The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the South West region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank 227 223 223
Rank change year-on-year
-4 0
Permanent jobs citing Machine Learning 27 20 15
As % of all permanent IT jobs located in the South West 0.47% 0.33% 0.27%
As % of the Processes & Methodologies category 0.54% 0.39% 0.32%
Number of salaries quoted 24 14 13
Average salary £52,500 £40,000 £45,000
Average salary % change year-on-year
+31.25% -11.11%
90% offered a salary of more than £32,500 £38,250 £40,000
10% offered a salary of more than £77,000 £40,000 £50,000
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 South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
5019 5189 4618
As % of all permanent IT jobs located in the South West 87.53% 86.48% 84.63%
Number of salaries quoted 4157 4360 3903
Average salary £42,500 £40,000 £39,500
Average salary % change year-on-year
+6.25% +1.26%
90% offered a salary of more than £29,750 £29,000 £26,500
10% offered a salary of more than £65,000 £55,000 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Machine Learning
Jobs Demand Trend in the South West

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the South West region as a proportion of the total demand within the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in the South West

Machine Learning
Salary Trend in the South West

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

Machine Learning Salary Trend in the South West

Machine Learning
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Machine Learning across the South West region over the 3 months to 12 February 2016.

Machine Learning Salary Histogram in the South West

Machine Learning
Job Locations in the South West

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the South West region over the 3 months to 12 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
Bristol -11 14 £52,500 +31.25% 1
Devon - 9 £37,500 -
Somerset - 3 £75,000 - 1
Gloucestershire - 1 £65,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South West

For the 6 months to 12 February 2016, IT jobs across the South West 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 28 (62.22%) Software Engineering
2 24 (53.33%) Java
2 24 (53.33%) Computer Science
2 24 (53.33%) Big Data
3 21 (46.67%) Python
4 19 (42.22%) Algorithms
5 18 (40.00%) NoSQL
5 18 (40.00%) Degree
6 17 (37.78%) Agile Software Development
6 17 (37.78%) Analytical Skills
7 14 (31.11%) OO
7 14 (31.11%) C++
7 14 (31.11%) Data Analysis
8 11 (24.44%) SQL
9 10 (22.22%) .NET
9 10 (22.22%) HTML
9 10 (22.22%) ASP.NET
9 10 (22.22%) CSS
9 10 (22.22%) C#
9 10 (22.22%) Mathematics
9 10 (22.22%) Amazon AWS
9 10 (22.22%) MongoDB
9 10 (22.22%) Natural Language Processing
10 9 (20.00%) Analytics
10 9 (20.00%) Physics
10 9 (20.00%) Web Design
11 8 (17.78%) Web Services
11 8 (17.78%) Mentoring
12 7 (15.56%) DevOps
12 7 (15.56%) Mobile App

Machine Learning
Top Related IT Skills in the South West by Category

For the 6 months to 12 February 2016, IT jobs across the South West 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 7 (15.56%) Elasticsearch
2 4 (8.89%) Node.js
3 2 (4.44%) Apache Solr
4 1 (2.22%) Apache
4 1 (2.22%) Apache Spark
4 1 (2.22%) CMS
Applications
1 1 (2.22%) Mathematica
Cloud Services
1 10 (22.22%) Amazon AWS
2 5 (11.11%) Cloud Computing
Communications & Networking
1 1 (2.22%) Internet
Database & Business Intelligence
1 24 (53.33%) Big Data
2 18 (40.00%) NoSQL
3 10 (22.22%) MongoDB
4 6 (13.33%) MySQL
5 5 (11.11%) Apache Cassandra
5 5 (11.11%) Hadoop
6 4 (8.89%) Data Mining
6 4 (8.89%) PostgreSQL
7 3 (6.67%) Amazon DynamoDB
7 3 (6.67%) SQL Server
8 1 (2.22%) Redis
8 1 (2.22%) Relational Database
8 1 (2.22%) Riak
Development Applications
1 7 (15.56%) Git (software)
1 7 (15.56%) Moq
1 7 (15.56%) NUnit
2 2 (4.44%) Ant
2 2 (4.44%) Maven
General
1 7 (15.56%) Advertising
2 5 (11.11%) Finance
3 2 (4.44%) Financial Institution
4 1 (2.22%) Games
4 1 (2.22%) Marketing
4 1 (2.22%) Retail
Job Titles
1 16 (35.56%) Developer
2 10 (22.22%) Java Engineer
2 10 (22.22%) Software Engineer
3 9 (20.00%) Java Software Engineer
4 8 (17.78%) Data Scientist
4 8 (17.78%) Software Developer
5 7 (15.56%) .NET Developer
5 7 (15.56%) .NET Software Developer
5 7 (15.56%) ASP.NET Developer
5 7 (15.56%) C# .NET Developer
5 7 (15.56%) C# ASP.NET Developer
5 7 (15.56%) C# Developer
5 7 (15.56%) C# Software Developer
5 7 (15.56%) C++ Software Engineer
5 7 (15.56%) Java Developer
5 7 (15.56%) Python Software Engineer
5 7 (15.56%) SQL Developer
6 6 (13.33%) Senior Developer
6 6 (13.33%) Senior Java Developer
7 5 (11.11%) Programmer
Libraries, Frameworks & Software Standards
1 10 (22.22%) .NET
1 10 (22.22%) ASP.NET
1 10 (22.22%) CSS
1 10 (22.22%) HTML
1 10 (22.22%) Natural Language Processing
2 8 (17.78%) Web Services
3 7 (15.56%) .NET Framework
3 7 (15.56%) Entity Framework
3 7 (15.56%) LINQ
3 7 (15.56%) WCF
4 6 (13.33%) RESTful
5 4 (8.89%) AngularJS
5 4 (8.89%) Kafka
6 3 (6.67%) ASP.NET MVC
6 3 (6.67%) D3.js
6 3 (6.67%) KnockoutJS
7 1 (2.22%) Boost C++ Libraries
7 1 (2.22%) Java EE
7 1 (2.22%) Spring
7 1 (2.22%) STL
Miscellaneous
1 24 (53.33%) Computer Science
2 19 (42.22%) Algorithms
3 17 (37.78%) Analytical Skills
4 10 (22.22%) Mathematics
5 9 (20.00%) Physics
6 7 (15.56%) Mobile App
6 7 (15.56%) Social Media
7 5 (11.11%) Statistics
8 4 (8.89%) Visualisation
9 2 (4.44%) Artificial Intelligence
9 2 (4.44%) Fintech
10 1 (2.22%) Data Extraction
10 1 (2.22%) FMCG
10 1 (2.22%) Internet of Things
10 1 (2.22%) Neural Network
10 1 (2.22%) Smartphone
Operating Systems
1 3 (6.67%) Linux
2 1 (2.22%) Android
2 1 (2.22%) Apple iOS
2 1 (2.22%) Mac OS X
2 1 (2.22%) Ubuntu
Processes & Methodologies
1 28 (62.22%) Software Engineering
2 17 (37.78%) Agile Software Development
3 14 (31.11%) Data Analysis
3 14 (31.11%) OO
4 9 (20.00%) Analytics
4 9 (20.00%) Web Design
5 8 (17.78%) Mentoring
6 7 (15.56%) DevOps
6 7 (15.56%) OOD
6 7 (15.56%) Refactoring
6 7 (15.56%) TDD
6 7 (15.56%) Unit Testing
7 6 (13.33%) Continuous Integration
7 6 (13.33%) Extreme Programming
7 6 (13.33%) Pair Programming
7 6 (13.33%) Time Management
8 4 (8.89%) Data Analytics
8 4 (8.89%) E-Commerce
9 3 (6.67%) MVC
9 3 (6.67%) Responsive Web Design
Programming Languages
1 24 (53.33%) Java
2 21 (46.67%) Python
3 14 (31.11%) C++
4 11 (24.44%) SQL
5 10 (22.22%) C#
6 5 (11.11%) Scala
7 4 (8.89%) JavaScript
7 4 (8.89%) R
8 2 (4.44%) Ruby
9 1 (2.22%) Clojure
9 1 (2.22%) Embedded C++
9 1 (2.22%) Erlang
9 1 (2.22%) Go
9 1 (2.22%) Haskell
9 1 (2.22%) MATLAB
9 1 (2.22%) Objective-C
Qualifications
1 18 (40.00%) Degree
2 2 (4.44%) DV Cleared
2 2 (4.44%) Security Cleared
3 1 (2.22%) PhD
System Software
1 5 (11.11%) Docker
Systems Management
1 1 (2.22%) Opscode Chef
1 1 (2.22%) Puppet
Vendors
1 3 (6.67%) Microsoft
2 2 (4.44%) Facebook
2 2 (4.44%) Twitter
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Salary: £35000 - £80000 per annum + Benefits
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Salary: Competitive Salary and Benefits Package
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