Period
to 27 January 2020

The following table provides summary statistics for permanent job vacancies advertised in Warrington 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 27 January 2020 with a comparison to the same period in the previous 2 years.

Machine Learning
Cheshire > Warrington
6 months to
27 Jan 2020
Same period 2019 Same period 2018
Rank 46 59 71
Rank change year-on-year +13 +12 -1
Permanent jobs citing Machine Learning 9 8 7
As % of all permanent IT jobs advertised in Warrington 2.22% 1.54% 1.16%
As % of the Processes & Methodologies category 2.47% 1.61% 1.32%
Number of salaries quoted 6 0 7
Warrington median annual salary £35,000 - £22,500
10th Percentile £32,500 - £21,250
90th Percentile £55,750 - £60,000
Cheshire median annual salary £42,500 £57,500 £50,000
% change year-on-year -26.09% +15.00% -

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 Warrington with a requirement for process or methodology skills.

All Process and Methodology Skills
Warrington
Permanent vacancies with a requirement for process or methodology skills 365 498 531
As % of all permanent IT jobs advertised in Warrington 89.90% 95.95% 87.62%
Number of salaries quoted 290 371 423
Warrington median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +13.33%
10th Percentile £23,500 £30,750 £25,500
90th Percentile £60,125 £65,000 £65,000
Cheshire median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - +18.42%

Machine Learning
Job Vacancy Trend in Warrington

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

Job vacancy trend for Machine Learning in Warrington

Machine Learning
Salary Trend in Warrington

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

Salary trend for Machine Learning in Warrington

Machine Learning
Salary Histogram in Warrington

The salary distribution of IT jobs citing Machine Learning in Warrington over the 6 months to 27 January 2020.

Salary histogram for Machine Learning in Warrington

For the 6 months to 27 January 2020, 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 Warrington region with a requirement for Machine Learning.

1 9 (100.00%) C#
1 9 (100.00%) JavaScript
1 9 (100.00%) .NET
1 9 (100.00%) SQL Server
1 9 (100.00%) ASP.NET
1 9 (100.00%) MVC
1 9 (100.00%) AngularJS
1 9 (100.00%) ASP.NET Web API
2 5 (55.56%) Microsoft
2 5 (55.56%) T-SQL
2 5 (55.56%) Scrum
2 5 (55.56%) Agile Software Development
2 5 (55.56%) TDD
2 5 (55.56%) Web Development
2 5 (55.56%) Artificial Intelligence
2 5 (55.56%) Kanban
2 5 (55.56%) Ember.js
2 5 (55.56%) React
2 5 (55.56%) SOLID
2 5 (55.56%) Greenfield Project
3 4 (44.44%) Task Automation
3 4 (44.44%) Azure Machine Learning
3 4 (44.44%) Robotic Process Automation
3 4 (44.44%) .NET Core
3 4 (44.44%) DevOps
3 4 (44.44%) Azure
3 4 (44.44%) ASP.NET MVC
3 4 (44.44%) Software Engineering
3 4 (44.44%) Python
4 3 (33.33%) Unit Testing

Machine Learning
Co-occurring IT Skills in Warrington 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:

Cloud Services
1 4 (44.44%) Azure
1 4 (44.44%) Azure Machine Learning
2 2 (22.22%) GitHub
Database & Business Intelligence
1 9 (100.00%) SQL Server
Development Applications
1 2 (22.22%) Git (software)
1 2 (22.22%) GitLab
2 1 (11.11%) MSTest
2 1 (11.11%) NUnit
Job Titles
1 8 (88.89%) Developer
2 5 (55.56%) C# Developer
3 3 (33.33%) Automation Developer
3 3 (33.33%) Principal Developer
3 3 (33.33%) Principal Software Developer
3 3 (33.33%) Software Developer
4 1 (11.11%) .NET Developer
4 1 (11.11%) C# .NET Developer
4 1 (11.11%) Senior .NET Developer
4 1 (11.11%) Senior C# .NET Developer
4 1 (11.11%) Senior C# Developer
4 1 (11.11%) Senior Developer
4 1 (11.11%) Senior Systems Developer
Libraries, Frameworks & Software Standards
1 9 (100.00%) .NET
1 9 (100.00%) AngularJS
1 9 (100.00%) ASP.NET
1 9 (100.00%) ASP.NET Web API
2 5 (55.56%) Ember.js
2 5 (55.56%) React
3 4 (44.44%) .NET Core
3 4 (44.44%) ASP.NET MVC
4 1 (11.11%) Apache Flex
4 1 (11.11%) CSS
4 1 (11.11%) HTML
4 1 (11.11%) LESS
4 1 (11.11%) Sass
4 1 (11.11%) WCF
4 1 (11.11%) Web Services
Miscellaneous
1 5 (55.56%) Greenfield Project
2 1 (11.11%) Enterprise Software
2 1 (11.11%) N-Tier
Processes & Methodologies
1 9 (100.00%) MVC
2 5 (55.56%) Agile Software Development
2 5 (55.56%) Artificial Intelligence
2 5 (55.56%) Kanban
2 5 (55.56%) Scrum
2 5 (55.56%) SOLID
2 5 (55.56%) TDD
2 5 (55.56%) Web Development
3 4 (44.44%) DevOps
3 4 (44.44%) Robotic Process Automation
3 4 (44.44%) Software Engineering
3 4 (44.44%) Task Automation
4 3 (33.33%) Unit Testing
5 1 (11.11%) Commercial Awareness
5 1 (11.11%) Continuous Delivery
5 1 (11.11%) Continuous Integration
5 1 (11.11%) OO
5 1 (11.11%) Product Management
Programming Languages
1 9 (100.00%) C#
1 9 (100.00%) JavaScript
2 5 (55.56%) T-SQL
3 4 (44.44%) Python
4 1 (11.11%) SQL
4 1 (11.11%) VB.NET
Qualifications
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 1 (11.11%) QA
Vendors
1 5 (55.56%) Microsoft