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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Machine Learning
England / London
Rank 193 245 389
Rank change year-on-year
+52 +144
Permanent jobs citing Machine Learning 548 545 265
As % of all permanent IT jobs located in London 1.63% 1.36% 0.64%
As % of the Processes & Methodologies category 1.83% 1.53% 0.74%
Number of salaries quoted 487 502 232
Median salary £65,000 £65,000 £65,000
90% offered a salary of more than £47,500 £45,000 £42,500
10% offered a salary of more than £95,500 £95,000 £90,000
UK excluding London median salary £50,000 £55,000 £42,500
% change year-on-year
-9.09% +29.41%

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
29881 35520 35656
As % of all permanent IT jobs located in London 89.06% 88.53% 86.33%
Number of salaries quoted 25223 30353 30064
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 £39,000 £40,000 £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 23 January 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 23 January 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 +13 59 £70,000 -6.66% 21
Westminster - 2 £86,250 -
Paddington - 1 £39,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 23 January 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.

1 651 (58.07%) Python
2 466 (41.57%) Big Data
3 414 (36.93%) Analytics
4 406 (36.22%) Algorithms
5 382 (34.08%) Java
6 363 (32.38%) Computer Science
7 308 (27.48%) Degree
8 297 (26.49%) PhD
9 295 (26.32%) Hadoop
10 291 (25.96%) Apache Spark
11 288 (25.69%) R
12 282 (25.16%) Agile Software Development
13 281 (25.07%) SQL
14 252 (22.48%) Mathematics
15 242 (21.59%) Statistics
16 235 (20.96%) Software Engineering
17 226 (20.16%) Finance
18 190 (16.95%) Scala
19 179 (15.97%) NoSQL
19 179 (15.97%) JavaScript
20 175 (15.61%) Amazon AWS
21 173 (15.43%) C++
22 159 (14.18%) Analytical Skills
23 152 (13.56%) Artificial Intelligence
24 147 (13.11%) Visualisation
25 132 (11.78%) Business Intelligence
26 128 (11.42%) Linux
27 125 (11.15%) Data Mining
28 120 (10.70%) Open Source
29 115 (10.26%) MongoDB

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
1 291 (25.96%) Apache Spark
2 81 (7.23%) Elasticsearch
3 77 (6.87%) SAS
4 63 (5.62%) Apache
5 27 (2.41%) Apache Pig
6 23 (2.05%) Apache Solr
7 16 (1.43%) Tomcat
8 11 (0.98%) SharePoint
9 9 (0.80%) Confluence
10 6 (0.54%) CMS
11 5 (0.45%) JBoss
12 4 (0.36%) IIS
12 4 (0.36%) Jupyter
13 3 (0.27%) Cloud Foundry
13 3 (0.27%) Drupal
13 3 (0.27%) nginx
13 3 (0.27%) Tornado
14 2 (0.18%) IPython
15 1 (0.089%) Apache Airflow
15 1 (0.089%) ejabberd
Applications
1 33 (2.94%) SPSS
2 30 (2.68%) MS Excel
3 10 (0.89%) GNU Octave
4 7 (0.62%) EViews
5 5 (0.45%) Chatbot
5 5 (0.45%) Stata
6 4 (0.36%) Gephi
6 4 (0.36%) MS Office
6 4 (0.36%) MS PowerPoint
7 2 (0.18%) CPLEX
7 2 (0.18%) Weka
8 1 (0.089%) Adobe Illustrator
8 1 (0.089%) Mathematica
8 1 (0.089%) Photoshop
Business Applications
1 9 (0.80%) SAP Oil and Gas
2 3 (0.27%) Dynamics CRM
2 3 (0.27%) Oracle AML
3 2 (0.18%) IBM Operational Decision Manager
3 2 (0.18%) Oracle Financials
4 1 (0.089%) SAP ERP
Cloud Services
1 175 (15.61%) Amazon AWS
2 84 (7.49%) Microsoft Azure
3 47 (4.19%) Google Cloud Platform
4 41 (3.66%) Cloud Computing
5 33 (2.94%) Amazon EMR
5 33 (2.94%) SaaS
6 25 (2.23%) Amazon EC2
6 25 (2.23%) GitHub
7 23 (2.05%) Amazon S3
8 18 (1.61%) PaaS
9 15 (1.34%) Azure Machine Learning
10 12 (1.07%) Amazon Kinesis
11 9 (0.80%) Heroku
12 8 (0.71%) Data Lake Analytics
13 7 (0.62%) Virtual Private Cloud
14 4 (0.36%) AWS Elastic Beanstalk
14 4 (0.36%) Slack
15 3 (0.27%) Amazon SQS
15 3 (0.27%) AWS Data Pipeline
15 3 (0.27%) AWS Lambda
Communications & Networking
1 9 (0.80%) Internet
2 8 (0.71%) HTTP
3 5 (0.45%) Network Security
4 4 (0.36%) AMQP
5 3 (0.27%) TCP/IP
6 2 (0.18%) ATM
6 2 (0.18%) Firewall
6 2 (0.18%) HTTPS
6 2 (0.18%) tcpdump
6 2 (0.18%) Wireshark
6 2 (0.18%) X.509
7 1 (0.089%) IPsec
7 1 (0.089%) LAN
7 1 (0.089%) MQTT
7 1 (0.089%) PPP
7 1 (0.089%) VPN
7 1 (0.089%) WAN
Database & Business Intelligence
1 466 (41.57%) Big Data
2 295 (26.32%) Hadoop
3 179 (15.97%) NoSQL
4 125 (11.15%) Data Mining
5 115 (10.26%) MongoDB
6 80 (7.14%) Relational Database
7 76 (6.78%) Data Warehouse
8 72 (6.42%) SQL Server
9 62 (5.53%) Apache Hive
10 60 (5.35%) Apache Cassandra
11 58 (5.17%) PostgreSQL
12 53 (4.73%) MySQL
13 47 (4.19%) SQL Server Integration Services
14 46 (4.10%) Neo4j
15 39 (3.48%) Amazon Redshift
16 35 (3.12%) Power BI
16 35 (3.12%) SQL Server Reporting Services
17 32 (2.85%) SQL Server Analysis Services
18 28 (2.50%) GIS
18 28 (2.50%) RDBMS
Development Applications
1 72 (6.42%) Git (software)
2 27 (2.41%) Jenkins
3 23 (2.05%) Maven
4 12 (1.07%) gulp
5 10 (0.89%) Karma Test Runner
6 9 (0.80%) Visual Studio
7 8 (0.71%) Gradle
7 8 (0.71%) Vagrant
8 7 (0.62%) Grunt
8 7 (0.62%) JIRA
9 6 (0.54%) Apache Continuum
9 6 (0.54%) Jasmine
9 6 (0.54%) Subversion
10 5 (0.45%) Ant
10 5 (0.45%) Travis CI
10 5 (0.45%) Yeoman
11 4 (0.36%) Protractor
11 4 (0.36%) Selenium
11 4 (0.36%) Sinon.JS
11 4 (0.36%) Team Foundation Server
General
1 226 (20.16%) Finance
2 111 (9.90%) Marketing
3 50 (4.46%) Banking
4 46 (4.10%) Advertising
4 46 (4.10%) Retail
5 43 (3.84%) Telecoms
6 36 (3.21%) Games
7 23 (2.05%) Financial Institution
8 22 (1.96%) Manufacturing
8 22 (1.96%) Publishing
9 11 (0.98%) Legal
10 9 (0.80%) Electronics
10 9 (0.80%) French Language
10 9 (0.80%) Law
11 8 (0.71%) Front Office
12 7 (0.62%) Pharmaceutical
13 5 (0.45%) Investment Banking
14 4 (0.36%) Music Industry
15 3 (0.27%) Multimedia
16 2 (0.18%) Back Office
Job Titles
1 364 (32.47%) Data Scientist
2 333 (29.71%) Developer
3 101 (9.01%) Java Developer
4 98 (8.74%) Senior Data Scientist
5 85 (7.58%) Machine Learning Scientist
6 83 (7.40%) Python Developer
7 65 (5.80%) Architect
7 65 (5.80%) Software Engineer
8 60 (5.35%) Data Engineer
9 57 (5.08%) C++ Developer
9 57 (5.08%) Senior Developer
10 54 (4.82%) Machine Learning Developer
10 54 (4.82%) Machine Learning Engineer
11 39 (3.48%) Data Architect
12 38 (3.39%) Analyst
13 35 (3.12%) Java Engineer
14 30 (2.68%) Big Data Developer
14 30 (2.68%) Scala Developer
15 27 (2.41%) JavaScript Developer
15 27 (2.41%) Software Developer
Libraries, Frameworks & Software Standards
1 83 (7.40%) Natural Language Processing
2 81 (7.23%) HTML
3 75 (6.69%) AngularJS
4 72 (6.42%) Web Services
5 70 (6.24%) CSS
6 66 (5.89%) .NET
7 62 (5.53%) RESTful
8 61 (5.44%) NumPy
9 60 (5.35%) Node.js
10 59 (5.26%) scikit-learn
11 58 (5.17%) React
12 53 (4.73%) Flask
12 53 (4.73%) Pandas
12 53 (4.73%) REST
13 51 (4.55%) Django
14 42 (3.75%) Spring
15 35 (3.12%) HTML5
16 34 (3.03%) D3.js
17 28 (2.50%) Kafka
18 27 (2.41%) SciPy
Miscellaneous
1 406 (36.22%) Algorithms
2 363 (32.38%) Computer Science
3 252 (22.48%) Mathematics
4 242 (21.59%) Statistics
5 159 (14.18%) Analytical Skills
6 152 (13.56%) Artificial Intelligence
7 147 (13.11%) Visualisation
8 90 (8.03%) Physics
9 60 (5.35%) Fintech
10 43 (3.84%) Data Structures
11 42 (3.75%) User Experience
12 35 (3.12%) Hedge funds
13 28 (2.50%) Neural Network
14 27 (2.41%) Biometrics
15 20 (1.78%) CUDA
15 20 (1.78%) Economics
15 20 (1.78%) Management Information System
15 20 (1.78%) Social Media
16 19 (1.69%) Credit Risk
16 19 (1.69%) Mobile App
Operating Systems
1 128 (11.42%) Linux
2 35 (3.12%) Unix
3 29 (2.59%) Android
4 23 (2.05%) Windows
5 12 (1.07%) Apple iOS
6 4 (0.36%) Embedded Linux
7 1 (0.089%) CentOS
7 1 (0.089%) Ubuntu
7 1 (0.089%) Windows Server
Processes & Methodologies
1 414 (36.93%) Analytics
2 282 (25.16%) Agile Software Development
3 235 (20.96%) Software Engineering
4 132 (11.78%) Business Intelligence
5 120 (10.70%) Open Source
6 110 (9.81%) Deep Learning
7 105 (9.37%) OO
7 105 (9.37%) TDD
8 104 (9.28%) Data Analytics
9 98 (8.74%) Predictive Analytics
10 95 (8.47%) Data Analysis
11 86 (7.67%) ETL
12 80 (7.14%) DevOps
13 77 (6.87%) Microservices
14 68 (6.07%) Scrum
15 67 (5.98%) Statistical Modelling
16 66 (5.89%) Data Visualisation
17 61 (5.44%) Predictive Modelling
18 56 (5.00%) E-Commerce
18 56 (5.00%) Statistical Analysis
Programming Languages
1 651 (58.07%) Python
2 382 (34.08%) Java
3 288 (25.69%) R
4 281 (25.07%) SQL
5 190 (16.95%) Scala
6 179 (15.97%) JavaScript
7 173 (15.43%) C++
8 100 (8.92%) C#
9 77 (6.87%) MATLAB
10 57 (5.08%) Ruby
11 44 (3.93%) C
12 37 (3.30%) PHP
13 26 (2.32%) Go
14 25 (2.23%) Bash Shell
15 24 (2.14%) Clojure
16 17 (1.52%) Shell Script
17 14 (1.25%) Haskell
17 14 (1.25%) SPARQL
18 10 (0.89%) Elixir
19 9 (0.80%) T-SQL
Qualifications
1 308 (27.48%) Degree
2 297 (26.49%) PhD
3 14 (1.25%) Microsoft Certification
4 13 (1.16%) Security Cleared
5 12 (1.07%) BC Cleared
6 5 (0.45%) CISSP
6 5 (0.45%) PMI Certification
6 5 (0.45%) Postgraduate
7 4 (0.36%) CEH
7 4 (0.36%) GCIH
7 4 (0.36%) MCP
7 4 (0.36%) OSCP
8 2 (0.18%) PMP
9 1 (0.089%) AWS Certification
9 1 (0.089%) CISA
9 1 (0.089%) CISM
9 1 (0.089%) ISTQB
9 1 (0.089%) ITIL Certification
9 1 (0.089%) MBA
9 1 (0.089%) Oracle Certification
Quality Assurance & Compliance
1 21 (1.87%) QA
2 16 (1.43%) GCP
3 6 (0.54%) SLA
4 5 (0.45%) Data Quality
5 3 (0.27%) ISO/IEC 27001
6 2 (0.18%) GPG13
6 2 (0.18%) ISO 9001
7 1 (0.089%) PCI DSS
System Software
1 61 (5.44%) Docker
2 14 (1.25%) HDFS
3 10 (0.89%) VMware Infrastructure
4 8 (0.71%) LXC
5 7 (0.62%) Snort
5 7 (0.62%) Virtual Machines
5 7 (0.62%) VirtualBox
5 7 (0.62%) Xen
6 6 (0.54%) Apache Flume
7 2 (0.18%) Apache ZooKeeper
8 1 (0.089%) Active Directory
8 1 (0.089%) KVM
8 1 (0.089%) zsh
Systems Management
1 29 (2.59%) Ansible
2 14 (1.25%) Kubernetes
3 13 (1.16%) Opscode Chef
4 11 (0.98%) Puppet
5 8 (0.71%) Mesos
6 7 (0.62%) Kibana
6 7 (0.62%) logstash
7 5 (0.45%) Oozie
8 4 (0.36%) Fluentd
8 4 (0.36%) QRadar
9 3 (0.27%) Ambari
9 3 (0.27%) Grafana
9 3 (0.27%) Packer
9 3 (0.27%) Salt
9 3 (0.27%) Terraform
10 2 (0.18%) CSIRT
10 2 (0.18%) Dokku
11 1 (0.089%) Nagios
11 1 (0.089%) StatsD
Vendors
1 51 (4.55%) Microsoft
2 50 (4.46%) Google
3 48 (4.28%) Tableau
4 32 (2.85%) Oracle
5 18 (1.61%) Cloudera
6 16 (1.43%) SAP
7 15 (1.34%) Splunk
8 14 (1.25%) Hortonworks
8 14 (1.25%) IBM
9 10 (0.89%) VMware
10 9 (0.80%) Facebook
11 8 (0.71%) Twitter
12 6 (0.54%) Alteryx
12 6 (0.54%) MapR
12 6 (0.54%) Rackspace
12 6 (0.54%) Zend
13 5 (0.45%) Salesforce.com
14 4 (0.36%) Apple
14 4 (0.36%) Sophos
14 4 (0.36%) Sourcefire
London
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 17 hours ago
London
Big Wednesday Digital Ltd
Salary: £55000 - £105000 per annum + Negotiable
Posted: Yesterday
London
TEKsystems
Salary: £60000 - £90000 per annum + cash allowance, bonus & benfefits
Posted: 16 hours ago
City, London
TEKsystems
Salary: £60000 - £110000 per annum
Posted: 13 hours ago
London
Stott & May
Salary: £35000 - £55000 per annum + 25% shares
Posted: 22 hours ago
East London
onezeero.
Salary: £50000 - £70000 per annum + equity
Posted: 13 hours ago
London
Parallel Consulting
Posted: Yesterday
London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: Yesterday
London
Oliver Bernard
Salary: £50000 - £80000 per annum + stock / bonus / benefits
Posted: 19 hours ago
London
First Point
Salary: £50000.00 - £60000.00 per annum + benefits
Posted: 17 hours ago
City, London
Empiric.com
Salary: From £50,000 to £70,000 per annum + Bonus + Equity + Benefits
Posted: 15 hours ago
South East London
Understanding Recruitment
Salary: £60000 - £70000 per annum + bens + share options
Posted: Yesterday
City, London
Client Server
Salary: £35k to £50k + stock options
Posted: 15 hours ago
London
AdRoc Group
Salary: From £70,000 to £100,000 per annum +Benefits
Posted: 14 hours ago
London
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 3 days ago
East London
Creative Personnel
Salary: £50000 - £60000 per annum
Posted: 13 hours ago
City, London
Intelletec
Salary: From £75,000 to £85,000 per annum
Posted: 14 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 22 hours ago
London
Premier IT
Salary: £40000 - £60000 per annum
Posted: 3 days ago
London
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 13 hours ago
London
Big Wednesday Digital Ltd
Salary: £75000 - £150000 per annum + Negotiable
Posted: 5 days ago
London
Stott & May
Salary: £40000 - £70000 per annum
Posted: 3 days ago
London
Harrington Starr
Salary: £50000 - £90000 per annum + equity + bonus
Posted: 2 days ago
London
Nakama
Salary: Up to £95,000 per annum Up to €95,000 per annum
Posted: 4 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 22 hours ago
London
McGregor Boyall
Salary: £60000 - £80000 per annum + Benefits
Posted: 6 days ago
London
Oliver Bernard
Salary: £80000 - £100000 per annum + bonus, shares
Posted: 5 days ago
Central London / West End
Client Server
Salary: £25k to £35k + benefits
Posted: 3 days ago
London
Martin & Conley
Salary: COMPETITIVE SALARY + EXCELLENT BENEFITS
Posted: 3 days ago
London
IT Connections
Salary: 60000
Posted: 3 days ago