The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 339 405 447
Rank change year-on-year
+66 +42
Permanent jobs citing Machine Learning 92 64 16
As % of all permanent IT jobs located in the South East 0.53% 0.30% 0.073%
As % of the Processes & Methodologies category 0.61% 0.36% 0.088%
Number of salaries quoted 82 48 13
Median salary £52,500 £48,000 £40,000
Median salary % change year-on-year
+9.37% +20.00%
90% offered a salary of more than £30,250 £31,850 £22,500
10% offered a salary of more than £69,500 £70,750 £45,000
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 South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
15075 17979 18269
As % of all permanent IT jobs located in the South East 86.06% 85.43% 83.53%
Number of salaries quoted 12496 14949 14096
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £67,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in the South East

The demand trend of job ads across the South East 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 the South East

Machine Learning
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning across the South East region.

Machine Learning Salary Trend in the South East

Machine Learning
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Machine Learning across the South East region over the 3 months to 30 September 2016.

Machine Learning Salary Histogram in the South East

Machine Learning
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the South East region over the 3 months to 30 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
Oxfordshire +39 40 £57,500 -23.33% 2
Berkshire +29 19 £52,500 -12.50% 2
Surrey +29 17 £65,000 +44.44%
Hampshire -1 7 £43,750 -12.50% 1
Buckinghamshire 0 4 £22,500 -51.08% 1
East Sussex - 1 £30,000 - 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 30 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 South East region with a requirement for Machine Learning.

1 112 (54.63%) Python
2 95 (46.34%) Algorithms
3 79 (38.54%) PhD
4 77 (37.56%) Agile Software Development
5 76 (37.07%) Analytics
6 75 (36.59%) Software Engineering
7 74 (36.10%) C++
8 73 (35.61%) R
9 69 (33.66%) Java
10 59 (28.78%) Big Data
11 58 (28.29%) Apache Spark
12 54 (26.34%) SQL
13 53 (25.85%) C#
14 44 (21.46%) MATLAB
15 43 (20.98%) .NET
15 43 (20.98%) Artificial Intelligence
15 43 (20.98%) Mathematics
16 42 (20.49%) Computer Science
17 40 (19.51%) Hadoop
17 40 (19.51%) Data Mining
18 39 (19.02%) Degree
19 34 (16.59%) Physics
20 30 (14.63%) Analytical Skills
20 30 (14.63%) SQL Server
21 29 (14.15%) Linux
21 29 (14.15%) Statistics
21 29 (14.15%) Amazon AWS
22 27 (13.17%) OO
22 27 (13.17%) Computer Vision
23 26 (12.68%) Data Analytics

Machine Learning
Top Related IT Skills in the South East 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 58 (28.29%) Apache Spark
2 13 (6.34%) Apache
3 8 (3.90%) Elasticsearch
4 7 (3.41%) Apache Pig
5 3 (1.46%) SharePoint
6 2 (0.98%) Apache Solr
Applications
1 17 (8.29%) GNU Octave
2 2 (0.98%) MS Excel
Business Applications
1 10 (4.88%) Sentinel
2 7 (3.41%) SAP Oil and Gas
Cloud Services
1 29 (14.15%) Amazon AWS
2 19 (9.27%) Microsoft Azure
3 6 (2.93%) Cloud Computing
4 5 (2.44%) Google Cloud Platform
5 4 (1.95%) IaaS
5 4 (1.95%) PaaS
6 3 (1.46%) GitHub
7 2 (0.98%) Azure Machine Learning
7 2 (0.98%) SaaS
Communications & Networking
1 7 (3.41%) Internet
2 5 (2.44%) Firewall
2 5 (2.44%) Wireless
3 2 (0.98%) Bluetooth
Database & Business Intelligence
1 59 (28.78%) Big Data
2 40 (19.51%) Data Mining
2 40 (19.51%) Hadoop
3 30 (14.63%) SQL Server
4 25 (12.20%) NoSQL
5 15 (7.32%) MongoDB
6 14 (6.83%) Apache Cassandra
7 13 (6.34%) Apache Hive
7 13 (6.34%) Redis
7 13 (6.34%) Relational Database
8 11 (5.37%) RDBMS
9 7 (3.41%) MySQL
10 6 (2.93%) HBase
10 6 (2.93%) PostgreSQL
11 5 (2.44%) SQL Server Integration Services
11 5 (2.44%) SQL Server Reporting Services
12 4 (1.95%) Data Warehouse
12 4 (1.95%) GIS
12 4 (1.95%) QlikView
12 4 (1.95%) SQL Server Analysis Services
Development Applications
1 15 (7.32%) Vagrant
2 12 (5.85%) Git (software)
3 5 (2.44%) Selenium
4 3 (1.46%) Maven
4 3 (1.46%) Subversion
4 3 (1.46%) Visual Studio
5 2 (0.98%) Appium
5 2 (0.98%) Calabash
5 2 (0.98%) Eclipse
5 2 (0.98%) HP UFT
5 2 (0.98%) NetBeans
5 2 (0.98%) Ranorex
6 1 (0.49%) Appcelerator Titanium
6 1 (0.49%) Moq
6 1 (0.49%) NUnit
6 1 (0.49%) Talend Open Studio
6 1 (0.49%) TeamCity
6 1 (0.49%) WebDriver
6 1 (0.49%) Xcode
General
1 16 (7.80%) Finance
2 11 (5.37%) Games
3 9 (4.39%) Retail
4 8 (3.90%) Electronics
4 8 (3.90%) Marketing
5 3 (1.46%) Pharmaceutical
6 2 (0.98%) Manufacturing
6 2 (0.98%) Multimedia
6 2 (0.98%) Telecoms
7 1 (0.49%) Advertising
7 1 (0.49%) Military
Job Titles
1 73 (35.61%) Developer
2 33 (16.10%) Data Scientist
3 26 (12.68%) Research Engineer
4 25 (12.20%) Computer Engineer
4 25 (12.20%) Computer Vision Engineer
5 24 (11.71%) Java Developer
6 23 (11.22%) Software Engineer
7 22 (10.73%) Software Developer
8 17 (8.29%) C# Developer
8 17 (8.29%) Python Developer
9 16 (7.80%) Senior Developer
10 13 (6.34%) C++ Software Engineer
10 13 (6.34%) Node.js Developer
10 13 (6.34%) Senior Java Developer
11 12 (5.85%) Senior Python Developer
12 11 (5.37%) .NET Developer
13 10 (4.88%) C# Software Developer
13 10 (4.88%) Java Engineer
13 10 (4.88%) Polyglot Developer
13 10 (4.88%) Scala Developer
Libraries, Frameworks & Software Standards
1 43 (20.98%) .NET
2 25 (12.20%) Natural Language Processing
2 25 (12.20%) OpenCV
3 23 (11.22%) Node.js
3 23 (11.22%) RESTful
4 20 (9.76%) Spring
5 19 (9.27%) Boost C++ Libraries
5 19 (9.27%) STL
6 17 (8.29%) Web Services
7 14 (6.83%) ASP.NET
7 14 (6.83%) Samza
7 14 (6.83%) SOAP
8 13 (6.34%) .NET Framework
9 12 (5.85%) AngularJS
10 11 (5.37%) JSON
11 10 (4.88%) HTML
11 10 (4.88%) JMS
11 10 (4.88%) Kafka
12 9 (4.39%) Django
12 9 (4.39%) Lucene
Miscellaneous
1 95 (46.34%) Algorithms
2 43 (20.98%) Artificial Intelligence
2 43 (20.98%) Mathematics
3 42 (20.49%) Computer Science
4 34 (16.59%) Physics
5 30 (14.63%) Analytical Skills
6 29 (14.15%) Statistics
7 24 (11.71%) Neural Network
8 19 (9.27%) Data Integration
9 18 (8.78%) Visualisation
10 14 (6.83%) Mobile App
11 11 (5.37%) Telematics
12 9 (4.39%) Cloud Native
13 8 (3.90%) Data Structures
14 7 (3.41%) Internet of Things
15 5 (2.44%) Biology
15 5 (2.44%) Chemistry
15 5 (2.44%) NHS
16 4 (1.95%) Hedge funds
17 3 (1.46%) User Experience
Operating Systems
1 29 (14.15%) Linux
2 15 (7.32%) Windows
3 9 (4.39%) Android
3 9 (4.39%) Apple iOS
3 9 (4.39%) Unix
4 6 (2.93%) Windows Server
5 5 (2.44%) CentOS
Processes & Methodologies
1 77 (37.56%) Agile Software Development
2 76 (37.07%) Analytics
3 75 (36.59%) Software Engineering
4 27 (13.17%) Computer Vision
4 27 (13.17%) OO
5 26 (12.68%) Data Analytics
5 26 (12.68%) Signal Processing
6 25 (12.20%) MVC
7 24 (11.71%) Open Source
8 22 (10.73%) Multithreading
9 21 (10.24%) Mobile Development
10 19 (9.27%) Low Latency
11 18 (8.78%) Bayesian Methods
11 18 (8.78%) Data Analysis
11 18 (8.78%) Image Processing
11 18 (8.78%) Scrum
12 16 (7.80%) Statistical Analysis
12 16 (7.80%) Statistical Modelling
13 15 (7.32%) TDD
14 13 (6.34%) Logistic Regression
Programming Languages
1 112 (54.63%) Python
2 74 (36.10%) C++
3 73 (35.61%) R
4 69 (33.66%) Java
5 54 (26.34%) SQL
6 53 (25.85%) C#
7 44 (21.46%) MATLAB
8 26 (12.68%) C
8 26 (12.68%) Scala
9 12 (5.85%) Perl
10 11 (5.37%) Groovy
10 11 (5.37%) JavaScript
11 10 (4.88%) Lua
12 7 (3.41%) Ruby
13 6 (2.93%) Shell Script
14 5 (2.44%) Bash Shell
14 5 (2.44%) PowerShell
15 4 (1.95%) PHP
16 3 (1.46%) VB
17 2 (0.98%) T-SQL
Qualifications
1 79 (38.54%) PhD
2 39 (19.02%) Degree
3 6 (2.93%) Security Cleared
4 3 (1.46%) Microsoft Certification
5 2 (0.98%) Postgraduate
5 2 (0.98%) SC Cleared
6 1 (0.49%) CISSP
Quality Assurance & Compliance
1 6 (2.93%) ISO 14001
1 6 (2.93%) ISO 9001
1 6 (2.93%) QA
2 1 (0.49%) HIPAA
2 1 (0.49%) ISO/IEC 27001
2 1 (0.49%) PCI DSS
System Software
1 19 (9.27%) Docker
2 9 (4.39%) Virtual Machines
3 6 (2.93%) Active Directory
3 6 (2.93%) Firmware
4 4 (1.95%) HDFS
Systems Management
1 7 (3.41%) Opscode Chef
1 7 (3.41%) Puppet
2 5 (2.44%) Salt
3 3 (1.46%) Ansible
3 3 (1.46%) logstash
3 3 (1.46%) StatsD
Vendors
1 10 (4.88%) Cloudera
2 9 (4.39%) Hortonworks
2 9 (4.39%) IBM
3 8 (3.90%) Oracle
3 8 (3.90%) SAP
4 7 (3.41%) Google
4 7 (3.41%) Microsoft
5 5 (2.44%) Cisco
6 3 (1.46%) Tableau
7 2 (0.98%) New Relic
7 2 (0.98%) Xamarin
8 1 (0.49%) Appcelerator
8 1 (0.49%) CA
8 1 (0.49%) MapR
8 1 (0.49%) Salesforce.com
8 1 (0.49%) Talend
Maidenhead, Berkshire
Hitachi Consulting UK
Salary: From £50,000 to £90,000 per annum inc Bonus + Benefits
Posted: 36 minutes ago
Maidenhead, Berkshire
Hitachi Consulting UK
Salary: From £50,000 to £90,000 per annum inc Bonus + Benefits
Posted: 37 minutes ago
Buckinghamshire
Lawrence Harvey Enterprise
Salary: £400 - £500 per day
Posted: 3 days ago
Oxford, Oxfordshire
Verticality Ltd
Salary: £40000 - £45000 per annum, Benefits Benefits
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Brighton, East Sussex
Understanding Recruitment
Salary: £40000 - £48000 per annum + Great Benefits
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Southampton
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Salary: £35000 - £45000 per annum + extensive benefits
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Oxford
G2 Recruitment Solutions
Salary: £NEG
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