Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Devon with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
South West > Devon
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 58 51 71
Rank change year-on-year -7 +20 +25
Permanent jobs citing Machine Learning 13 39 8
As % of all permanent IT jobs advertised in Devon 2.33% 4.96% 1.11%
As % of the Processes & Methodologies category 2.67% 5.68% 1.27%
Number of salaries quoted 10 39 6
Devon median annual salary £32,000 £50,000 £25,000
Median salary % change year-on-year -36.00% +100.00% -61.54%
10th Percentile £25,750 £40,000 £21,500
90th Percentile £110,000 £90,000 £30,500
South West median annual salary £52,500 £52,500 £45,000
% change year-on-year - +16.67% +12.50%

Machine Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Devon with a requirement for process or methodology skills.

All Process and Methodology Skills
Devon
Permanent vacancies with a requirement for process or methodology skills 486 687 632
As % of all permanent IT jobs advertised in Devon 87.10% 87.29% 87.90%
Number of salaries quoted 414 614 518
Devon median annual salary £40,000 £35,000 £34,500
Median salary % change year-on-year +14.29% +1.45% +1.47%
10th Percentile £25,750 £22,500 £20,500
90th Percentile £55,839 £53,750 £47,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Machine Learning
Job Vacancy Trend in Devon

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Devon.

Job vacancy trend for Machine Learning 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 in Devon.

Salary trend for Machine Learning in Devon

Machine Learning
Salary Histogram in Devon

The salary distribution of IT jobs citing Machine Learning in Devon over the 6 months to 21 November 2017.

Salary histogram for Machine Learning 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Exeter -11 13 £32,000 -36.00%
Machine Learning
South West

For the 6 months to 21 November 2017, 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 11 (84.62%) Artificial Intelligence
1 11 (84.62%) Big Data
1 11 (84.62%) Analytics
2 10 (76.92%) Node.js
2 10 (76.92%) Apache Spark
2 10 (76.92%) Apache Cassandra
3 8 (61.54%) Java
4 7 (53.85%) .NET
4 7 (53.85%) PostgreSQL
4 7 (53.85%) MLlib
4 7 (53.85%) Amazon Redshift
4 7 (53.85%) OrientDB
5 6 (46.15%) SQL
6 4 (30.77%) JavaScript
6 4 (30.77%) CSS
6 4 (30.77%) Scrum
6 4 (30.77%) Data Modelling
6 4 (30.77%) HTML
6 4 (30.77%) Microsoft Azure
6 4 (30.77%) Amazon AWS
6 4 (30.77%) RESTful
6 4 (30.77%) Agile Software Development
6 4 (30.77%) AngularJS
6 4 (30.77%) Data Analytics
6 4 (30.77%) API Development
6 4 (30.77%) React
6 4 (30.77%) Greenfield Project
7 3 (23.08%) Vue (Vue.js)
7 3 (23.08%) Relational Database
7 3 (23.08%) Ember.js

Machine Learning
Co-occurring 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 10 (76.92%) Apache Spark
Cloud Services
1 4 (30.77%) Amazon AWS
1 4 (30.77%) Microsoft Azure
Communications & Networking
1 2 (15.38%) 3G
Database & Business Intelligence
1 11 (84.62%) Big Data
2 10 (76.92%) Apache Cassandra
3 7 (53.85%) Amazon Redshift
3 7 (53.85%) OrientDB
3 7 (53.85%) PostgreSQL
4 3 (23.08%) Hadoop
4 3 (23.08%) Relational Database
5 2 (15.38%) Data Mining
Job Titles
1 11 (84.62%) Developer
2 4 (30.77%) .NET Developer
2 4 (30.77%) Java Developer
2 4 (30.77%) JavaScript Developer
2 4 (30.77%) Junior
2 4 (30.77%) Junior Developer
3 3 (23.08%) Front End Developer (Client-Side Developer)
3 3 (23.08%) Graduate
3 3 (23.08%) Graduate Developer
3 3 (23.08%) UI Developer
4 2 (15.38%) Big Data Developer
4 2 (15.38%) Data Scientist
4 2 (15.38%) Junior .NET Developer
4 2 (15.38%) Junior Java Developer
4 2 (15.38%) Senior Data Scientist
5 1 (7.69%) Full Stack Developer
5 1 (7.69%) Graduate .NET Developer
5 1 (7.69%) Graduate Java Developer
5 1 (7.69%) Graduate SQL Developer
5 1 (7.69%) SQL Developer
Libraries, Frameworks & Software Standards
1 10 (76.92%) Node.js
2 7 (53.85%) .NET
2 7 (53.85%) MLlib
3 4 (30.77%) AngularJS
3 4 (30.77%) CSS
3 4 (30.77%) HTML
3 4 (30.77%) React
3 4 (30.77%) RESTful
4 3 (23.08%) Backbone.js
4 3 (23.08%) D3.js
4 3 (23.08%) Ember.js
4 3 (23.08%) Vue (Vue.js)
5 1 (7.69%) jQuery
5 1 (7.69%) Spring
Miscellaneous
1 4 (30.77%) Greenfield Project
2 2 (15.38%) Algorithms
2 2 (15.38%) Analytical Skills
Processes & Methodologies
1 11 (84.62%) Analytics
1 11 (84.62%) Artificial Intelligence
2 4 (30.77%) Agile Software Development
2 4 (30.77%) API Development
2 4 (30.77%) Data Analytics
2 4 (30.77%) Data Modelling
2 4 (30.77%) Scrum
3 2 (15.38%) Mathematics
3 2 (15.38%) Visualisation
4 1 (7.69%) Front End Development
Programming Languages
1 8 (61.54%) Java
2 6 (46.15%) SQL
3 4 (30.77%) JavaScript
4 3 (23.08%) T-SQL
5 2 (15.38%) Python
5 2 (15.38%) R
Qualifications
1 2 (15.38%) Degree
1 2 (15.38%) Numerate Degree