Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Liverpool 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
Merseyside > Liverpool
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 51 68 63
Rank change year-on-year +17 -5 -20
Permanent jobs citing Entity Framework 10 5 35
As % of all permanent IT jobs advertised in Liverpool 1.75% 0.67% 3.29%
As % of the Libraries, Frameworks & Software Standards category 5.62% 1.89% 8.88%
Number of salaries quoted 10 4 34
Liverpool median annual salary £50,000 £39,000 £40,000
Median salary % change year-on-year +28.21% -2.50% -
10th Percentile £37,500 £25,600 £18,500
90th Percentile £53,125 £41,750 £45,000
Merseyside median annual salary £48,000 £38,000 £40,000
% change year-on-year +26.32% -5.00% -

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 Liverpool with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Liverpool
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 178 265 394
As % of all permanent IT jobs advertised in Liverpool 31.06% 35.76% 37.03%
Number of salaries quoted 154 208 275
Liverpool median annual salary £40,000 £42,500 £37,500
Median salary % change year-on-year -5.88% +13.33% -6.25%
10th Percentile £27,500 £31,250 £26,250
90th Percentile £58,025 £65,300 £55,000
Merseyside median annual salary £40,000 £41,000 £37,500
% change year-on-year -2.44% +9.33% -6.25%

Entity Framework
Job Vacancy Trend in Liverpool

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

Job vacancy trend for Entity Framework in Liverpool

Entity Framework
Salary Trend in Liverpool

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

Salary trend for Entity Framework in Liverpool

Entity Framework
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Entity Framework in Liverpool over the 6 months to 14 December 2018.

Salary histogram for Entity Framework in Liverpool

For the 6 months to 14 December 2018, IT jobs citing Entity Framework 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 Liverpool region with a requirement for Entity Framework.

1 10 (100.00%) C#
1 10 (100.00%) .NET
2 9 (90.00%) SQL Server
2 9 (90.00%) JavaScript
2 9 (90.00%) .NET Framework
3 7 (70.00%) Microsoft Azure
3 7 (70.00%) MVC
3 7 (70.00%) ASP.NET
4 6 (60.00%) Microsoft
4 6 (60.00%) Agile Software Development
4 6 (60.00%) jQuery
4 6 (60.00%) .NET Core
5 5 (50.00%) Finance
6 4 (40.00%) SQL
6 4 (40.00%) RESTful
6 4 (40.00%) ASP.NET MVC
6 4 (40.00%) ASP.NET Web API
7 3 (30.00%) SoapUI
7 3 (30.00%) Degree
7 3 (30.00%) HTML
7 3 (30.00%) Visual Studio
7 3 (30.00%) OOP
7 3 (30.00%) CSS
7 3 (30.00%) SOAP
8 2 (20.00%) Windows
8 2 (20.00%) TDD
8 2 (20.00%) MySQL
8 2 (20.00%) JIRA
8 2 (20.00%) ReSharper
8 2 (20.00%) Mathematics

Entity Framework
Co-occurring IT Skills in Liverpool 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 7 (70.00%) Microsoft Azure
2 2 (20.00%) Amazon AWS
2 2 (20.00%) Amazon EC2
2 2 (20.00%) Amazon S3
2 2 (20.00%) Amazon SQS
2 2 (20.00%) AWS Lambda
2 2 (20.00%) Serverless
3 1 (10.00%) npm
3 1 (10.00%) NuGet
Database & Business Intelligence
1 9 (90.00%) SQL Server
2 2 (20.00%) Amazon Aurora
2 2 (20.00%) Amazon RDS
2 2 (20.00%) MySQL
3 1 (10.00%) Blockchain
3 1 (10.00%) SQL Server 2008
3 1 (10.00%) SQL Server 2016
Development Applications
1 3 (30.00%) SoapUI
1 3 (30.00%) Visual Studio
2 2 (20.00%) Bitbucket
2 2 (20.00%) JIRA
2 2 (20.00%) Mercurial
2 2 (20.00%) ReSharper
3 1 (10.00%) Git (software)
3 1 (10.00%) gulp
3 1 (10.00%) Jasmine
3 1 (10.00%) jspm
3 1 (10.00%) Octopus Deploy
3 1 (10.00%) Team Foundation Server
3 1 (10.00%) TeamCity
3 1 (10.00%) Visual Studio Code
General
1 5 (50.00%) Finance
Job Titles
1 9 (90.00%) Developer
2 7 (70.00%) C# Developer
2 7 (70.00%) Senior Developer
3 5 (50.00%) .NET Developer
3 5 (50.00%) C# .NET Developer
3 5 (50.00%) Senior C# Developer
4 4 (40.00%) Senior Software Developer
4 4 (40.00%) Software Developer
5 3 (30.00%) Senior .NET Developer
5 3 (30.00%) Senior C# .NET Developer
6 2 (20.00%) ASP.NET Developer
6 2 (20.00%) C# ASP.NET Developer
6 2 (20.00%) C# Software Developer
6 2 (20.00%) Senior ASP.NET Developer
6 2 (20.00%) Senior C# ASP.NET Developer
6 2 (20.00%) Senior C# Software Developer
7 1 (10.00%) ASP.NET MVC Developer
7 1 (10.00%) C# Software Engineer
7 1 (10.00%) Senior Software Engineer
7 1 (10.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (100.00%) .NET
2 9 (90.00%) .NET Framework
3 7 (70.00%) ASP.NET
4 6 (60.00%) .NET Core
4 6 (60.00%) jQuery
5 4 (40.00%) ASP.NET MVC
5 4 (40.00%) ASP.NET Web API
5 4 (40.00%) RESTful
6 3 (30.00%) CSS
6 3 (30.00%) HTML
6 3 (30.00%) SOAP
7 2 (20.00%) KnockoutJS
7 2 (20.00%) Lambda Expressions
7 2 (20.00%) LINQ
7 2 (20.00%) YAML
8 1 (10.00%) Aurelia
8 1 (10.00%) Express
8 1 (10.00%) HTML5
8 1 (10.00%) RabbitMQ
8 1 (10.00%) Web Services
Operating Systems
1 2 (20.00%) Windows
1 2 (20.00%) Windows 10
Processes & Methodologies
1 7 (70.00%) MVC
2 6 (60.00%) Agile Software Development
3 3 (30.00%) OOP
4 2 (20.00%) Auto-Scaling
4 2 (20.00%) Collaborative Working
4 2 (20.00%) Mathematics
4 2 (20.00%) Multithreading
4 2 (20.00%) Software Engineering
4 2 (20.00%) TDD
5 1 (10.00%) Continuous Integration
5 1 (10.00%) Decision-Making
5 1 (10.00%) DevOps
5 1 (10.00%) Document Management
5 1 (10.00%) Enterprise Architecture
5 1 (10.00%) Pair Programming
5 1 (10.00%) Waterfall
Programming Languages
1 10 (100.00%) C#
2 9 (90.00%) JavaScript
3 4 (40.00%) SQL
4 1 (10.00%) PowerShell
4 1 (10.00%) TypeScript
Qualifications
1 3 (30.00%) Degree
2 2 (20.00%) Numerate Degree
System Software
1 1 (10.00%) Docker
Systems Management
1 1 (10.00%) Kubernetes
1 1 (10.00%) Systems Management Server (SMS)
Vendors
1 6 (60.00%) Microsoft
2 1 (10.00%) Xamarin