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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Machine Learning
England / South East
Rank 242 372 411
Rank change year-on-year
+130 +39
Permanent jobs citing Machine Learning 153 82 52
As % of all permanent IT jobs located in the South East 1.05% 0.43% 0.25%
As % of the Processes & Methodologies category 1.22% 0.49% 0.29%
Number of salaries quoted 120 76 46
Median salary £50,000 £55,000 £46,250
Median salary % change year-on-year
-9.09% +18.91%
90% offered a salary of more than £30,000 £40,000 £32,750
10% offered a salary of more than £65,500 £63,750 £67,000
UK excluding London median salary £52,000 £55,000 £45,000
% change year-on-year
-5.45% +22.22%

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
12514 16818 17706
As % of all permanent IT jobs located in the South East 85.90% 87.17% 85.45%
Number of salaries quoted 10194 14272 14314
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 £30,500 £30,000
10% offered a salary of more than £66,000 £67,500 £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 26 February 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 26 February 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 +18 50 £42,500 -22.72% 5
Surrey +67 29 £65,000 +44.44% 4
Hampshire +34 26 £45,000 -10.00% 4
Berkshire +63 19 £65,000 +8.33% 2
Middlesex - 13 £55,000 -
Kent +27 10 £46,500 +16.25%
Buckinghamshire - 5 £60,000 -
East Sussex - 1 - -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 26 February 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.

1 130 (53.72%) Python
2 87 (35.95%) Algorithms
3 85 (35.12%) C++
4 74 (30.58%) Degree
5 71 (29.34%) Agile Software Development
6 68 (28.10%) Mathematics
6 68 (28.10%) R
7 67 (27.69%) PhD
8 65 (26.86%) C#
9 64 (26.45%) Java
10 63 (26.03%) Big Data
11 57 (23.55%) Software Engineering
12 56 (23.14%) SQL
13 54 (22.31%) MATLAB
13 54 (22.31%) Physics
13 54 (22.31%) Analytics
14 41 (16.94%) .NET
15 40 (16.53%) SQL Server
16 36 (14.88%) Computer Science
17 35 (14.46%) Computer Vision
18 32 (13.22%) JavaScript
18 32 (13.22%) Data Mining
19 30 (12.40%) AngularJS
19 30 (12.40%) Apache Spark
20 29 (11.98%) ASP.NET
20 29 (11.98%) Statistics
21 28 (11.57%) Boost C++ Libraries
21 28 (11.57%) Amazon AWS
21 28 (11.57%) STL
21 28 (11.57%) Automotive

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 30 (12.40%) Apache Spark
2 10 (4.13%) Apache
3 9 (3.72%) SAS
4 6 (2.48%) Apache Solr
5 4 (1.65%) SharePoint
6 3 (1.24%) Apache Pig
7 2 (0.83%) Elasticsearch
7 2 (0.83%) Jetty
7 2 (0.83%) nginx
7 2 (0.83%) Tomcat
Applications
1 16 (6.61%) GNU Octave
2 4 (1.65%) MS Excel
2 4 (1.65%) SPSS Modeler
3 3 (1.24%) MS Office
Business Applications
1 8 (3.31%) Sentinel
Cloud Services
1 28 (11.57%) Amazon AWS
2 20 (8.26%) Microsoft Azure
3 13 (5.37%) SaaS
4 2 (0.83%) IaaS
4 2 (0.83%) PaaS
5 1 (0.41%) Cloud Computing
5 1 (0.41%) Heroku
Communications & Networking
1 7 (2.89%) Internet
2 3 (1.24%) MVNO
Database & Business Intelligence
1 63 (26.03%) Big Data
2 40 (16.53%) SQL Server
3 32 (13.22%) Data Mining
4 24 (9.92%) Hadoop
5 22 (9.09%) NoSQL
6 14 (5.79%) Redis
7 12 (4.96%) SQL Server Analysis Services
7 12 (4.96%) SQL Server Integration Services
7 12 (4.96%) SQL Server Reporting Services
8 11 (4.55%) Data Warehouse
8 11 (4.55%) MongoDB
9 8 (3.31%) Apache Cassandra
9 8 (3.31%) Power BI
9 8 (3.31%) QlikView
10 7 (2.89%) Spotfire
10 7 (2.89%) Star Schema
11 6 (2.48%) MySQL
12 5 (2.07%) Relational Database
13 4 (1.65%) HDInsight
13 4 (1.65%) SQL Server 2016
Development Applications
1 24 (9.92%) Git (software)
2 14 (5.79%) TeamCity
3 13 (5.37%) Octopus Deploy
3 13 (5.37%) Subversion
4 11 (4.55%) CMake
5 5 (2.07%) Selenium
6 3 (1.24%) Vagrant
7 2 (0.83%) Appium
7 2 (0.83%) Calabash
7 2 (0.83%) Gradle
8 1 (0.41%) Visual Studio
8 1 (0.41%) Xcode
General
1 28 (11.57%) Automotive
2 26 (10.74%) Finance
3 12 (4.96%) Marketing
4 8 (3.31%) Electronics
4 8 (3.31%) Military
5 7 (2.89%) Retail
6 3 (1.24%) Advertising
6 3 (1.24%) Manufacturing
6 3 (1.24%) Pharmaceutical
6 3 (1.24%) Telecoms
7 2 (0.83%) Banking
8 1 (0.41%) Games
8 1 (0.41%) Publishing
Job Titles
1 108 (44.63%) Developer
2 38 (15.70%) C# Developer
3 31 (12.81%) .NET Developer
3 31 (12.81%) Data Scientist
4 28 (11.57%) C# .NET Developer
5 24 (9.92%) Software Developer
6 22 (9.09%) Java Developer
7 20 (8.26%) Research Engineer
8 18 (7.44%) Junior
8 18 (7.44%) Senior Developer
9 17 (7.02%) Analyst
9 17 (7.02%) C++ Developer
9 17 (7.02%) Computer Engineer
9 17 (7.02%) Computer Vision Engineer
10 14 (5.79%) Python Developer
10 14 (5.79%) Technical Leader
11 13 (5.37%) Junior Developer
12 12 (4.96%) SAP Technical Architect
12 12 (4.96%) Software Engineer
12 12 (4.96%) Technical Architect
Libraries, Frameworks & Software Standards
1 41 (16.94%) .NET
2 30 (12.40%) AngularJS
3 29 (11.98%) ASP.NET
4 28 (11.57%) Boost C++ Libraries
4 28 (11.57%) OpenCV
4 28 (11.57%) STL
5 22 (9.09%) Node.js
6 17 (7.02%) .NET Framework
6 17 (7.02%) RESTful
7 16 (6.61%) Spring
7 16 (6.61%) Web Services
8 15 (6.20%) KnockoutJS
9 14 (5.79%) Natural Language Processing
9 14 (5.79%) REST
10 13 (5.37%) ASP.NET Web API
10 13 (5.37%) HTML
10 13 (5.37%) JMS
10 13 (5.37%) OpenGL
10 13 (5.37%) SOAP
11 12 (4.96%) OpenCL
Miscellaneous
1 87 (35.95%) Algorithms
2 36 (14.88%) Computer Science
3 23 (9.50%) Robotics
4 20 (8.26%) Analytical Skills
5 12 (4.96%) CUDA
5 12 (4.96%) GPGPU
6 11 (4.55%) Embedded Systems
7 10 (4.13%) Mobile App
8 7 (2.89%) Data Structures
8 7 (2.89%) Internet of Things
9 5 (2.07%) Cloud Native
9 5 (2.07%) Smart Energy
10 3 (1.24%) User Experience
11 2 (0.83%) Life Science
11 2 (0.83%) Social Media
11 2 (0.83%) Virtual Team
12 1 (0.41%) Blog
12 1 (0.41%) Credit Risk
12 1 (0.41%) Cyberthreat
12 1 (0.41%) NHS
Operating Systems
1 20 (8.26%) Linux
2 6 (2.48%) Apple iOS
3 5 (2.07%) Android
4 3 (1.24%) Windows
5 2 (0.83%) Unix
6 1 (0.41%) Embedded Linux
6 1 (0.41%) Mac OS X
6 1 (0.41%) Ubuntu
Processes & Methodologies
1 71 (29.34%) Agile Software Development
2 68 (28.10%) Mathematics
3 57 (23.55%) Software Engineering
4 54 (22.31%) Analytics
4 54 (22.31%) Physics
5 35 (14.46%) Computer Vision
6 29 (11.98%) Statistics
7 22 (9.09%) Visualisation
8 21 (8.68%) Multithreading
8 21 (8.68%) MVC
8 21 (8.68%) Signal Processing
8 21 (8.68%) TDD
9 20 (8.26%) BDD
9 20 (8.26%) Business Intelligence
10 19 (7.85%) Data Migration
10 19 (7.85%) DevOps
10 19 (7.85%) Image Processing
10 19 (7.85%) Migration
11 17 (7.02%) Artificial Intelligence
11 17 (7.02%) Continuous Integration
Programming Languages
1 130 (53.72%) Python
2 85 (35.12%) C++
3 68 (28.10%) R
4 65 (26.86%) C#
5 64 (26.45%) Java
6 56 (23.14%) SQL
7 54 (22.31%) MATLAB
8 32 (13.22%) JavaScript
9 25 (10.33%) Scala
10 24 (9.92%) Ruby
11 23 (9.50%) C
12 13 (5.37%) Groovy
13 8 (3.31%) Lua
14 7 (2.89%) PHP
15 6 (2.48%) Perl
16 4 (1.65%) T-SQL
17 2 (0.83%) Bash Shell
18 1 (0.41%) Apple Swift
18 1 (0.41%) Objective-C
18 1 (0.41%) VB
Qualifications
1 74 (30.58%) Degree
2 67 (27.69%) PhD
3 8 (3.31%) Security Cleared
4 6 (2.48%) SC Cleared
5 1 (0.41%) ITIL Certification
5 1 (0.41%) SAS Certification
Quality Assurance & Compliance
1 20 (8.26%) QA
2 5 (2.07%) ISO 14001
2 5 (2.07%) ISO 9001
2 5 (2.07%) SLA
3 3 (1.24%) Data Quality
4 1 (0.41%) ISO13485
4 1 (0.41%) PMO
System Software
1 5 (2.07%) Docker
1 5 (2.07%) Firmware
Systems Management
1 14 (5.79%) Puppet
2 4 (1.65%) Opscode Chef
3 2 (0.83%) Ansible
4 1 (0.41%) EMC NetWorker
Vendors
1 23 (9.50%) Microsoft
2 20 (8.26%) Tableau
3 12 (4.96%) Intel
3 12 (4.96%) SAP
4 6 (2.48%) Oracle
5 4 (1.65%) Alteryx
5 4 (1.65%) IBM
6 3 (1.24%) Teradata
7 1 (0.41%) Apple
7 1 (0.41%) Rackspace
Oxford, Oxfordshire
RedCat Solutions
Posted: 3 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 6 days ago
Surrey
Harrington Starr
Salary: £45000 - £55000 per annum + Bonus and Benefits and Training
Posted: 2 days ago
Oxfordshire
Austin Fraser
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 6 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bonus + equity
Posted: 6 days ago
Southampton
Recruitment Genius Ltd
Salary: £30000 - £35000 per annum
Posted: 6 days ago
Staines
Centrica
Salary: Competitive
Posted: 3 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 6 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 6 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £45000 per annum, Bonus, Shares + Pension
Posted: 6 days ago
Oxford, Oxfordshire
Corriculo
Salary: to £55k + Excellent Benefits
Posted: 18 days ago
Surrey
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 24 days ago