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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Machine Learning
Rank 37 57 58
Rank change year-on-year
+20 +1
Permanent jobs citing Machine Learning 20 2 1
As % of all permanent IT jobs located in Devon 5.42% 0.49% 0.24%
As % of the Processes & Methodologies category 6.39% 0.56% 0.30%
Number of salaries quoted 20 1 1
Median salary £50,000 £25,000 £65,000
Median salary % change year-on-year
+100.00% -61.53%
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
313 357 336
As % of all permanent IT jobs located in Devon 84.82% 86.65% 79.25%
Number of salaries quoted 290 276 278
Median salary £35,000 £37,500 £36,500
Median salary % change year-on-year
-6.66% +2.73%
90% offered a salary of more than £23,500 £25,000 £22,500
10% offered a salary of more than £52,500 £55,000 £50,000
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
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 27 August 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 27 August 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 - 16 £50,000 - 1
Plymouth +6 4 £52,500 +110.00%
Machine Learning
South West

Machine Learning
Top 30 Related IT Skills in Devon

For the 6 months to 27 August 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 41 (100.00%) Analytics
1 41 (100.00%) Data Analytics
2 37 (90.24%) PhD
2 37 (90.24%) Finance
2 37 (90.24%) Computer Science
3 32 (78.05%) C++
3 32 (78.05%) Java
3 32 (78.05%) Python
3 32 (78.05%) R
4 30 (73.17%) Degree
5 29 (70.73%) MATLAB
6 28 (68.29%) Scala
6 28 (68.29%) Hadoop
6 28 (68.29%) Apache Hive
6 28 (68.29%) Apache Spark
7 26 (63.41%) Analytical Skills
8 23 (56.10%) SQL
9 19 (46.34%) Data Mining
9 19 (46.34%) SAS
9 19 (46.34%) SPSS
10 18 (43.90%) Apache Pig
10 18 (43.90%) Big Data
10 18 (43.90%) OpenUP
10 18 (43.90%) Data Analysis
11 14 (34.15%) MongoDB
12 10 (24.39%) Apache Cassandra
12 10 (24.39%) MapReduce
13 7 (17.07%) Artificial Intelligence
14 4 (9.76%) .NET Framework
14 4 (9.76%) Scrum

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 28 (68.29%) Apache Spark
2 19 (46.34%) SAS
3 18 (43.90%) Apache Pig
Applications
1 19 (46.34%) SPSS
Cloud Services
1 4 (9.76%) Amazon AWS
1 4 (9.76%) IaaS
1 4 (9.76%) Microsoft Azure
1 4 (9.76%) PaaS
Communications & Networking
1 4 (9.76%) Internet
Database & Business Intelligence
1 28 (68.29%) Apache Hive
1 28 (68.29%) Hadoop
2 19 (46.34%) Data Mining
3 18 (43.90%) Big Data
4 14 (34.15%) MongoDB
5 10 (24.39%) Apache Cassandra
6 4 (9.76%) NoSQL
General
1 37 (90.24%) Finance
2 4 (9.76%) Electronics
Job Titles
1 19 (46.34%) Data Scientist
2 7 (17.07%) Chief Technology Officer
3 4 (9.76%) .NET Developer
3 4 (9.76%) Azure Developer
3 4 (9.76%) C# .NET Developer
3 4 (9.76%) C# Developer
3 4 (9.76%) Cloud Developer
3 4 (9.76%) Developer
Libraries, Frameworks & Software Standards
1 4 (9.76%) .NET
1 4 (9.76%) .NET Framework
1 4 (9.76%) RESTful
1 4 (9.76%) Web Services
Miscellaneous
1 37 (90.24%) Computer Science
2 26 (63.41%) Analytical Skills
3 7 (17.07%) Artificial Intelligence
4 4 (9.76%) Internet of Things
4 4 (9.76%) Mobile App
Processes & Methodologies
1 41 (100.00%) Analytics
1 41 (100.00%) Data Analytics
2 18 (43.90%) Data Analysis
2 18 (43.90%) OpenUP
3 10 (24.39%) MapReduce
4 4 (9.76%) Agile Software Development
4 4 (9.76%) BDD
4 4 (9.76%) Front End Development
4 4 (9.76%) Kanban
4 4 (9.76%) Product Management
4 4 (9.76%) Prototyping
4 4 (9.76%) Scrum
4 4 (9.76%) TDD
4 4 (9.76%) Use Case
4 4 (9.76%) Web Application Development
Programming Languages
1 32 (78.05%) C++
1 32 (78.05%) Java
1 32 (78.05%) Python
1 32 (78.05%) R
2 29 (70.73%) MATLAB
3 28 (68.29%) Scala
4 23 (56.10%) SQL
5 4 (9.76%) C#
Qualifications
1 37 (90.24%) PhD
2 30 (73.17%) Degree
Quality Assurance & Compliance
1 3 (7.32%) ISO 14001
1 3 (7.32%) ISO 9001
System Software
1 4 (9.76%) Firmware
Vendors
1 4 (9.76%) Microsoft
Exeter, Devon
Provide Consulting Ltd
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