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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Machine Learning
Rank 49 41 69
Rank change year-on-year
-8 +28
Permanent jobs citing Machine Learning 13 6 1
As % of all permanent IT jobs located in Devon 3.11% 1.99% 0.19%
As % of the Processes & Methodologies category 3.59% 2.24% 0.22%
Number of salaries quoted 13 6 0
Median salary £52,500 £25,000 -
Median salary % change year-on-year
+110.00% -
UK excluding London median salary £50,000 £52,500 £40,000
% change year-on-year
-4.76% +31.25%
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
362 268 459
As % of all permanent IT jobs located in Devon 86.60% 89.04% 85.47%
Number of salaries quoted 311 238 375
Median salary £37,000 £36,000 £34,500
Median salary % change year-on-year
+2.77% +4.34%
90% offered a salary of more than £25,000 £22,527 £23,500
10% offered a salary of more than £52,500 £45,000 £42,500
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 4 December 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
Plymouth +9 7 £52,500 +110.00%
Exeter - 6 £50,000 -
Machine Learning
South West

Machine Learning
Top 30 Related IT Skills in Devon

For the 6 months to 4 December 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 33 (100.00%) Data Analytics
1 33 (100.00%) Analytics
2 30 (90.91%) SQL
3 25 (75.76%) Java
4 20 (60.61%) C++
4 20 (60.61%) Python
4 20 (60.61%) PhD
4 20 (60.61%) MATLAB
4 20 (60.61%) Finance
4 20 (60.61%) Degree
4 20 (60.61%) Computer Science
4 20 (60.61%) R
4 20 (60.61%) Apache Spark
4 20 (60.61%) Scala
4 20 (60.61%) Hadoop
4 20 (60.61%) Apache Hive
5 17 (51.52%) Analytical Skills
5 17 (51.52%) Apache Pig
5 17 (51.52%) SPSS
5 17 (51.52%) SAS
6 16 (48.48%) MongoDB
7 13 (39.39%) NoSQL
7 13 (39.39%) BDD
7 13 (39.39%) Product Management
7 13 (39.39%) Mobile App
7 13 (39.39%) Internet of Things
7 13 (39.39%) Prototyping
7 13 (39.39%) Web Application Development
7 13 (39.39%) Front End Development
7 13 (39.39%) C#

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 20 (60.61%) Apache Spark
2 17 (51.52%) Apache Pig
2 17 (51.52%) SAS
Applications
1 17 (51.52%) SPSS
Cloud Services
1 12 (36.36%) IaaS
1 12 (36.36%) PaaS
2 8 (24.24%) Amazon AWS
2 8 (24.24%) Microsoft Azure
Communications & Networking
1 13 (39.39%) Internet
Database & Business Intelligence
1 20 (60.61%) Apache Hive
1 20 (60.61%) Hadoop
2 16 (48.48%) MongoDB
3 13 (39.39%) NoSQL
4 3 (9.09%) Apache Cassandra
4 3 (9.09%) Big Data
General
1 20 (60.61%) Finance
2 13 (39.39%) Electronics
Job Titles
1 17 (51.52%) Data Scientist
2 13 (39.39%) Developer
3 12 (36.36%) C# Developer
4 9 (27.27%) .NET Developer
4 9 (27.27%) C# .NET Developer
5 6 (18.18%) Cloud Developer
6 5 (15.15%) Azure Developer
6 5 (15.15%) Senior Developer
7 4 (12.12%) C Developer
7 4 (12.12%) Java Developer
7 4 (12.12%) Senior C Developer
7 4 (12.12%) Senior C# Developer
7 4 (12.12%) Senior Java Developer
8 1 (3.03%) Senior .NET Developer
8 1 (3.03%) Senior C# .NET Developer
8 1 (3.03%) Senior Software Developer
8 1 (3.03%) Software Developer
Libraries, Frameworks & Software Standards
1 13 (39.39%) Web Services
2 10 (30.30%) .NET
3 8 (24.24%) .NET Framework
3 8 (24.24%) RESTful
Miscellaneous
1 20 (60.61%) Computer Science
2 17 (51.52%) Analytical Skills
3 13 (39.39%) Internet of Things
3 13 (39.39%) Mobile App
Processes & Methodologies
1 33 (100.00%) Analytics
1 33 (100.00%) Data Analytics
2 13 (39.39%) Agile Software Development
2 13 (39.39%) BDD
2 13 (39.39%) Front End Development
2 13 (39.39%) Kanban
2 13 (39.39%) Product Management
2 13 (39.39%) Prototyping
2 13 (39.39%) Scrum
2 13 (39.39%) TDD
2 13 (39.39%) Use Case
2 13 (39.39%) Web Application Development
3 3 (9.09%) Data Analysis
3 3 (9.09%) MapReduce
3 3 (9.09%) OpenUP
Programming Languages
1 30 (90.91%) SQL
2 25 (75.76%) Java
3 20 (60.61%) C++
3 20 (60.61%) MATLAB
3 20 (60.61%) Python
3 20 (60.61%) R
3 20 (60.61%) Scala
4 13 (39.39%) C#
5 5 (15.15%) C
Qualifications
1 20 (60.61%) Degree
1 20 (60.61%) PhD
Quality Assurance & Compliance
1 12 (36.36%) ISO 14001
1 12 (36.36%) ISO 9001
System Software
1 13 (39.39%) Firmware
Vendors
1 8 (24.24%) Microsoft