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 average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank 228 395 404
Rank change year-on-year
+167 +9
Permanent jobs citing Machine Learning 575 263 274
As % of all permanent IT jobs located in London 1.40% 0.64% 0.65%
As % of the Processes & Methodologies category 1.60% 0.75% 0.75%
Number of salaries quoted 534 232 247
Average salary £65,000 £65,000 £60,000
Average salary % change year-on-year
- +8.33%
90% offered a salary of more than £45,000 £42,500 £40,000
10% offered a salary of more than £95,000 £89,750 £80,500
UK excluding London average salary £55,000 £42,500 £40,000
% change year-on-year
+29.41% +6.25%
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
36049 35004 36611
As % of all permanent IT jobs located in London 87.77% 85.52% 86.43%
Number of salaries quoted 30850 29426 29634
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Machine Learning
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the London region as a proportion of the total demand within 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 5 February 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 average salaries quoted in IT jobs citing Machine Learning within the London region over the 3 months to 5 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +95 73 £72,500 +11.53% 24
Kingston Upon Thames - 28 £52,500 -
Harrow - 4 £65,000 -
Canary Wharf - 2 £73,750 -
Mayfair - 1 £70,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 5 February 2016, IT jobs across the London region citing Machine Learning also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning.

1 662 (65.48%) Python
2 486 (48.07%) Big Data
3 480 (47.48%) Analytics
4 429 (42.43%) R
5 418 (41.35%) Java
6 383 (37.88%) SQL
7 379 (37.49%) Hadoop
8 355 (35.11%) Algorithms
9 354 (35.01%) Computer Science
10 306 (30.27%) Degree
11 288 (28.49%) Finance
12 283 (27.99%) Mathematics
13 279 (27.60%) PhD
14 277 (27.40%) Statistics
15 240 (23.74%) NoSQL
16 231 (22.85%) Agile Software Development
17 198 (19.58%) C++
18 194 (19.19%) Scala
19 192 (18.99%) Apache Spark
20 191 (18.89%) Analytical Skills
21 177 (17.51%) Visualisation
22 175 (17.31%) Data Mining
23 158 (15.63%) JavaScript
24 156 (15.43%) MATLAB
25 154 (15.23%) Data Analytics
26 150 (14.84%) Software Engineering
27 148 (14.64%) Business Intelligence
28 142 (14.05%) Apache Hive
29 132 (13.06%) C#
30 126 (12.46%) MongoDB

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 5 February 2016, IT jobs across the London region citing Machine Learning also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning. Up to 20 skills are shown per category.

Application Platforms
1 192 (18.99%) Apache Spark
2 92 (9.10%) Apache Pig
3 89 (8.80%) SAS
4 59 (5.84%) Elasticsearch
5 52 (5.14%) Apache
6 42 (4.15%) Node.js
7 23 (2.27%) SharePoint
8 14 (1.38%) Apache Solr
9 2 (0.20%) IPython
10 1 (0.099%) CMS
10 1 (0.099%) GlassFish
10 1 (0.099%) IIS
10 1 (0.099%) Joomla!
10 1 (0.099%) Oracle Coherence
10 1 (0.099%) Tomcat
10 1 (0.099%) WordPress
Applications
1 25 (2.47%) MS Excel
2 15 (1.48%) GNU Octave
3 13 (1.29%) Mathematica
4 9 (0.89%) MS Office
4 9 (0.89%) Weka
5 8 (0.79%) PowerPivot
5 8 (0.79%) SPSS
6 7 (0.69%) Gephi
7 6 (0.59%) Adobe Illustrator
7 6 (0.59%) MS Visio
7 6 (0.59%) OmniGraffle
8 2 (0.20%) CPLEX
8 2 (0.20%) Simulink
Business Applications
1 3 (0.30%) SAP Oil and Gas
Cloud Services
1 77 (7.62%) Amazon AWS
2 42 (4.15%) Microsoft Azure
3 25 (2.47%) Cloud Computing
4 14 (1.38%) SaaS
5 12 (1.19%) Google Cloud Platform
6 11 (1.09%) Amazon EC2
6 11 (1.09%) Amazon S3
6 11 (1.09%) Azure Machine Learning
6 11 (1.09%) Google Analytics
6 11 (1.09%) PaaS
7 7 (0.69%) IaaS
8 6 (0.59%) Amazon EMR
9 5 (0.49%) GitHub
10 2 (0.20%) Amazon ELB
10 2 (0.20%) AWS Elastic Beanstalk
11 1 (0.099%) AdWords
11 1 (0.099%) Amazon Kinesis
11 1 (0.099%) Google App Engine
Communications & Networking
1 32 (3.17%) HTTP
2 23 (2.27%) Internet
3 7 (0.69%) Network Security
3 7 (0.69%) Wireless
4 3 (0.30%) Firewall
4 3 (0.30%) Skype
5 2 (0.20%) Broadband
5 2 (0.20%) Wireshark
6 1 (0.099%) HTTPS
6 1 (0.099%) SNA
6 1 (0.099%) VPN
Database & Business Intelligence
1 486 (48.07%) Big Data
2 379 (37.49%) Hadoop
3 240 (23.74%) NoSQL
4 175 (17.31%) Data Mining
5 142 (14.05%) Apache Hive
6 126 (12.46%) MongoDB
7 110 (10.88%) Apache Cassandra
8 80 (7.91%) Data Warehouse
9 77 (7.62%) SQL Server
10 72 (7.12%) PostgreSQL
11 48 (4.75%) Relational Database
12 36 (3.56%) HBase
13 35 (3.46%) MySQL
14 34 (3.36%) Mahout
14 34 (3.36%) QlikView
14 34 (3.36%) Text Mining
15 32 (3.17%) SQL Server Reporting Services
16 31 (3.07%) SQL Server Integration Services
17 29 (2.87%) Power BI
18 27 (2.67%) SQL Server Analysis Services
Development Applications
1 54 (5.34%) Git (software)
2 15 (1.48%) JUnit
2 15 (1.48%) Subversion
3 12 (1.19%) Jasmine
3 12 (1.19%) Jenkins
4 8 (0.79%) JMeter
5 7 (0.69%) Ant
5 7 (0.69%) ANTLR
5 7 (0.69%) Eclipse
5 7 (0.69%) Grunt
5 7 (0.69%) JIRA
5 7 (0.69%) Mercurial
6 6 (0.59%) Axure RP
7 5 (0.49%) gulp
7 5 (0.49%) Maven
7 5 (0.49%) TeamCity
8 4 (0.40%) Karma Test Runner
8 4 (0.40%) NUnit
8 4 (0.40%) Visual Studio
9 3 (0.30%) Atlassian Bamboo
General
1 288 (28.49%) Finance
2 85 (8.41%) Retail
3 75 (7.42%) Marketing
4 41 (4.06%) Games
5 36 (3.56%) Banking
6 24 (2.37%) Automotive
7 21 (2.08%) Aerospace
8 18 (1.78%) Advertising
9 17 (1.68%) Law
10 16 (1.58%) Front Office
11 15 (1.48%) Telecoms
12 13 (1.29%) Investment Banking
13 11 (1.09%) Pharmaceutical
14 9 (0.89%) Publishing
15 6 (0.59%) Music Industry
16 4 (0.40%) Financial Institution
16 4 (0.40%) Manufacturing
17 3 (0.30%) Electronics
18 1 (0.099%) Legal
18 1 (0.099%) Military
Job Titles
1 356 (35.21%) Data Scientist
2 337 (33.33%) Developer
3 124 (12.27%) Senior Data Scientist
4 109 (10.78%) Python Developer
5 94 (9.30%) Java Developer
6 73 (7.22%) Machine Learning Scientist
7 63 (6.23%) Machine Learning Developer
8 51 (5.04%) Senior Developer
9 50 (4.95%) C++ Developer
10 35 (3.46%) Consultant
10 35 (3.46%) Machine Learning Engineer
11 32 (3.17%) C# Developer
12 31 (3.07%) Architect
13 28 (2.77%) Big Data Engineer
13 28 (2.77%) JavaScript Developer
14 27 (2.67%) Analyst
14 27 (2.67%) Data Architect
15 26 (2.57%) .NET Developer
15 26 (2.57%) Big Data Developer
15 26 (2.57%) Software Engineer
Libraries, Frameworks & Software Standards
1 105 (10.39%) Natural Language Processing
2 94 (9.30%) .NET
3 89 (8.80%) HTML
4 85 (8.41%) CSS
5 82 (8.11%) D3.js
6 80 (7.91%) AngularJS
7 69 (6.82%) Web Services
8 47 (4.65%) HTML5
9 40 (3.96%) Spring
10 39 (3.86%) Pandas
11 37 (3.66%) NumPy
11 37 (3.66%) SciPy
12 36 (3.56%) REST
13 35 (3.46%) Kafka
14 34 (3.36%) scikit-learn
15 31 (3.07%) XML
16 29 (2.87%) RESTful
17 26 (2.57%) Ajax
18 21 (2.08%) Flask
19 17 (1.68%) Cascading
Miscellaneous
1 355 (35.11%) Algorithms
2 354 (35.01%) Computer Science
3 283 (27.99%) Mathematics
4 277 (27.40%) Statistics
5 191 (18.89%) Analytical Skills
6 177 (17.51%) Visualisation
7 125 (12.36%) Artificial Intelligence
8 109 (10.78%) Physics
9 57 (5.64%) Hedge funds
10 54 (5.34%) Applied Mathematics
11 50 (4.95%) Neural Network
12 44 (4.35%) User Experience
13 42 (4.15%) Fintech
14 38 (3.76%) Mobile App
15 37 (3.66%) Data Structures
16 24 (2.37%) Blog
17 22 (2.18%) Foreign Exchange (FX)
18 19 (1.88%) Economics
19 18 (1.78%) Equities
20 15 (1.48%) Management Information System
Operating Systems
1 91 (9.00%) Linux
2 39 (3.86%) Unix
3 22 (2.18%) Windows
4 11 (1.09%) Ubuntu
5 10 (0.99%) Debian
6 9 (0.89%) Android
6 9 (0.89%) Apple iOS
7 8 (0.79%) Windows Server
8 2 (0.20%) CentOS
8 2 (0.20%) Mac OS X
Processes & Methodologies
1 480 (47.48%) Analytics
2 231 (22.85%) Agile Software Development
3 154 (15.23%) Data Analytics
4 150 (14.84%) Software Engineering
5 148 (14.64%) Business Intelligence
6 117 (11.57%) TDD
7 109 (10.78%) Data Analysis
8 108 (10.68%) Predictive Analytics
9 99 (9.79%) Predictive Modelling
10 93 (9.20%) Data Visualisation
11 90 (8.90%) OO
12 84 (8.31%) Statistical Modelling
13 71 (7.02%) Open Source
14 67 (6.63%) Statistical Analysis
15 62 (6.13%) DevOps
16 58 (5.74%) Bayesian Methods
16 58 (5.74%) E-Commerce
17 51 (5.04%) MapReduce
18 50 (4.95%) Data Modelling
19 44 (4.35%) Multithreading
Programming Languages
1 662 (65.48%) Python
2 429 (42.43%) R
3 418 (41.35%) Java
4 383 (37.88%) SQL
5 198 (19.58%) C++
6 194 (19.19%) Scala
7 158 (15.63%) JavaScript
8 156 (15.43%) MATLAB
9 132 (13.06%) C#
10 56 (5.54%) Perl
11 53 (5.24%) C
12 52 (5.14%) Ruby
13 40 (3.96%) PHP
14 30 (2.97%) Clojure
15 24 (2.37%) Erlang
16 20 (1.98%) Shell Script
17 17 (1.68%) F#
18 12 (1.19%) Lua
18 12 (1.19%) Objective-C
19 10 (0.99%) T-SQL
Qualifications
1 306 (30.27%) Degree
2 279 (27.60%) PhD
3 13 (1.29%) Microsoft Certification
4 5 (0.49%) PMI Certification
4 5 (0.49%) PMP
5 4 (0.40%) Postgraduate
6 3 (0.30%) ISEB
6 3 (0.30%) Security Cleared
7 2 (0.20%) MCDBA
7 2 (0.20%) MCITP
7 2 (0.20%) MCP
7 2 (0.20%) MCSD
8 1 (0.099%) ACCA
8 1 (0.099%) CFA
8 1 (0.099%) CIMA
8 1 (0.099%) ISTQB Foundation Certification
8 1 (0.099%) MBA
Quality Assurance & Compliance
1 13 (1.29%) Data Quality
2 10 (0.99%) QA
3 4 (0.40%) SLA
4 1 (0.099%) ISO/IEC 27001
System Software
1 13 (1.29%) Docker
2 6 (0.59%) Apache Flume
3 5 (0.49%) HDFS
4 2 (0.20%) iptables
4 2 (0.20%) VMware Infrastructure
4 2 (0.20%) Xen
5 1 (0.099%) VirtualBox
Systems Management
1 18 (1.78%) Opscode Chef
2 15 (1.48%) Ansible
3 12 (1.19%) Puppet
4 8 (0.79%) EMC NetWorker
5 7 (0.69%) Icinga
5 7 (0.69%) Kibana
6 4 (0.40%) Terraform
7 2 (0.20%) logstash
7 2 (0.20%) Nagios
7 2 (0.20%) Oozie
7 2 (0.20%) Salt
7 2 (0.20%) ZABBIX
Vendors
1 80 (7.91%) Tableau
2 55 (5.44%) Microsoft
3 52 (5.14%) Google
4 39 (3.86%) Oracle
5 24 (2.37%) Facebook
6 22 (2.18%) Bloomberg
7 18 (1.78%) Teradata
8 13 (1.29%) IBM
9 12 (1.19%) Splunk
10 11 (1.09%) Cloudera
10 11 (1.09%) Cognos
11 8 (0.79%) Atlassian
11 8 (0.79%) RapidMiner
11 8 (0.79%) Salesforce.com
12 5 (0.49%) Hortonworks
12 5 (0.49%) SAP
13 4 (0.40%) Omniture
13 4 (0.40%) Wall Street Systems
14 3 (0.30%) ArcSight
14 3 (0.30%) Yahoo!
London
Harrington Starr
Salary: £50000 - £60000 per annum + Benefits + Bonus
Posted: 21 hours ago
London
Colston Consulting
Salary: £62000 - £75500 per annum, Benefits total package roughly £110K
Posted: Yesterday
City, London
ConSol Partners
Salary: From £80,000 to £120,000 per annum
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: £50000 - £58000 per annum + exceptional benefits package!!!
Posted: Yesterday
City, London
Oscar
Salary: £50000 - £90000 per annum + benefits
Posted: Yesterday
London
Salt
Salary: £85000 - £100000 per annum + Excellent Benefits & Bonus
Posted: Yesterday
London
Careerwise UK Limited
Salary: £85000 per annum + bonus + benefits
Posted: Yesterday
London
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: Yesterday
London
Exposed Solutions
Salary: £40000 - £70000 per annum
Posted: Yesterday
London
Harvey Nash plc
Salary: £100000 - £110000 per annum
Posted: Yesterday
London
Salt
Salary: £40000 - £60000 per annum + Excellent Bens
Posted: 2 days ago
London
Salt
Salary: £40000 - £700000 per annum + Excellent Bens
Posted: 2 days ago
London
Open Select Recruitment
Salary: £55000 - £65000 per annum + Equity
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £50000 - £95000 per annum, Benefits ASAP
Posted: 2 days ago
West London
Deanslist Limited
Salary: £ Competitive (depending on experience) + Share options + Benefits
Posted: 2 days ago
London
Maclean Moore Consulting
Salary: From £100,000 to £110,000 per annum
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £75000 per annum
Posted: 3 days ago
London
Senitor Associates
Salary: £35000 - £55000 per annum
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £70000 per annum
Posted: 3 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £30000 - £65000 per annum
Posted: 3 days ago
South West London
First Point
Salary: £45000.00 - £50000 per annum + benefits and EXCELLENT training
Posted: 4 days ago
London
Oliver Bernard
Salary: £50000 - £65000 per annum + great benefits
Posted: 4 days ago
London
ANSON MCCADE
Salary: From £90,000 to £110,000 per annum and killer package
Posted: 4 days ago
London
ISL
Salary: £55000 - £65000 per annum + excellent benefits package
Posted: 4 days ago
North London
The Bridge Ltd
Salary: From £30,000 to £52,000 per annum Annual Bonus, Private Healthcare, Pe
Posted: 4 days ago
London
Durlston Partners
Salary: Up to £80,000 per annum + Bonus + Benefits
Posted: 4 days ago
London
Careerwise UK Limited
Salary: £80000 - £110000 per annum + benefits
Posted: 4 days ago
London
Centrotec Consulting
Posted: 4 days ago
City, London
Client Server
Salary: £55k to £60k + benefits
Posted: 4 days ago