Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Merseyside with a requirement for Entity Framework skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Entity Framework over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
North West > Merseyside
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 72 58 56
Rank change year-on-year -14 -2 +17
Permanent jobs citing Entity Framework 12 47 30
As % of all permanent IT jobs advertised in Merseyside 1.20% 3.66% 3.21%
As % of the Libraries, Frameworks & Software Standards category 2.99% 9.75% 8.40%
Number of salaries quoted 10 45 30
Merseyside median annual salary £37,500 £40,000 £40,000
Median salary % change year-on-year -6.25% - -8.57%
10th Percentile £28,150 £30,000 £29,300
90th Percentile £43,750 £45,000 £45,000
North West median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +10.39%

Entity Framework is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Merseyside with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Merseyside
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 401 482 357
As % of all permanent IT jobs advertised in Merseyside 40.26% 37.51% 38.22%
Number of salaries quoted 306 349 257
Merseyside median annual salary £41,750 £37,500 £38,000
Median salary % change year-on-year +11.33% -1.32% +1.33%
10th Percentile £28,000 £26,250 £24,800
90th Percentile £63,750 £54,000 £52,500
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Entity Framework
Job Vacancy Trend in Merseyside

Job postings citing Entity Framework as a percentage of all IT jobs advertised in Merseyside.

Job vacancy trend for Entity Framework in Merseyside

Entity Framework
Salary Trend in Merseyside

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Entity Framework in Merseyside.

Salary trend for Entity Framework in Merseyside

Entity Framework
Salary Histogram in Merseyside

The salary distribution of IT jobs citing Entity Framework in Merseyside over the 6 months to 20 November 2017.

Salary histogram for Entity Framework in Merseyside

Entity Framework
Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the Merseyside region over the 6 months to 20 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
Liverpool -1 10 £37,500 -6.25% 2
Birkenhead +3 1 - -
Entity Framework
North West

For the 6 months to 20 November 2017, IT jobs citing Entity Framework 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 Merseyside region with a requirement for Entity Framework.

1 12 (100.00%) C#
1 12 (100.00%) JavaScript
1 12 (100.00%) .NET
1 12 (100.00%) .NET Framework
2 10 (83.33%) MVC
3 9 (75.00%) ASP.NET
4 8 (66.67%) SQL Server
4 8 (66.67%) ASP.NET MVC
5 7 (58.33%) jQuery
6 6 (50.00%) CSS
7 5 (41.67%) Dependency Injection
8 4 (33.33%) SDLC
8 4 (33.33%) Driving Licence
8 4 (33.33%) AngularJS
8 4 (33.33%) SQL
8 4 (33.33%) HTML
9 2 (16.67%) Scrum
9 2 (16.67%) T-SQL
9 2 (16.67%) Analytical Skills
9 2 (16.67%) LINQ
9 2 (16.67%) HTML5
9 2 (16.67%) Unit Testing
9 2 (16.67%) Continuous Integration
9 2 (16.67%) Team Foundation Server
9 2 (16.67%) Test Automation
9 2 (16.67%) React
10 1 (8.33%) PMO
10 1 (8.33%) Vue (Vue.js)
10 1 (8.33%) TDD
10 1 (8.33%) NUnit

Entity Framework
Co-occurring IT Skills in Merseyside 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 (8.33%) Elasticsearch
Cloud Services
1 1 (8.33%) Amazon AWS
1 1 (8.33%) Amazon EC2
1 1 (8.33%) Amazon S3
Database & Business Intelligence
1 8 (66.67%) SQL Server
2 1 (8.33%) MongoDB
2 1 (8.33%) SQL Server 2005
2 1 (8.33%) SQL Server Reporting Services
Development Applications
1 2 (16.67%) Team Foundation Server
2 1 (8.33%) JIRA
2 1 (8.33%) Moq
2 1 (8.33%) NUnit
2 1 (8.33%) Octopus Deploy
2 1 (8.33%) Selenium
2 1 (8.33%) TeamCity
General
1 1 (8.33%) Aerospace
1 1 (8.33%) Legal
1 1 (8.33%) Manufacturing
1 1 (8.33%) Marketing
Job Titles
1 12 (100.00%) Developer
2 7 (58.33%) .NET Developer
2 7 (58.33%) C# Developer
3 5 (41.67%) C# .NET Developer
4 4 (33.33%) ASP.NET Developer
4 4 (33.33%) C# ASP.NET Developer
5 2 (16.67%) ASP.NET MVC Developer
5 2 (16.67%) Senior .NET Developer
5 2 (16.67%) Senior ASP.NET Developer
5 2 (16.67%) Senior ASP.NET MVC Developer
5 2 (16.67%) Senior C# .NET Developer
5 2 (16.67%) Senior C# ASP.NET Developer
5 2 (16.67%) Senior C# Developer
5 2 (16.67%) Senior Developer
5 2 (16.67%) Software Developer
6 1 (8.33%) Graduate
6 1 (8.33%) Graduate Developer
6 1 (8.33%) Junior
6 1 (8.33%) Junior Developer
Libraries, Frameworks & Software Standards
1 12 (100.00%) .NET
1 12 (100.00%) .NET Framework
2 9 (75.00%) ASP.NET
3 8 (66.67%) ASP.NET MVC
4 7 (58.33%) jQuery
5 6 (50.00%) CSS
6 4 (33.33%) AngularJS
6 4 (33.33%) HTML
7 2 (16.67%) HTML5
7 2 (16.67%) LINQ
7 2 (16.67%) React
8 1 (8.33%) Ajax
8 1 (8.33%) Ionic Framework
8 1 (8.33%) J2EE
8 1 (8.33%) RabbitMQ
8 1 (8.33%) Twitter Bootstrap
8 1 (8.33%) Vue (Vue.js)
8 1 (8.33%) WCF
8 1 (8.33%) WPF
8 1 (8.33%) XML
Miscellaneous
1 4 (33.33%) Driving Licence
2 2 (16.67%) Analytical Skills
3 1 (8.33%) Enterprise Software
3 1 (8.33%) iPad
Processes & Methodologies
1 10 (83.33%) MVC
2 5 (41.67%) Dependency Injection
3 4 (33.33%) SDLC
4 2 (16.67%) Continuous Integration
4 2 (16.67%) Scrum
4 2 (16.67%) Test Automation
4 2 (16.67%) Unit Testing
5 1 (8.33%) Asset Management
5 1 (8.33%) Inversion of Control
5 1 (8.33%) Process Improvement
5 1 (8.33%) Software Engineering
5 1 (8.33%) TDD
5 1 (8.33%) Web Development
Programming Languages
1 12 (100.00%) C#
1 12 (100.00%) JavaScript
2 4 (33.33%) SQL
3 2 (16.67%) T-SQL
4 1 (8.33%) Java
Quality Assurance & Compliance
1 1 (8.33%) PMO
Vendors
1 1 (8.33%) Pegasus