Period
to 12 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Dorset 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
South West > Dorset
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 93 92 80
Rank change year-on-year -1 -12 +36
Permanent jobs citing Machine Learning 16 14 20
As % of all permanent IT jobs advertised in Dorset 1.38% 1.17% 1.94%
As % of the Processes & Methodologies category 1.54% 1.34% 2.23%
Number of salaries quoted 6 9 8
Dorset median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -11.11%
10th Percentile £38,125 £38,750 £31,250
90th Percentile £60,000 £57,500 £83,625
South West median annual salary £52,500 £52,500 £52,500

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 Dorset with a requirement for process or methodology skills.

All Process and Methodology Skills
Dorset
Permanent vacancies with a requirement for process or methodology skills 1,041 1,047 898
As % of all permanent IT jobs advertised in Dorset 89.97% 87.40% 87.10%
Number of salaries quoted 888 893 793
Dorset median annual salary £40,000 £38,000 £37,500
Median salary % change year-on-year +5.26% +1.33% -
10th Percentile £26,925 £26,250 £25,000
90th Percentile £65,000 £55,000 £61,250
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Machine Learning
Job Vacancy Trend in Dorset

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

Job vacancy trend for Machine Learning in Dorset

Machine Learning
Salary Trend in Dorset

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Dorset.

Salary trend for Machine Learning in Dorset

Machine Learning
Salary Histogram in Dorset

The salary distribution of IT jobs citing Machine Learning in Dorset over the 6 months to 12 December 2018.

Salary histogram for Machine Learning in Dorset

Machine Learning
Job Locations in Dorset

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Dorset region over the 6 months to 12 December 2018. 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
Bournemouth -1 12 £60,000 +14.29% 5
Poole - 4 £42,500 -
Machine Learning
South West

For the 6 months to 12 December 2018, 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 Dorset region with a requirement for Machine Learning.

1 10 (62.50%) B2B
1 10 (62.50%) Personalization
2 7 (43.75%) HTML
2 7 (43.75%) JavaScript
2 7 (43.75%) SQL
2 7 (43.75%) .NET
2 7 (43.75%) CSS
2 7 (43.75%) CMS
3 5 (31.25%) Degree
4 4 (25.00%) C#
4 4 (25.00%) QA
4 4 (25.00%) jQuery
4 4 (25.00%) Test Strategy
4 4 (25.00%) Big Data
4 4 (25.00%) Defect Tracking
4 4 (25.00%) MVC
4 4 (25.00%) Content Management
4 4 (25.00%) Artificial Intelligence
4 4 (25.00%) SQL Server
4 4 (25.00%) Microsoft
5 3 (18.75%) PRINCE2 Certification
5 3 (18.75%) PMP
5 3 (18.75%) PMI Certification
5 3 (18.75%) PRINCE
5 3 (18.75%) Project Management
5 3 (18.75%) XML
5 3 (18.75%) PRINCE2
5 3 (18.75%) Software Engineering
5 3 (18.75%) Risk Management
5 3 (18.75%) Microsoft Office

Machine Learning
Co-occurring IT Skills in Dorset 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 7 (43.75%) CMS
2 2 (12.50%) SAS
3 1 (6.25%) IIS
Applications
1 3 (18.75%) Microsoft Office
Cloud Services
1 3 (18.75%) Azure Machine Learning
1 3 (18.75%) Microsoft Azure
Database & Business Intelligence
1 4 (25.00%) Big Data
1 4 (25.00%) SQL Server
2 2 (12.50%) Data Mining
Development Applications
1 3 (18.75%) Visual Studio
2 1 (6.25%) Team Foundation Server
General
1 2 (12.50%) Marketing
Job Titles
1 7 (43.75%) Developer
2 4 (25.00%) .NET Developer
2 4 (25.00%) Full Stack Developer
2 4 (25.00%) QA Engineer
3 3 (18.75%) Azure Developer
3 3 (18.75%) C# Developer
3 3 (18.75%) Machine Learning Developer
3 3 (18.75%) Project Manager
3 3 (18.75%) Technical Manager
3 3 (18.75%) Technical Project Manager
4 2 (12.50%) Analytics Manager
5 1 (6.25%) Data Analytics Manager
5 1 (6.25%) Data Analytics Specialist
5 1 (6.25%) Data Manager
5 1 (6.25%) Senior .NET Developer
5 1 (6.25%) Senior Developer
Libraries, Frameworks & Software Standards
1 7 (43.75%) .NET
1 7 (43.75%) CSS
1 7 (43.75%) HTML
2 4 (25.00%) jQuery
3 3 (18.75%) .NET Core
3 3 (18.75%) Ajax
3 3 (18.75%) ASP.NET
3 3 (18.75%) ASP.NET Web API
3 3 (18.75%) JSON
3 3 (18.75%) XML
4 1 (6.25%) .NET Framework
4 1 (6.25%) Entity Framework
4 1 (6.25%) LINQ
Miscellaneous
1 3 (18.75%) Enterprise Software
1 3 (18.75%) Video Conferencing
2 2 (12.50%) Social Media
Processes & Methodologies
1 10 (62.50%) B2B
1 10 (62.50%) Personalization
2 4 (25.00%) Artificial Intelligence
2 4 (25.00%) Content Management
2 4 (25.00%) Defect Tracking
2 4 (25.00%) MVC
2 4 (25.00%) Test Strategy
3 3 (18.75%) PRINCE
3 3 (18.75%) PRINCE2
3 3 (18.75%) Project Management
3 3 (18.75%) Risk Management
3 3 (18.75%) Software Engineering
4 2 (12.50%) Analytics
4 2 (12.50%) E-Commerce
4 2 (12.50%) Economics
4 2 (12.50%) Marketing Analytics
4 2 (12.50%) Mathematics
4 2 (12.50%) Social Media Analytics
4 2 (12.50%) Statistical Modelling
4 2 (12.50%) Statistics
Programming Languages
1 7 (43.75%) JavaScript
1 7 (43.75%) SQL
2 4 (25.00%) C#
3 2 (12.50%) Python
3 2 (12.50%) R
Qualifications
1 5 (31.25%) Degree
2 3 (18.75%) PMI Certification
2 3 (18.75%) PMP
2 3 (18.75%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (25.00%) QA
Vendors
1 4 (25.00%) Microsoft