azure Machine Learning
10 16 (1.38%) Amazon EC2
11 12 (1.03%) PaaS
12 9 (0.77%) AWS Lambda
13 8 (0.69%) Amazon Kinesis
14 7 (0.60%) Data Lake Analytics
14 7 (0.60%) Virtual Private Cloud
15 6 (0.52%) Amazon CloudWatch
16 5 (0.43%) Heroku
17 4 (0.34%) Amazon SQS
17 4 (0.34%) AWS Elastic Beanstalk
17 4 (0.34%) CloudFront
Communications & Networking
1 11 (0.95%) HTTP
1 11 (0.95%) Internet
2 5 (0.43%) Network Security
3 4 (0.34%) AMQP
4 3 (0.26%) Firewall
5 2 (0.17%) ATM
5 2 (0.17%) IPsec
5 2 (0.17%) MQTT
6 1 (0.086%) Cisco ASA
6 1 (0.086%) HTTPS
6 1 (0.086%) LAN
6 1 (0.086%) PPP
6 1 (0.086%) TCP/IP
6 1 (0.086%) WAN
6 1 (0.086%) Wireshark
Database & Business Intelligence
1 498 (42.82%) Big Data
2 317 (27.26%) Hadoop
3 172 (14.79%) NoSQL
4 140 (12.04%) Data Mining
5 125 (10.75%) MongoDB
6 78 (6.71%) SQL Server
7 76 (6.53%) Relational Database
8 75 (6.45%) Data Warehouse
9 71 (6.10%) Apache Hive
10 59 (5.07%) PostgreSQL
11 58 (4.99%) Apache Cassandra
12 54 (4.64%) MySQL
13 51 (4.39%) Neo4j
14 46 (3.96%) SQL Server Integration Services
15 37 (3.18%) SQL Server Reporting Services
16 34 (2.92%) Redis
17 31 (2.67%) GIS
18 30 (2.58%) Amazon Redshift
18 30 (2.58%) Power BI
19 28 (2.41%) SQL Server Analysis Services
Development Applications
1 84 (7.22%) Git (software)
2 30 (2.58%) Jenkins
3 27 (2.32%) Maven
4 18 (1.55%) Gradle
5 13 (1.12%) Ant
5 13 (1.12%) JIRA
5 13 (1.12%) Subversion
6 12 (1.03%) gulp
7 9 (0.77%) Karma Test Runner
8 8 (0.69%) Vagrant
8 8 (0.69%) Visual Studio
9 7 (0.60%) Apache Continuum
9 7 (0.60%) JUnit
10 6 (0.52%) Grunt
10 6 (0.52%) Mockito
11 5 (0.43%) Jasmine
11 5 (0.43%) Travis CI
12 4 (0.34%) Sinon.JS
12 4 (0.34%) webpack
12 4 (0.34%) Yeoman
General
1 279 (23.99%) Finance
2 123 (10.58%) Marketing
3 57 (4.90%) Retail
4 53 (4.56%) Telecoms
5 52 (4.47%) Banking
6 49 (4.21%) Advertising
7 40 (3.44%) Games
8 26 (2.24%) Publishing
9 23 (1.98%) Financial Institution
10 20 (1.72%) Manufacturing
11 10 (0.86%) Law
12 9 (0.77%) Electronics
13 7 (0.60%) Front Office
13 7 (0.60%) Legal
14 5 (0.43%) Investment Banking
15 4 (0.34%) Billing
15 4 (0.34%) French Language
15 4 (0.34%) Music Industry
15 4 (0.34%) Pharmaceutical
16 3 (0.26%) Multimedia
Job Titles
1 378 (32.50%) Data Scientist
2 321 (27.60%) Developer
3 120 (10.32%) Senior Data Scientist
4 101 (8.68%) Java Developer
5 82 (7.05%) Python Developer
6 77 (6.62%) Data Engineer
7 73 (6.28%) Software Engineer
8 71 (6.10%) Machine Learning Scientist
9 69 (5.93%) Senior Developer
10 62 (5.33%) Machine Learning Engineer
11 56 (4.82%) Machine Learning Developer
12 55 (4.73%) Architect
13 44 (3.78%) C++ Developer
14 34 (2.92%) Java Engineer
15 33 (2.84%) JavaScript Developer
16 32 (2.75%) Data Architect
17 30 (2.58%) Analyst
17 30 (2.58%) Big Data Developer
17 30 (2.58%) Consultant
18 28 (2.41%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 101 (8.68%) Natural Language Processing
2 90 (7.74%) AngularJS
3 80 (6.88%) HTML
3 80 (6.88%) Node.js
4 73 (6.28%) CSS
5 71 (6.10%) RESTful
6 69 (5.93%) React
7 66 (5.67%) NumPy
8 64 (5.50%) Web Services
9 62 (5.33%) Pandas
10 60 (5.16%) .NET
11 56 (4.82%) Flask
12 55 (4.73%) Django
13 54 (4.64%) scikit-learn
14 52 (4.47%) REST
15 50 (4.30%) Spring
16 34 (2.92%) D3.js
17 33 (2.84%) Kafka
18 32 (2.75%) HTML5
19 27 (2.32%) TensorFlow
Miscellaneous
1 410 (35.25%) Algorithms
2 380 (32.67%) Computer Science
3 175 (15.05%) Analytical Skills
4 72 (6.19%) Fintech
5 50 (4.30%) User Experience
6 45 (3.87%) Data Structures
7 33 (2.84%) Hedge funds
8 24 (2.06%) Management Information System
9 23 (1.98%) Credit Risk
9 23 (1.98%) Social Media
10 22 (1.89%) Mobile App
11 19 (1.63%) Semantic Web
12 16 (1.38%) CUDA
13 15 (1.29%) Robotics
14 14 (1.20%) Field-Programmable Gate Array
15 13 (1.12%) Client/Server
16 11 (0.95%) Digital Media
16 11 (0.95%) Virtual Team
17 9 (0.77%) Blog
17 9 (0.77%) Social Network
Operating Systems
1 131 (11.26%) Linux
2 32 (2.75%) Unix
3 21 (1.81%) Windows
4 19 (1.63%) Android
5 11 (0.95%) Apple iOS
6 1 (0.086%) CentOS
6 1 (0.086%) CoreOS
6 1 (0.086%) Ubuntu
6 1 (0.086%) Windows Server
Processes & Methodologies
1 445 (38.26%) Analytics
2 324 (27.86%) Agile Software Development
3 300 (25.80%) Mathematics
4 247 (21.24%) Statistics
5 210 (18.06%) Software Engineering
6 156 (13.41%) Artificial Intelligence
6 156 (13.41%) Visualisation
7 128 (11.01%) Business Intelligence
8 121 (10.40%) Deep Learning
9 120 (10.32%) TDD
10 118 (10.15%) Open Source
11 117 (10.06%) Data Analytics
12 103 (8.86%) OO
13 101 (8.68%) ETL
13 101 (8.68%) Physics
14 96 (8.25%) DevOps
14 96 (8.25%) Predictive Analytics
15 90 (7.74%) Data Analysis
16 84 (7.22%) E-Commerce
17 82 (7.05%) Scrum
Programming Languages
1 685 (58.90%) Python
2 393 (33.79%) Java
3 304 (26.14%) R
4 295 (25.37%) SQL
5 215 (18.49%) Scala
6 199 (17.11%) JavaScript
7 169 (14.53%) C++
8 92 (7.91%) C#
9 69 (5.93%) Ruby
10 58 (4.99%) MATLAB
11 41 (3.53%) C
12 36 (3.10%) PHP
13 31 (2.67%) Bash Shell
14 20 (1.72%) Clojure
14 20 (1.72%) Go
15 17 (1.46%) Elixir
15 17 (1.46%) SPARQL
16 14 (1.20%) T-SQL
17 11 (0.95%) Shell Script
18 10 (0.86%) Perl
Qualifications
1 307 (26.40%) PhD
2 305 (26.23%) Degree
3 12 (1.03%) Microsoft Certification
4 9 (0.77%) Security Cleared
5 8 (0.69%) BC Cleared
6 7 (0.60%) CISSP
7 5 (0.43%) CEH
7 5 (0.43%) GCIH
7 5 (0.43%) OSCP
7 5 (0.43%) PMI Certification
8 4 (0.34%) MCP
8 4 (0.34%) Postgraduate
9 3 (0.26%) PMP
10 2 (0.17%) AWS Certification
10 2 (0.17%) CISA
10 2 (0.17%) CISM
10 2 (0.17%) MCSD
10 2 (0.17%) Oracle Certification
11 1 (0.086%) ITIL Certification
11 1 (0.086%) MBA
Quality Assurance & Compliance
1 23 (1.98%) QA
2 14 (1.20%) GCP
3 13 (1.12%) Data Quality
4 6 (0.52%) SLA
5 5 (0.43%) ISO/IEC 27001
6 3 (0.26%) GPG13
7 2 (0.17%) ISO 9001
7 2 (0.17%) PCI DSS
7 2 (0.17%) PMO
System Software
1 77 (6.62%) Docker
2 15 (1.29%) HDFS
3 9 (0.77%) Snort
4 8 (0.69%) VMware Infrastructure
5 6 (0.52%) Apache Flume
5 6 (0.52%) VirtualBox
6 5 (0.43%) Virtual Machines
6 5 (0.43%) Xen
7 3 (0.26%) LXC
8 2 (0.17%) Active Directory
8 2 (0.17%) Apache ZooKeeper
9 1 (0.086%) Gluster
9 1 (0.086%) iptables
9 1 (0.086%) KVM
9 1 (0.086%) NFS
9 1 (0.086%) zsh
Systems Management
1 26 (2.24%) Ansible
2 23 (1.98%) Kubernetes
3 16 (1.38%) Opscode Chef
4 12 (1.03%) Puppet
5 10 (0.86%) Kibana
5 10 (0.86%) logstash
6 9 (0.77%) Mesos
7 6 (0.52%) Docker Swarm
8 5 (0.43%) Fluentd
8 5 (0.43%) Oozie
8 5 (0.43%) QRadar
8 5 (0.43%) Terraform
9 4 (0.34%) Packer
9 4 (0.34%) Salt
10 3 (0.26%) Ambari
10 3 (0.26%) CSIRT
11 2 (0.17%) Capistrano
11 2 (0.17%) Dokku
11 2 (0.17%) Pingdom
11 2 (0.17%) StatsD
Vendors
1 76 (6.53%) Google
2 62 (5.33%) Microsoft
3 47 (4.04%) Tableau
4 38 (3.27%) Oracle
5 25 (2.15%) SAP
6 16 (1.38%) Cloudera
7 15 (1.29%) IBM
8 14 (1.20%) Twitter
9 13 (1.12%) Facebook
9 13 (1.12%) Hortonworks
10 9 (0.77%) MEDITECH
10 9 (0.77%) RapidMiner
10 9 (0.77%) Splunk
10 9 (0.77%) VMware
11 8 (0.69%) MicroStrategy
11 8 (0.69%) Rackspace
12 7 (0.60%) Apple
13 6 (0.52%) MapR
13 6 (0.52%) Sun
14 5 (0.43%) ArcSight
London
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 13 hours ago
London
Harrington Starr
Salary: £50000 - £65000 per annum + Benefits + Bonus
Posted: 6 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £70000 - £90000 per annum + Benefits
Posted: 16 hours ago
Central London / West End
Brightred Resourcing Limited
Salary: From £80,000 to £90,000 per annum plus bonus and benefits
Posted: 12 hours ago
London
Understanding Recruitment
Salary: £50000 - £80000 per annum + Start-Up Benefits
Posted: Yesterday
London
TEKsystems
Salary: £140000 - £200000 per annum + bonus and benefits
Posted: 14 hours ago
London
Oliver Bernard
Salary: £60000 - £80000 per annum + stock / bonus / benefits
Posted: 13 hours ago
South East London
Understanding Recruitment
Salary: £60000 - £75000 per annum + bens + share options
Posted: Yesterday
London
Engage PSG
Salary: £65000 - £80000 per annum + equity, benefits, bonus
Posted: 19 hours ago
South West London
RBW Consulting
Salary: Up to £85,000 per annum
Posted: 3 days ago
City, London
Informatiq Consulting
Posted: 15 hours ago
London
Eligo Recruitment Ltd
Salary: £70000 - £80000 per annum + Bonus, Healthcare, Pension
Posted: 3 days ago
London
Harrington Starr
Salary: £85000 - £130000 per annum + Bonus
Posted: 2 days ago
London
ClearCube Consulting
Salary: Up to £70,000 per annum
Posted: 3 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £70000 - £80000 Per Annum + benfits
Posted: Yesterday
Central London / West End
ClearCube Consulting
Salary: From £60,000 to £80,000 per annum + Stock Options
Posted: 3 days ago
City, London
Understanding Recruitment
Salary: £50000 - £80000 per annum + Start-Up Benefits
Posted: 3 days ago
London
Hays Finance Technology
Salary: generous bonus
Posted: 5 days ago
City, London
Networking People
Salary: £50000 - £65000 per annum + Share Options + Excellent Benefits
Posted: 3 days ago
City, London
Square One Resources
Salary: From £0 to £130,000 per annum + Benefits
Posted: 6 days ago
London
Mortimer Spinks
Posted: 3 days ago
West London
Client Server
Salary: £80k to £100k + bonus + benefits
Posted: 4 days ago
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: 6 days ago
London
Opus Recruitment Solutions Ltd
Salary: £85000 - £95000 per annum
Posted: 3 days ago
City, London
Informatiq Consulting
Salary: £60000 - £70000 per annum + Bens
Posted: 6 days ago
City, London
TEKsystems
Salary: £60000 - £100000 per annum + benefits
Posted: 6 days ago
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 5 days ago
South West London
Edison Hill Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 3 days ago
London
TEKsystems
Salary: £50000 - £75000 per annum
Posted: 3 days ago
City, London
Hays Finance Technology
Posted: 3 days ago