Period
to 22 October 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Azure Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Azure Machine Learning over the 6 months to 22 October 2017 with a comparison to the same period in the previous 2 years.

Microsoft Azure Machine Learning (Azure ML)
England > North West
6 months to
22 Oct 2017
Same period 2016 Same period 2015
Rank 366 363 -
Rank change year-on-year -3 - -
Permanent jobs citing Azure Machine Learning 2 1 0
As % of all permanent IT jobs advertised in the North West 0.016% 0.008% -
As % of the Cloud Services category 0.091% 0.078% -
Number of salaries quoted 2 1 0
North West median annual salary £31,500 £52,500 -
Median salary % change year-on-year -40.00% - -
England median annual salary £55,000 £72,500 -
% change year-on-year -24.14% - -

Azure Machine Learning is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for cloud computing skills.

All Cloud Skills
North West
Permanent vacancies with a requirement for cloud computing skills 2203 1285 1044
As % of all permanent IT jobs advertised in the North West 17.26% 10.59% 7.97%
Number of salaries quoted 1853 1087 887
North West median annual salary £41,000 £40,000 £40,000
Median salary % change year-on-year +2.50% - -
10th Percentile £23,750 £22,500 £25,000
90th Percentile £67,500 £65,000 £60,000
England median annual salary £52,500 £51,000 £47,500
% change year-on-year +2.94% +7.37% -

Azure Machine Learning
Job Vacancy Trend in the North West

Job postings citing Azure Machine Learning as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Azure Machine Learning in the North West

Azure Machine Learning
Salary Trend in the North West

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

Salary trend for Azure Machine Learning in the North West

Azure Machine Learning
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Azure Machine Learning within the North West region over the 6 months to 22 October 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
Manchester -15 1 £35,000 -33.33%
Lancashire - 1 £28,000 -
Azure Machine Learning
England

For the 6 months to 22 October 2017, IT jobs citing Azure 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 North West region with a requirement for Azure Machine Learning.

1 2 (100.00%) Machine Learning
1 2 (100.00%) SQL Server
1 2 (100.00%) Microsoft Azure
2 1 (50.00%) ASP.NET MVC
2 1 (50.00%) Entity Framework
2 1 (50.00%) LINQ to SQL
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) ASP.NET
2 1 (50.00%) CSS
2 1 (50.00%) ETL
2 1 (50.00%) Business Intelligence
2 1 (50.00%) C#
2 1 (50.00%) HTML
2 1 (50.00%) JavaScript
2 1 (50.00%) SQL
2 1 (50.00%) T-SQL
2 1 (50.00%) .NET
2 1 (50.00%) Sass
2 1 (50.00%) LESS
2 1 (50.00%) AngularJS
2 1 (50.00%) Xamarin
2 1 (50.00%) Data Transformation
2 1 (50.00%) TypeScript
2 1 (50.00%) ZAP BI
2 1 (50.00%) ASP.NET Web API
2 1 (50.00%) DevOps
2 1 (50.00%) Power BI
2 1 (50.00%) SOLID
2 1 (50.00%) Dynamics 365
2 1 (50.00%) MVC

Azure Machine Learning
Co-occurring IT Skills in the North West 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 1 (50.00%) EPiServer
Business Applications
1 1 (50.00%) Dynamics AX
Cloud Services
1 2 (100.00%) Microsoft Azure
2 1 (50.00%) Dynamics 365
Database & Business Intelligence
1 2 (100.00%) SQL Server
2 1 (50.00%) Hadoop
2 1 (50.00%) Power BI
2 1 (50.00%) SQL Server Analysis Services
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) SQL Server Reporting Services
2 1 (50.00%) ZAP BI
Development Applications
1 1 (50.00%) Git (software)
1 1 (50.00%) Mercurial
1 1 (50.00%) Subversion
General
1 1 (50.00%) Manufacturing
Job Titles
1 2 (100.00%) Developer
2 1 (50.00%) Agile C# Developer
2 1 (50.00%) Agile Developer
2 1 (50.00%) Analyst
2 1 (50.00%) Analyst Developer
2 1 (50.00%) C# Developer
2 1 (50.00%) C# Software Developer
2 1 (50.00%) Database Analyst
2 1 (50.00%) Database Developer
2 1 (50.00%) DBA
2 1 (50.00%) Machine Learning Developer
2 1 (50.00%) Software Developer
2 1 (50.00%) SQL Analyst
2 1 (50.00%) SQL Database Developer
2 1 (50.00%) SQL DBA
2 1 (50.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) .NET
1 1 (50.00%) .NET Framework
1 1 (50.00%) AngularJS
1 1 (50.00%) ASP.NET
1 1 (50.00%) ASP.NET MVC
1 1 (50.00%) ASP.NET Web API
1 1 (50.00%) CSS
1 1 (50.00%) Entity Framework
1 1 (50.00%) HTML
1 1 (50.00%) LESS
1 1 (50.00%) LINQ to SQL
1 1 (50.00%) NHibernate
1 1 (50.00%) Sass
Processes & Methodologies
1 2 (100.00%) Machine Learning
2 1 (50.00%) Agile Software Development
2 1 (50.00%) Artificial Intelligence
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) Continuous Integration
2 1 (50.00%) Data Transformation
2 1 (50.00%) DevOps
2 1 (50.00%) ETL
2 1 (50.00%) MVC
2 1 (50.00%) Release Management
2 1 (50.00%) Scrum
2 1 (50.00%) SOLID
2 1 (50.00%) TDD
Programming Languages
1 1 (50.00%) C#
1 1 (50.00%) JavaScript
1 1 (50.00%) SQL
1 1 (50.00%) T-SQL
1 1 (50.00%) TypeScript
Quality Assurance & Compliance
1 1 (50.00%) QA
Vendors
1 1 (50.00%) Xamarin