Period
to 19 August 2019

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 19 August 2019 with a comparison to the same period in the previous 2 years.

Machine Learning
South West > Devon
6 months to
19 Aug 2019
Same period 2018 Same period 2017
Rank 29 57 79
Rank change year-on-year +28 +22 -40
Permanent jobs citing Machine Learning 47 3 1
As % of all permanent IT jobs advertised in Devon 7.79% 0.59% 0.16%
As % of the Processes & Methodologies category 8.51% 0.67% 0.17%
Number of salaries quoted 3 3 1
Devon median annual salary £57,500 £42,500 £26,500
Median salary % change year-on-year +35.29% +60.38% -62.14%
10th Percentile £40,750 £39,250 £25,750
90th Percentile £61,000 £47,250 £27,250
South West median annual salary £50,000 £52,500 £51,250
% change year-on-year -4.76% +2.44% -5.09%

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 552 446 590
As % of all permanent IT jobs advertised in Devon 91.54% 88.32% 93.06%
Number of salaries quoted 439 354 527
Devon median annual salary £40,000 £37,500 £36,301
Median salary % change year-on-year +6.67% +3.30% +3.72%
10th Percentile £22,000 £24,325 £23,497
90th Percentile £58,750 £69,100 £52,500
South West median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 19 August 2019.

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 19 August 2019. 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 +15 46 £50,000 +17.65% 3
Machine Learning
South West

For the 6 months to 19 August 2019, IT jobs citing Machine Learning also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Devon region with a requirement for Machine Learning.

1 46 (97.87%) Artificial Intelligence
2 44 (93.62%) Marketing
2 44 (93.62%) Thought Leadership
3 33 (70.21%) Case Management
4 31 (65.96%) Test Automation
5 30 (63.83%) Finance
5 30 (63.83%) Degree
6 20 (42.55%) Agile Software Development
7 17 (36.17%) .NET
7 17 (36.17%) Project Management
8 15 (31.91%) Mentoring
9 14 (29.79%) Coaching
9 14 (29.79%) Continuous Improvement
10 13 (27.66%) Node.js
11 11 (23.40%) C#
11 11 (23.40%) GIS
12 10 (21.28%) Software Engineering
12 10 (21.28%) QA
12 10 (21.28%) Problem-Solving
13 9 (19.15%) npm
13 9 (19.15%) Storage Management
13 9 (19.15%) Unit Testing
13 9 (19.15%) Integration Testing
13 9 (19.15%) RESTful
13 9 (19.15%) Continuous Integration
13 9 (19.15%) .NET Framework
13 9 (19.15%) AngularJS
13 9 (19.15%) React
13 9 (19.15%) TypeScript
13 9 (19.15%) JSON Schema

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 5 (10.64%) ArcGIS
1 5 (10.64%) ArcSDE
1 5 (10.64%) GeoServer
1 5 (10.64%) Oracle Spatial
2 3 (6.38%) Apache
2 3 (6.38%) IIS
2 3 (6.38%) Tomcat
Cloud Services
1 9 (19.15%) npm
2 8 (17.02%) Microsoft Azure
3 5 (10.64%) Amazon AWS
3 5 (10.64%) Google Cloud Platform
4 2 (4.26%) IaaS
4 2 (4.26%) SaaS
5 1 (2.13%) Serverless
Communications & Networking
1 4 (8.51%) HTTPS
2 2 (4.26%) DNS
2 2 (4.26%) Firewall
3 1 (2.13%) DHCP
3 1 (2.13%) Internet
3 1 (2.13%) LAN
3 1 (2.13%) WAN
Database & Business Intelligence
1 11 (23.40%) GIS
2 6 (12.77%) SQL Server
3 5 (10.64%) Geospatial Data
3 5 (10.64%) PostgreSQL
3 5 (10.64%) Spatial Data
4 4 (8.51%) Relational Database
Development Applications
1 9 (19.15%) git-flow
2 4 (8.51%) Vagrant
3 3 (6.38%) Octopus Deploy
4 2 (4.26%) Bitbucket
5 1 (2.13%) Atlassian Bamboo
General
1 44 (93.62%) Marketing
2 30 (63.83%) Finance
3 1 (2.13%) Legal
Job Titles
1 31 (65.96%) Developer
2 10 (21.28%) Junior
2 10 (21.28%) Junior Developer
3 9 (19.15%) Analyst
3 9 (19.15%) Lead Developer
3 9 (19.15%) Team Leader
4 7 (14.89%) .NET Developer
5 5 (10.64%) Data Analyst
5 5 (10.64%) GIS Analyst
5 5 (10.64%) GIS Data Analyst
6 4 (8.51%) Business Analyst
7 3 (6.38%) 3rd Line Engineer
8 2 (4.26%) 3rd Line Infrastructure Engineer
8 2 (4.26%) Infrastructure Engineer
8 2 (4.26%) Product Owner
8 2 (4.26%) Technical Product Owner
9 1 (2.13%) Developer in Test
9 1 (2.13%) Senior DevOps Engineer
9 1 (2.13%) Senior Software Engineer
9 1 (2.13%) Software Engineer
Libraries, Frameworks & Software Standards
1 17 (36.17%) .NET
2 13 (27.66%) Node.js
3 9 (19.15%) .NET Framework
3 9 (19.15%) AngularJS
3 9 (19.15%) CSS
3 9 (19.15%) HTML
3 9 (19.15%) JSON
3 9 (19.15%) JSON Schema
3 9 (19.15%) React
3 9 (19.15%) RESTful
3 9 (19.15%) Swagger
4 5 (10.64%) Web Services
5 4 (8.51%) Apache Flex
5 4 (8.51%) REST
5 4 (8.51%) XML
6 1 (2.13%) Caffe
6 1 (2.13%) LDAP
6 1 (2.13%) TensorFlow
Miscellaneous
1 6 (12.77%) Enterprise Software
2 4 (8.51%) User Experience
3 3 (6.38%) Public Cloud
4 2 (4.26%) Management Information System
5 1 (2.13%) Algorithms
Operating Systems
1 5 (10.64%) Linux
2 4 (8.51%) Windows
3 1 (2.13%) Windows Server
Processes & Methodologies
1 46 (97.87%) Artificial Intelligence
2 44 (93.62%) Thought Leadership
3 33 (70.21%) Case Management
4 31 (65.96%) Test Automation
5 20 (42.55%) Agile Software Development
6 17 (36.17%) Project Management
7 15 (31.91%) Mentoring
8 14 (29.79%) Coaching
8 14 (29.79%) Continuous Improvement
9 10 (21.28%) Problem-Solving
9 10 (21.28%) Software Engineering
10 9 (19.15%) API Design
10 9 (19.15%) Continuous Integration
10 9 (19.15%) Integration Testing
10 9 (19.15%) Storage Management
10 9 (19.15%) Unit Testing
11 6 (12.77%) Scrum
12 5 (10.64%) Computer Science
12 5 (10.64%) Open Source
12 5 (10.64%) Visualisation
Programming Languages
1 11 (23.40%) C#
2 9 (19.15%) ES6
2 9 (19.15%) TypeScript
3 8 (17.02%) Java
4 2 (4.26%) Python
5 1 (2.13%) Bash Shell
5 1 (2.13%) C
5 1 (2.13%) C++
5 1 (2.13%) JavaScript
5 1 (2.13%) Perl
5 1 (2.13%) PowerShell
5 1 (2.13%) Ruby
5 1 (2.13%) SQL
Qualifications
1 30 (63.83%) Degree
2 1 (2.13%) PhD
Quality Assurance & Compliance
1 10 (21.28%) QA
2 2 (4.26%) SLA
System Software
1 4 (8.51%) Docker
2 1 (2.13%) Active Directory
2 1 (2.13%) VMware Infrastructure
Systems Management
1 2 (4.26%) Ansible
Vendors
1 6 (12.77%) Oracle
2 5 (10.64%) ESRI
2 5 (10.64%) Google
2 5 (10.64%) Microsoft
3 1 (2.13%) VMware