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

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Machine Learning
England / South East
Rank 272 372 411
Rank change year-on-year
+100 +39
Permanent jobs citing Machine Learning 128 83 50
As % of all permanent IT jobs located in the South East 0.86% 0.43% 0.25%
As % of the Processes & Methodologies category 1.01% 0.50% 0.29%
Number of salaries quoted 108 76 47
Median salary £47,500 £57,500 £55,000
Median salary % change year-on-year
-17.39% +4.54%
90% offered a salary of more than £30,000 £40,000 £40,000
10% offered a salary of more than £65,000 £73,750 £75,000
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 South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
12733 16645 17283
As % of all permanent IT jobs located in the South East 85.62% 86.53% 84.86%
Number of salaries quoted 10386 14029 13881
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £31,500 £30,000
10% offered a salary of more than £67,500 £65,000 £67,500
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 24 January 2017.

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 24 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
Oxfordshire +33 55 £42,500 -22.72% 8
Surrey +48 21 £70,000 +40.00% 5
Hampshire +18 21 £37,500 -28.57% 7
Kent - 8 £45,000 -
Middlesex - 8 £55,000 - 3
Berkshire +52 7 £67,000 +11.66% 9
Buckinghamshire +29 6 £47,500 -
West Sussex - 2 £50,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 24 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 South East region with a requirement for Machine Learning.

1 110 (50.93%) Python
2 78 (36.11%) C++
2 78 (36.11%) Agile Software Development
3 69 (31.94%) Algorithms
4 68 (31.48%) R
5 61 (28.24%) Analytics
6 60 (27.78%) C#
7 59 (27.31%) PhD
7 59 (27.31%) Degree
8 58 (26.85%) MATLAB
9 55 (25.46%) Software Engineering
10 54 (25.00%) SQL
11 53 (24.54%) Java
12 45 (20.83%) Physics
12 45 (20.83%) Big Data
13 42 (19.44%) .NET
14 40 (18.52%) SQL Server
14 40 (18.52%) Mathematics
15 36 (16.67%) Computer Vision
16 35 (16.20%) Computer Science
17 33 (15.28%) STL
17 33 (15.28%) Boost C++ Libraries
17 33 (15.28%) OpenCV
18 32 (14.81%) Apache Spark
19 28 (12.96%) Amazon AWS
20 27 (12.50%) ASP.NET
21 26 (12.04%) Git (software)
22 24 (11.11%) JavaScript
22 24 (11.11%) Automotive
22 24 (11.11%) Hadoop

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 32 (14.81%) Apache Spark
2 9 (4.17%) Apache
3 6 (2.78%) Apache Solr
3 6 (2.78%) SharePoint
4 5 (2.31%) SAS
5 3 (1.39%) Apache Pig
6 2 (0.93%) Elasticsearch
6 2 (0.93%) Jetty
6 2 (0.93%) nginx
6 2 (0.93%) Tomcat
Applications
1 21 (9.72%) GNU Octave
2 5 (2.31%) MS Excel
3 2 (0.93%) MS Office
Business Applications
1 8 (3.70%) Sentinel
Cloud Services
1 28 (12.96%) Amazon AWS
2 22 (10.19%) Microsoft Azure
3 8 (3.70%) SaaS
4 4 (1.85%) Cloud Computing
5 3 (1.39%) GitHub
5 3 (1.39%) Google Cloud Platform
5 3 (1.39%) IaaS
5 3 (1.39%) PaaS
6 1 (0.46%) Azure Machine Learning
6 1 (0.46%) Heroku
Communications & Networking
1 6 (2.78%) Internet
2 3 (1.39%) MVNO
2 3 (1.39%) Wireless
Database & Business Intelligence
1 45 (20.83%) Big Data
2 40 (18.52%) SQL Server
3 24 (11.11%) Hadoop
4 22 (10.19%) Data Mining
5 20 (9.26%) NoSQL
6 13 (6.02%) Redis
7 12 (5.56%) MongoDB
7 12 (5.56%) SQL Server Analysis Services
7 12 (5.56%) SQL Server Integration Services
7 12 (5.56%) SQL Server Reporting Services
8 11 (5.09%) Data Warehouse
9 9 (4.17%) QlikView
10 8 (3.70%) Apache Cassandra
10 8 (3.70%) Power BI
10 8 (3.70%) Spotfire
11 6 (2.78%) HDInsight
11 6 (2.78%) PostgreSQL
12 5 (2.31%) Star Schema
13 4 (1.85%) MySQL
13 4 (1.85%) SQL Server 2008
Development Applications
1 26 (12.04%) Git (software)
2 12 (5.56%) Subversion
3 11 (5.09%) CMake
4 10 (4.63%) TeamCity
5 8 (3.70%) Octopus Deploy
6 7 (3.24%) Vagrant
7 6 (2.78%) Selenium
8 2 (0.93%) Appium
8 2 (0.93%) Calabash
8 2 (0.93%) Gradle
8 2 (0.93%) Visual Studio
9 1 (0.46%) HP UFT
9 1 (0.46%) Moq
9 1 (0.46%) NUnit
9 1 (0.46%) Ranorex
9 1 (0.46%) Talend Open Studio
General
1 24 (11.11%) Automotive
2 22 (10.19%) Finance
3 13 (6.02%) Marketing
4 9 (4.17%) Retail
5 7 (3.24%) Electronics
6 4 (1.85%) Military
6 4 (1.85%) Pharmaceutical
7 3 (1.39%) Telecoms
8 2 (0.93%) Advertising
8 2 (0.93%) Manufacturing
8 2 (0.93%) Multimedia
9 1 (0.46%) Banking
9 1 (0.46%) Games
Job Titles
1 102 (47.22%) Developer
2 34 (15.74%) C# Developer
3 31 (14.35%) Data Scientist
4 29 (13.43%) .NET Developer
5 25 (11.57%) Software Developer
6 24 (11.11%) C# .NET Developer
7 23 (10.65%) Research Engineer
8 22 (10.19%) Computer Engineer
8 22 (10.19%) Computer Vision Engineer
9 17 (7.87%) C++ Developer
10 16 (7.41%) Analyst
10 16 (7.41%) Java Developer
10 16 (7.41%) Python Developer
11 15 (6.94%) Senior Developer
12 13 (6.02%) Junior
13 12 (5.56%) Junior Developer
14 11 (5.09%) C++ Software Developer
14 11 (5.09%) Programme Manager
14 11 (5.09%) Project Engineer
15 10 (4.63%) ASP.NET Developer
Libraries, Frameworks & Software Standards
1 42 (19.44%) .NET
2 33 (15.28%) Boost C++ Libraries
2 33 (15.28%) OpenCV
2 33 (15.28%) STL
3 27 (12.50%) ASP.NET
4 23 (10.65%) AngularJS
4 23 (10.65%) RESTful
5 19 (8.80%) Node.js
6 13 (6.02%) .NET Framework
6 13 (6.02%) OpenGL
6 13 (6.02%) Spring
7 12 (5.56%) OpenCL
8 10 (4.63%) JMS
8 10 (4.63%) SOAP
8 10 (4.63%) Web Services
9 9 (4.17%) HTML
9 9 (4.17%) Natural Language Processing
10 8 (3.70%) ASP.NET Web API
10 8 (3.70%) KnockoutJS
10 8 (3.70%) Samza
Miscellaneous
1 69 (31.94%) Algorithms
2 45 (20.83%) Physics
3 40 (18.52%) Mathematics
4 35 (16.20%) Computer Science
5 24 (11.11%) Robotics
6 21 (9.72%) Statistics
7 20 (9.26%) Visualisation
8 19 (8.80%) Analytical Skills
9 15 (6.94%) Artificial Intelligence
10 12 (5.56%) CUDA
10 12 (5.56%) GPGPU
10 12 (5.56%) Mobile App
11 11 (5.09%) Embedded Systems
12 10 (4.63%) Neural Network
13 9 (4.17%) Data Integration
13 9 (4.17%) Telematics
14 6 (2.78%) Informatics
15 5 (2.31%) Data Structures
15 5 (2.31%) Internet of Things
16 3 (1.39%) User Experience
Operating Systems
1 17 (7.87%) Linux
2 3 (1.39%) Windows
3 2 (0.93%) Android
3 2 (0.93%) Apple iOS
3 2 (0.93%) Unix
4 1 (0.46%) Ubuntu
Processes & Methodologies
1 78 (36.11%) Agile Software Development
2 61 (28.24%) Analytics
3 55 (25.46%) Software Engineering
4 36 (16.67%) Computer Vision
5 23 (10.65%) Data Analytics
5 23 (10.65%) Signal Processing
6 20 (9.26%) MVC
7 19 (8.80%) TDD
8 18 (8.33%) Business Intelligence
9 17 (7.87%) DevOps
9 17 (7.87%) Multithreading
10 16 (7.41%) Scrum
11 15 (6.94%) BDD
11 15 (6.94%) Continuous Integration
11 15 (6.94%) Data Analysis
11 15 (6.94%) Data Visualisation
11 15 (6.94%) Unit Testing
12 13 (6.02%) Data Migration
12 13 (6.02%) Migration
13 12 (5.56%) Project Management
Programming Languages
1 110 (50.93%) Python
2 78 (36.11%) C++
3 68 (31.48%) R
4 60 (27.78%) C#
5 58 (26.85%) MATLAB
6 54 (25.00%) SQL
7 53 (24.54%) Java
8 24 (11.11%) JavaScript
9 21 (9.72%) Scala
10 18 (8.33%) Ruby
11 15 (6.94%) C
12 11 (5.09%) Groovy
13 8 (3.70%) Lua
14 5 (2.31%) PHP
14 5 (2.31%) T-SQL
15 4 (1.85%) Perl
16 2 (0.93%) Bash Shell
16 2 (0.93%) VB
17 1 (0.46%) VBA
Qualifications
1 59 (27.31%) Degree
1 59 (27.31%) PhD
2 7 (3.24%) Security Cleared
3 2 (0.93%) Microsoft Certification
3 2 (0.93%) Postgraduate
3 2 (0.93%) SC Cleared
4 1 (0.46%) SAS Certification
Quality Assurance & Compliance
1 11 (5.09%) QA
2 5 (2.31%) ISO 14001
2 5 (2.31%) ISO 9001
3 4 (1.85%) SLA
4 3 (1.39%) Data Quality
5 1 (0.46%) ISO13485
System Software
1 11 (5.09%) Docker
2 5 (2.31%) Firmware
3 3 (1.39%) Virtual Machines
4 2 (0.93%) HDFS
Systems Management
1 11 (5.09%) Puppet
2 6 (2.78%) Opscode Chef
3 4 (1.85%) Ansible
4 1 (0.46%) EMC NetWorker
Vendors
1 19 (8.80%) Microsoft
2 17 (7.87%) Tableau
3 8 (3.70%) SAP
4 7 (3.24%) Intel
5 5 (2.31%) IBM
6 4 (1.85%) Alteryx
6 4 (1.85%) Cloudera
7 3 (1.39%) Google
7 3 (1.39%) Hortonworks
7 3 (1.39%) Teradata
8 2 (0.93%) Oracle
9 1 (0.46%) MapR
9 1 (0.46%) Rackspace
9 1 (0.46%) Talend
9 1 (0.46%) Xamarin
Reading
Oracle
Salary: Competitive
Posted: 14 hours ago
Staines
Centrica
Salary: Competitive plus benefits
Posted: 14 hours ago
Reading
Oracle
Salary: Competitive
Posted: 14 hours ago
Epsom, Surrey
Martin & Conley
Salary: COMPETITIVE SALARY + EXCELLENT BENEFITS
Posted: 23 minutes ago
Reading
Oracle
Salary: Competitive
Posted: 14 hours ago
Oxfordshire
Stott & May
Salary: £50000 - £90000 per annum + equity
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: Yesterday
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £45000 per annum, Bonus, Shares + Pension
Posted: Yesterday
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 4 days ago
Romsey, Hampshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 - £50000 Per Annum + benfits
Posted: 23 hours ago
Southampton, Hampshire
TRG
Salary: benfits
Posted: Yesterday
Newbury, Berkshire
RICHARD WHEELER ASSOCIATES
Salary: From £32,000 to £40,000 per annum + Share options
Posted: 2 days ago
Reading
Oracle
Salary: Competitive
Posted: 4 days ago
Abingdon, Oxfordshire
Corriculo
Salary: From £35,000 to £45,000 per annum
Posted: 6 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £50000 per annum
Posted: 5 days ago
Bracknell, Berkshire
Big Wednesday Digital Ltd
Salary: £45000 - £105000 per annum + negotiable
Posted: 6 days ago
Oxfordshire
Austin Fraser
Salary: £22000 - £25000 per annum + Benefits + Training
Posted: 4 days ago
Romsey
Spectrum IT
Salary: £22000 - £28000 per annum + Benefits
Posted: 7 days ago
Newbury, Berkshire
RICHARD WHEELER ASSOCIATES
Salary: From £34,000 to £60,000 per annum + Share options
Posted: 6 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £70000 per annum
Posted: 6 days ago
Surrey
Lawrence Harvey Enterprise
Salary: £40000.00 - £45000.00 per annum + 10% bonus + benefits
Posted: 6 days ago
Reading
Oracle
Salary: Competitive
Posted: 8 days ago
Staines
Centrica
Salary: Competitive + benefits
Posted: 18 days ago
Southampton
Spectrum IT
Salary: £45000 - £60000 per annum
Posted: 11 days ago
Middlesex
Energon Global
Salary: £55000.00 per annum + Amazing Package
Posted: 8 days ago
Oxford
Client Server
Salary: £55k to £70k + share options
Posted: 13 days ago
Oxford
Client Server
Salary: £55k to £70k + share options
Posted: 20 days ago
Portsmouth
Spectrum IT
Salary: £25000 - £35000 per annum
Posted: 21 days ago
Middlesex
Energon Global
Salary: £50000.00 - £540000 per annum + Amazing Package
Posted: 20 days ago
Middlesex
Energon Global
Salary: £50000.00 - £65000 per annum + Amazing Package
Posted: 20 days ago