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 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 34 58 49
Rank change year-on-year
+24 -9
Permanent jobs citing Machine Learning 23 3 1
As % of all permanent IT jobs located in Devon 6.63% 0.72% 0.27%
As % of the Processes & Methodologies category 7.90% 0.82% 0.33%
Number of salaries quoted 23 0 1
Median salary £52,500 - £65,000
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
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
291 364 301
As % of all permanent IT jobs located in Devon 83.86% 87.50% 81.57%
Number of salaries quoted 265 278 246
Median salary £35,000 £36,000 £35,000
Median salary % change year-on-year
-2.77% +2.85%
90% offered a salary of more than £26,000 £22,500 £21,500
10% offered a salary of more than £57,000 £50,000 £47,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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
Salary Histogram in Devon

This chart provides a salary histogram for IT jobs citing Machine Learning across the Devon region over the 3 months to 28 July 2016.

Machine Learning Salary Histogram 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 28 July 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 - 21 £50,000 -
Plymouth +7 2 £52,500 -
Machine Learning
South West

Machine Learning
Top 30 Related IT Skills in Devon

For the 6 months to 28 July 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 39 (97.50%) Data Analytics
1 39 (97.50%) Analytics
2 37 (92.50%) Finance
2 37 (92.50%) Computer Science
3 36 (90.00%) PhD
4 29 (72.50%) Python
5 28 (70.00%) C++
5 28 (70.00%) Java
5 28 (70.00%) R
6 26 (65.00%) Degree
7 25 (62.50%) MATLAB
7 25 (62.50%) Analytical Skills
8 24 (60.00%) Apache Spark
8 24 (60.00%) Scala
8 24 (60.00%) Hadoop
8 24 (60.00%) Apache Hive
9 23 (57.50%) Big Data
10 22 (55.00%) Data Analysis
10 22 (55.00%) OpenUP
11 18 (45.00%) SQL
12 15 (37.50%) Data Mining
12 15 (37.50%) SAS
12 15 (37.50%) SPSS
13 14 (35.00%) Apache Pig
14 12 (30.00%) MongoDB
15 11 (27.50%) Artificial Intelligence
16 10 (25.00%) Apache Cassandra
16 10 (25.00%) MapReduce
17 2 (5.00%) BDD
17 2 (5.00%) Web Application Development

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 24 (60.00%) Apache Spark
2 15 (37.50%) SAS
3 14 (35.00%) Apache Pig
Applications
1 15 (37.50%) SPSS
Cloud Services
1 2 (5.00%) Amazon AWS
1 2 (5.00%) IaaS
1 2 (5.00%) Microsoft Azure
1 2 (5.00%) PaaS
Communications & Networking
1 2 (5.00%) Internet
Database & Business Intelligence
1 24 (60.00%) Apache Hive
1 24 (60.00%) Hadoop
2 23 (57.50%) Big Data
3 15 (37.50%) Data Mining
4 12 (30.00%) MongoDB
5 10 (25.00%) Apache Cassandra
6 2 (5.00%) NoSQL
General
1 37 (92.50%) Finance
2 2 (5.00%) Electronics
Job Titles
1 15 (37.50%) Data Scientist
2 11 (27.50%) Chief Technology Officer
3 2 (5.00%) .NET Developer
3 2 (5.00%) Azure Developer
3 2 (5.00%) C# .NET Developer
3 2 (5.00%) C# Developer
3 2 (5.00%) Cloud Developer
3 2 (5.00%) Developer
4 1 (2.50%) Support Engineer
4 1 (2.50%) Systems Engineer
4 1 (2.50%) Systems Support
4 1 (2.50%) Systems Support Engineer
Libraries, Frameworks & Software Standards
1 2 (5.00%) .NET
1 2 (5.00%) .NET Framework
1 2 (5.00%) RESTful
1 2 (5.00%) Web Services
Miscellaneous
1 37 (92.50%) Computer Science
2 25 (62.50%) Analytical Skills
3 11 (27.50%) Artificial Intelligence
4 2 (5.00%) Internet of Things
4 2 (5.00%) Mobile App
Operating Systems
1 1 (2.50%) Linux
Processes & Methodologies
1 39 (97.50%) Analytics
1 39 (97.50%) Data Analytics
2 22 (55.00%) Data Analysis
2 22 (55.00%) OpenUP
3 10 (25.00%) MapReduce
4 2 (5.00%) Agile Software Development
4 2 (5.00%) BDD
4 2 (5.00%) Front End Development
4 2 (5.00%) Kanban
4 2 (5.00%) Product Management
4 2 (5.00%) Prototyping
4 2 (5.00%) Scrum
4 2 (5.00%) TDD
4 2 (5.00%) Use Case
4 2 (5.00%) Web Application Development
5 1 (2.50%) High Availability
Programming Languages
1 29 (72.50%) Python
2 28 (70.00%) C++
2 28 (70.00%) Java
2 28 (70.00%) R
3 25 (62.50%) MATLAB
4 24 (60.00%) Scala
5 18 (45.00%) SQL
6 2 (5.00%) C#
7 1 (2.50%) Bash Shell
Qualifications
1 36 (90.00%) PhD
2 26 (65.00%) Degree
Quality Assurance & Compliance
1 2 (5.00%) ISO 14001
1 2 (5.00%) ISO 9001
System Software
1 2 (5.00%) Firmware
Vendors
1 2 (5.00%) Microsoft