Period
to 20 July 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 20 July 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
England > London
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 154 218 410
Rank change year-on-year +64 +192 -7
Permanent jobs citing Machine Learning 1668 1321 666
As % of all permanent IT jobs advertised in London 2.30% 1.60% 0.75%
As % of the Processes & Methodologies category 2.52% 1.78% 0.84%
Number of salaries quoted 1441 1207 572
London median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +4.17% -
10th Percentile £46,250 £38,750 £36,750
90th Percentile £105,000 £100,000 £92,250
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +9.09%

Machine Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 66170 74421 79191
As % of all permanent IT job vacancies advertised in London 91.09% 90.34% 88.69%
Number of salaries quoted 52495 64100 66329
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £32,500
90th Percentile £90,000 £87,500 £85,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Machine Learning
Job Vacancy Trend in London

Job postings citing Machine Learning as a percentage of all IT jobs advertised in London.

Job vacancy trend for Machine Learning 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 in London.

Salary trend for Machine Learning in London

Machine Learning
Salary Histogram in London

The salary distribution of IT jobs citing Machine Learning in London over the 6 months to 20 July 2017.

Salary histogram for Machine Learning 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 6 months to 20 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +104 268 £67,500 +12.50% 34
Westminster +1 19 £90,000 +9.09%
West End of London +11 9 £58,750 -6.00% 11
Hackney - 7 - -
Stanmore - 3 £32,500 -
Romford - 2 £47,500 -
Ruislip - 2 £60,000 -
Canary Wharf -8 1 £62,500 -21.88%
Chiswick - 1 £55,000 -
Docklands, London - 1 £105,000 -
Machine Learning
England

For the 6 months to 20 July 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.

1 946 (56.71%) Python
2 620 (37.17%) Analytics
3 585 (35.07%) Java
4 568 (34.05%) Big Data
5 485 (29.08%) Agile Software Development
6 465 (27.88%) SQL
7 464 (27.82%) Finance
8 427 (25.60%) Algorithms
9 420 (25.18%) R
10 413 (24.76%) Degree
11 391 (23.44%) Computer Science
12 348 (20.86%) Hadoop
13 337 (20.20%) Scala
14 334 (20.02%) Apache Spark
15 310 (18.59%) PhD
16 292 (17.51%) Amazon AWS
17 288 (17.27%) Artificial Intelligence
18 276 (16.55%) Mathematics
19 257 (15.41%) Visualisation
20 249 (14.93%) Statistics
21 248 (14.87%) Natural Language Processing
22 241 (14.45%) Analytical Skills
23 233 (13.97%) C++
24 228 (13.67%) Software Engineering
25 225 (13.49%) JavaScript
25 225 (13.49%) Business Intelligence
25 225 (13.49%) NoSQL
26 202 (12.11%) Data Visualisation
27 187 (11.21%) Deep Learning
28 186 (11.15%) Marketing

Machine Learning
Co-occurring 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
1 334 (20.02%) Apache Spark
2 119 (7.13%) SAS
3 95 (5.70%) Elasticsearch
4 67 (4.02%) Apache
5 50 (3.00%) Apache Solr
6 29 (1.74%) Apache Pig
7 25 (1.50%) Tornado
8 23 (1.38%) Ethereum
9 18 (1.08%) Hyperledger
9 18 (1.08%) Tomcat
10 12 (0.72%) CMS
11 9 (0.54%) Apache Airflow
11 9 (0.54%) eris
12 7 (0.42%) Confluence
13 6 (0.36%) Luigi
13 6 (0.36%) OpenStack
14 5 (0.30%) IIS
14 5 (0.30%) Jupyter
15 4 (0.24%) Drupal
15 4 (0.24%) WebSphere
Applications
1 48 (2.88%) Microsoft Excel
2 34 (2.04%) SPSS
3 21 (1.26%) Microsoft Office
4 17 (1.02%) Microsoft PowerPoint
5 5 (0.30%) Spreadsheet
5 5 (0.30%) Weka
6 4 (0.24%) Chatbot
7 2 (0.12%) Gephi
8 1 (0.060%) Adobe Illustrator
8 1 (0.060%) EViews
8 1 (0.060%) GNU Octave
8 1 (0.060%) Photoshop
Business Applications
1 12 (0.72%) Revive Adserver
2 5 (0.30%) SAP InfiniteInsight
3 4 (0.24%) CaseMap
3 4 (0.24%) Relativity
4 2 (0.12%) FastStats
5 1 (0.060%) Cognos Business Intelligence
5 1 (0.060%) Payment Gateway
5 1 (0.060%) SAP ERP
Cloud Services
1 292 (17.51%) Amazon AWS
2 168 (10.07%) Microsoft Azure
3 116 (6.95%) Google Cloud Platform
4 80 (4.80%) Azure Machine Learning
5 59 (3.54%) SaaS
6 33 (1.98%) GitHub
7 30 (1.80%) Amazon EC2
8 26 (1.56%) Cloud Computing
9 25 (1.50%) AWS CloudFormation
10 23 (1.38%) Amazon EMR
11 22 (1.32%) Amazon S3
12 19 (1.14%) AWS Lambda
12 19 (1.14%) PaaS
13 17 (1.02%) Amazon CloudWatch
14 15 (0.90%) Google Analytics
15 13 (0.78%) IaaS
16 12 (0.72%) Route 53
16 12 (0.72%) Virtual Private Cloud
17 11 (0.66%) CloudFront
18 7 (0.42%) AWS Elastic Beanstalk
Communications & Networking
1 13 (0.78%) Ethernet
1 13 (0.78%) Firewall
1 13 (0.78%) InfiniBand
1 13 (0.78%) Internet
2 11 (0.66%) HTTP
3 8 (0.48%) Network Security
3 8 (0.48%) OpenVPN
4 3 (0.18%) Broadband
4 3 (0.18%) Cisco ASA
4 3 (0.18%) DNS
4 3 (0.18%) Wireshark
5 2 (0.12%) MQTT
6 1 (0.060%) Asterisk PBX
6 1 (0.060%) DHCP
6 1 (0.060%) Intranet
6 1 (0.060%) Intrusion Detection
6 1 (0.060%) IPsec
6 1 (0.060%) PBX
6 1 (0.060%) TCP/IP
6 1 (0.060%) VoIP
Database & Business Intelligence
1 568 (34.05%) Big Data
2 348 (20.86%) Hadoop
3 225 (13.49%) NoSQL
4 146 (8.75%) Data Mining
5 141 (8.45%) MongoDB
6 135 (8.09%) Data Warehouse
7 110 (6.59%) SQL Server
8 103 (6.18%) PostgreSQL
9 96 (5.76%) Apache Hive
10 88 (5.28%) QlikView
11 82 (4.92%) Apache Cassandra
12 77 (4.62%) Power BI
12 77 (4.62%) Relational Database
13 70 (4.20%) MySQL
14 67 (4.02%) SQL Server Reporting Services
15 59 (3.54%) SQL Server Integration Services
16 56 (3.36%) Blockchain
17 53 (3.18%) SQL Server Analysis Services
18 49 (2.94%) RDBMS
19 48 (2.88%) Amazon Redshift
Development Applications
1 120 (7.19%) Git (software)
2 43 (2.58%) Jenkins
3 41 (2.46%) JIRA
4 21 (1.26%) Team Foundation Server
5 15 (0.90%) Gradle
5 15 (0.90%) SpecFlow
5 15 (0.90%) Talend Open Studio
6 13 (0.78%) Maven
6 13 (0.78%) Mocha
7 12 (0.72%) JUnit
7 12 (0.72%) Selenium
8 11 (0.66%) Ant
8 11 (0.66%) Subversion
9 10 (0.60%) gulp
10 9 (0.54%) Jasmine
10 9 (0.54%) webpack
11 8 (0.48%) Vagrant
12 7 (0.42%) Bitbucket
12 7 (0.42%) Spock
13 6 (0.36%) Grunt
General
1 464 (27.82%) Finance
2 186 (11.15%) Marketing
3 82 (4.92%) Banking
4 76 (4.56%) Retail
5 75 (4.50%) Telecoms
6 69 (4.14%) Games
7 44 (2.64%) Advertising
7 44 (2.64%) Publishing
8 41 (2.46%) Electronics
9 38 (2.28%) Financial Institution
10 34 (2.04%) Manufacturing
11 19 (1.14%) Investment Banking
11 19 (1.14%) Legal
12 12 (0.72%) Law
13 9 (0.54%) French Language
13 9 (0.54%) German Language
13 9 (0.54%) Pharmaceutical
14 8 (0.48%) Automotive
14 8 (0.48%) Italian Language
14 8 (0.48%) Retail Banking
Job Titles
1 463 (27.76%) Data Scientist
2 434 (26.02%) Developer
3 143 (8.57%) Senior Data Scientist
4 129 (7.73%) Python Developer
5 102 (6.12%) Architect
6 90 (5.40%) Software Engineer
7 87 (5.22%) Machine Learning Developer
8 85 (5.10%) Data Engineer
9 84 (5.04%) Machine Learning Engineer
10 81 (4.86%) Senior Developer
11 80 (4.80%) Java Developer
12 79 (4.74%) Machine Learning Scientist
13 69 (4.14%) Consultant
13 69 (4.14%) Full Stack Developer
14 56 (3.36%) Analyst
15 41 (2.46%) JavaScript Developer
16 37 (2.22%) Lead Developer
17 36 (2.16%) Software Developer
18 34 (2.04%) Analytics Consultant
19 32 (1.92%) Ruby Developer
Libraries, Frameworks & Software Standards
1 248 (14.87%) Natural Language Processing
2 153 (9.17%) Node.js
3 130 (7.79%) React
4 118 (7.07%) AngularJS
5 104 (6.24%) TensorFlow
6 88 (5.28%) HTML
7 86 (5.16%) .NET
8 82 (4.92%) CSS
9 74 (4.44%) Kafka
10 67 (4.02%) Web Services
11 66 (3.96%) Django
11 66 (3.96%) REST
12 62 (3.72%) RESTful
13 54 (3.24%) Flask
14 51 (3.06%) scikit-learn
15 46 (2.76%) NumPy
16 45 (2.70%) Pandas
17 40 (2.40%) D3.js
18 39 (2.34%) Lucene
19 37 (2.22%) Spring
Miscellaneous
1 427 (25.60%) Algorithms
2 391 (23.44%) Computer Science
3 241 (14.45%) Analytical Skills
4 132 (7.91%) Fintech
5 120 (7.19%) Greenfield Project
6 71 (4.26%) User Experience
7 49 (2.94%) Robotics
8 46 (2.76%) Field-Programmable Gate Array
9 45 (2.70%) Data Structures
10 38 (2.28%) Public Cloud
11 29 (1.74%) Enterprise Software
12 27 (1.62%) Management Information System
13 26 (1.56%) Hybrid Cloud
14 25 (1.50%) Mobile App
14 25 (1.50%) Smart Home
15 22 (1.32%) Social Media
16 18 (1.08%) Hedge funds
16 18 (1.08%) Semantic Web
16 18 (1.08%) Virtual Team
17 17 (1.02%) HoloLens
Operating Systems
1 147 (8.81%) Linux
2 38 (2.28%) Android
3 33 (1.98%) Apple iOS
4 30 (1.80%) Windows
5 24 (1.44%) Unix
6 8 (0.48%) Ubuntu
7 5 (0.30%) Debian
8 3 (0.18%) CentOS
9 1 (0.060%) CoreOS
9 1 (0.060%) Red Hat Enterprise Linux
9 1 (0.060%) Windows Server
Processes & Methodologies
1 620 (37.17%) Analytics
2 485 (29.08%) Agile Software Development
3 288 (17.27%) Artificial Intelligence
4 276 (16.55%) Mathematics
5 257 (15.41%) Visualisation
6 249 (14.93%) Statistics
7 228 (13.67%) Software Engineering
8 225 (13.49%) Business Intelligence
9 202 (12.11%) Data Visualisation
10 187 (11.21%) Deep Learning
11 180 (10.79%) DevOps
12 179 (10.73%) Data Analytics
13 169 (10.13%) TDD
14 152 (9.11%) Microservices
15 149 (8.93%) Predictive Analytics
16 142 (8.51%) Scrum
17 130 (7.79%) Physics
18 117 (7.01%) Open Source
19 104 (6.24%) E-Commerce
20 102 (6.12%) ETL
Programming Languages
1 946 (56.71%) Python
2 585 (35.07%) Java
3 465 (27.88%) SQL
4 420 (25.18%) R
5 337 (20.20%) Scala
6 233 (13.97%) C++
7 225 (13.49%) JavaScript
8 91 (5.46%) Ruby
9 87 (5.22%) C#
10 60 (3.60%) MATLAB
11 59 (3.54%) C
12 54 (3.24%) Go
13 43 (2.58%) Clojure
14 35 (2.10%) PHP
15 34 (2.04%) Elixir
16 31 (1.86%) Bash Shell
17 20 (1.20%) Groovy
18 19 (1.14%) Apple Swift
18 19 (1.14%) VBA
19 18 (1.08%) T-SQL
Qualifications
1 413 (24.76%) Degree
2 310 (18.59%) PhD
3 101 (6.06%) Computer Science Degree
4 62 (3.72%) Master's Degree
5 48 (2.88%) Numerate Degree
6 12 (0.72%) Security Cleared
7 10 (0.60%) PMI Certification
7 10 (0.60%) PMP
8 5 (0.30%) DV Cleared
9 4 (0.24%) SC Cleared
10 2 (0.12%) AWS Certification
10 2 (0.12%) CISSP
10 2 (0.12%) ISEB
10 2 (0.12%) Postgraduate
10 2 (0.12%) Sun Certification
11 1 (0.060%) CISA
11 1 (0.060%) CISM
11 1 (0.060%) MCSD
11 1 (0.060%) Microsoft Certification
11 1 (0.060%) Oracle Certification
Quality Assurance & Compliance
1 29 (1.74%) Data Quality
2 24 (1.44%) QA
3 18 (1.08%) GCP
4 12 (0.72%) ISO/IEC 27001
5 8 (0.48%) Actionable Recommendations
6 3 (0.18%) Cyber Essentials
7 2 (0.12%) Cyber Essentials PLUS
7 2 (0.12%) ISO 14001
8 1 (0.060%) GPG13
8 1 (0.060%) PCI DSS
8 1 (0.060%) PMO
System Software
1 182 (10.91%) Docker
2 24 (1.44%) HDFS
3 8 (0.48%) Firmware
4 6 (0.36%) Apache ZooKeeper
4 6 (0.36%) VMware Infrastructure
5 5 (0.30%) etcd
5 5 (0.30%) Varnish
6 3 (0.18%) Apache Flume
6 3 (0.18%) Gluster
6 3 (0.18%) iptables
6 3 (0.18%) NFS
6 3 (0.18%) Snort
7 1 (0.060%) Active Directory
7 1 (0.060%) Virtual Machines
7 1 (0.060%) VirtualBox
7 1 (0.060%) Xen
Systems Management
1 101 (6.06%) Kubernetes
2 55 (3.30%) Ansible
3 46 (2.76%) Opscode Chef
4 37 (2.22%) Puppet
5 29 (1.74%) Terraform
6 27 (1.62%) Mesos
7 11 (0.66%) Kibana
7 11 (0.66%) Packer
7 11 (0.66%) Salt
8 10 (0.60%) logstash
9 7 (0.42%) StatsD
10 6 (0.36%) Grafana
11 5 (0.30%) Consul
11 5 (0.30%) Hadoop YARN
12 4 (0.24%) Capistrano
12 4 (0.24%) Pingdom
13 3 (0.18%) Docker Swarm
13 3 (0.18%) HAProxy
14 2 (0.12%) Graylog
14 2 (0.12%) Oozie
Vendors
1 179 (10.73%) Google
2 150 (8.99%) Microsoft
2 150 (8.99%) Tableau
3 61 (3.66%) SAP
4 48 (2.88%) Oracle
5 29 (1.74%) Hortonworks
6 26 (1.56%) IBM
7 25 (1.50%) Cloudera
8 23 (1.38%) New Relic
9 19 (1.14%) MapR
10 18 (1.08%) AppDynamics
10 18 (1.08%) RapidMiner
11 17 (1.02%) Teradata
12 16 (0.96%) Atlassian
12 16 (0.96%) Twitter
13 15 (0.90%) Talend
13 15 (0.90%) Xamarin
14 14 (0.84%) Splunk
15 13 (0.78%) MicroStrategy
16 11 (0.66%) Facebook
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £105000 per annum + Negotiable
Posted: 17 hours ago
London
Oliver Bernard
Salary: £75000 - £85000 per annum
Posted: 16 hours ago
City, London
Oliver Bernard
Salary: £100000 - £150000 per annum
Posted: 19 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 10 hours ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 15 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £50000 - £150000 per annum + Negotiable
Posted: Yesterday
North London
Source Coders
Salary: From £45,000 to £55,000 per annum
Posted: 14 hours ago
London
Source Technology
Salary: From £60,000 to £90,000 per annum
Posted: 2 days ago
South East London
Spencer Rose
Salary: From £100,000 to £120,000 per annum
Posted: Yesterday
City, London
Morgan Mckinley
Salary: £0.00 per annum
Posted: Yesterday
Central London / West End
Evolution Recruitment Solutions
Salary: 40,000 - 55,000 plus benefits
Posted: 2 days ago
London
Venturi
Salary: £55000.00 - £80000.00 per annum + company benefits
Posted: Yesterday
London
comparethemarket.com
Salary: Competitive
Posted: Yesterday
London
Oliver Bernard
Salary: £70000 - £900000 per annum + bonus and shares
Posted: Yesterday
London
ClearCube Consulting
Salary: From £40,000 to £60,000 per annum
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: Yesterday
London
Cloud Computing International
Salary: £35000 per annum + Benefits
Posted: 2 days ago
Central London / West End
Data Idols
Salary: From £55,000 to £75,000 per annum
Posted: 3 days ago
City, London
Eutopia Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £45,000 per annum + benefits and bonus
Posted: Yesterday
City, London
Morgan Mckinley
Salary: £45000 - £50000 per annum
Posted: 2 days ago
City, London
TEKsystems
Salary: £60000 - £100000 per annum + benefits
Posted: 2 days ago
East London
Source Coders
Salary: From £50,000 to £85,000 per annum Equity + Bonus
Posted: 14 hours ago
Central London / West End
Data Idols
Salary: From £80,000 to £90,000 per annum
Posted: 3 days ago
London
Searchability
Salary: £50000 - £75000 per annum + Benefits
Posted: 2 days ago
London
Parallel Consulting
Salary: £100000 - £120000 per annum + bonus and additional benefits
Posted: 14 hours ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: 2 days ago
London
onezeero.
Salary: £35000 - £50000 per annum
Posted: 3 days ago
London
Agile Recruitment
Salary: £50000 - £70000 per annum + Share options
Posted: 2 days ago