The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Devon 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 36 56 -
Rank change year-on-year
+20 -
Permanent jobs citing Machine Learning 20 1 0
As % of all permanent IT jobs located in Devon 5.75% 0.24% -
As % of the Processes & Methodologies category 6.60% 0.28% -
Number of salaries quoted 20 1 0
Median salary £50,000 £25,000 -
Median salary % change year-on-year
+100.00% -
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%
Machine Learning
South West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Devon region.

Processes & Methodologies Category
Devon
Permanent IT job ads with a match in the
Processes & Methodologies category
303 357 406
As % of all permanent IT jobs located in Devon 87.07% 85.00% 81.69%
Number of salaries quoted 280 296 338
Median salary £36,000 £37,500 £35,000
Median salary % change year-on-year
-4.00% +7.14%
90% offered a salary of more than £24,000 £24,500 £22,000
10% offered a salary of more than £52,500 £50,000 £47,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in Devon

The demand trend of job ads across the Devon 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 Devon

Machine Learning
Salary Trend in Devon

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

Machine Learning Salary Trend in Devon

Machine Learning
Job Locations in Devon

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Devon 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
Exeter - 13 £50,000 -
Plymouth +11 7 £52,500 +110.00%
Machine Learning
South West

Machine Learning
Top 30 Related IT Skills in Devon

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 Devon region with a requirement for Machine Learning.

1 45 (100.00%) Analytics
1 45 (100.00%) Data Analytics
2 38 (84.44%) PhD
2 38 (84.44%) Finance
2 38 (84.44%) Computer Science
3 37 (82.22%) C++
3 37 (82.22%) Java
3 37 (82.22%) Python
3 37 (82.22%) R
4 35 (77.78%) Degree
5 34 (75.56%) MATLAB
6 33 (73.33%) Scala
6 33 (73.33%) Hadoop
6 33 (73.33%) Apache Hive
6 33 (73.33%) Apache Spark
7 31 (68.89%) SQL
8 27 (60.00%) Analytical Skills
9 24 (53.33%) Data Mining
9 24 (53.33%) SAS
9 24 (53.33%) SPSS
10 23 (51.11%) Apache Pig
11 17 (37.78%) MongoDB
12 14 (31.11%) Big Data
12 14 (31.11%) OpenUP
12 14 (31.11%) Data Analysis
13 10 (22.22%) MapReduce
13 10 (22.22%) Apache Cassandra
14 7 (15.56%) NoSQL
14 7 (15.56%) Web Application Development
14 7 (15.56%) Mobile App

Machine Learning
Top Related IT Skills in Devon 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 33 (73.33%) Apache Spark
2 24 (53.33%) SAS
3 23 (51.11%) Apache Pig
Applications
1 24 (53.33%) SPSS
Cloud Services
1 7 (15.56%) Amazon AWS
1 7 (15.56%) IaaS
1 7 (15.56%) Microsoft Azure
1 7 (15.56%) PaaS
Communications & Networking
1 7 (15.56%) Internet
Database & Business Intelligence
1 33 (73.33%) Apache Hive
1 33 (73.33%) Hadoop
2 24 (53.33%) Data Mining
3 17 (37.78%) MongoDB
4 14 (31.11%) Big Data
5 10 (22.22%) Apache Cassandra
6 7 (15.56%) NoSQL
General
1 38 (84.44%) Finance
2 7 (15.56%) Electronics
Job Titles
1 24 (53.33%) Data Scientist
2 7 (15.56%) .NET Developer
2 7 (15.56%) C# .NET Developer
2 7 (15.56%) C# Developer
2 7 (15.56%) Developer
3 6 (13.33%) Cloud Developer
4 5 (11.11%) Azure Developer
5 3 (6.67%) Chief Technology Officer
Libraries, Frameworks & Software Standards
1 7 (15.56%) .NET
1 7 (15.56%) .NET Framework
1 7 (15.56%) RESTful
1 7 (15.56%) Web Services
Miscellaneous
1 38 (84.44%) Computer Science
2 27 (60.00%) Analytical Skills
3 7 (15.56%) Internet of Things
3 7 (15.56%) Mobile App
4 3 (6.67%) Artificial Intelligence
Processes & Methodologies
1 45 (100.00%) Analytics
1 45 (100.00%) Data Analytics
2 14 (31.11%) Data Analysis
2 14 (31.11%) OpenUP
3 10 (22.22%) MapReduce
4 7 (15.56%) Agile Software Development
4 7 (15.56%) BDD
4 7 (15.56%) Front End Development
4 7 (15.56%) Kanban
4 7 (15.56%) Product Management
4 7 (15.56%) Prototyping
4 7 (15.56%) Scrum
4 7 (15.56%) TDD
4 7 (15.56%) Use Case
4 7 (15.56%) Web Application Development
Programming Languages
1 37 (82.22%) C++
1 37 (82.22%) Java
1 37 (82.22%) Python
1 37 (82.22%) R
2 34 (75.56%) MATLAB
3 33 (73.33%) Scala
4 31 (68.89%) SQL
5 7 (15.56%) C#
Qualifications
1 38 (84.44%) PhD
2 35 (77.78%) Degree
Quality Assurance & Compliance
1 6 (13.33%) ISO 14001
1 6 (13.33%) ISO 9001
System Software
1 7 (15.56%) Firmware
Vendors
1 7 (15.56%) Microsoft