The table below looks at the statistics for Entity Framework skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Entity Framework over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Microsoft ADO.NET Entity Framework
Rank 89 97 78
Rank change year-on-year
+8 -19
Permanent jobs citing Entity Framework 8 7 31
As % of all permanent IT jobs located in Edinburgh 0.66% 0.48% 2.08%
As % of the Libraries, Frameworks & Software Standards category 2.19% 1.44% 5.27%
Number of salaries quoted 7 7 25
Median salary £45,000 £35,000 £44,000
Median salary % change year-on-year
+28.57% -20.45%
90% offered a salary of more than £42,500 £35,000 £30,000
10% offered a salary of more than £47,200 £49,500 £48,000
UK excluding London median salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%
Entity Framework
Scotland

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the Edinburgh region.

Libraries, Frameworks & Software Standards Category
Edinburgh
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
366 486 588
As % of all permanent IT jobs located in Edinburgh 30.12% 33.45% 39.44%
Number of salaries quoted 248 339 412
Median salary £42,500 £39,500 £40,000
Median salary % change year-on-year
+7.59% -1.25%
90% offered a salary of more than £30,000 £29,000 £30,000
10% offered a salary of more than £52,500 £50,000 £47,500
UK excluding London median salary £40,000 £40,000 £40,000

Entity Framework
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Entity Framework as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Entity Framework Jobs Demand Trend in Edinburgh

Entity Framework
Salary Trend in Edinburgh

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

Entity Framework Salary Trend in Edinburgh

Entity Framework
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 July 2016, 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 Edinburgh region with a requirement for Entity Framework.

1 15 (100.00%) .NET
1 15 (100.00%) MVC
1 15 (100.00%) .NET Framework
2 14 (93.33%) ASP.NET
3 13 (86.67%) C#
3 13 (86.67%) HTML
4 12 (80.00%) CSS
5 11 (73.33%) SQL Server
5 11 (73.33%) JavaScript
5 11 (73.33%) ASP.NET MVC
6 8 (53.33%) Web Development
7 7 (46.67%) AngularJS
7 7 (46.67%) TDD
7 7 (46.67%) Microsoft
8 6 (40.00%) Finance
8 6 (40.00%) Scrum
8 6 (40.00%) Agile Software Development
9 5 (33.33%) Visual Studio
10 4 (26.67%) SQL
10 4 (26.67%) XML
10 4 (26.67%) MS Excel
10 4 (26.67%) Enterprise Software
10 4 (26.67%) Microsoft Azure
11 3 (20.00%) HTML5
11 3 (20.00%) BDD
11 3 (20.00%) Git (software)
11 3 (20.00%) SDLC
11 3 (20.00%) ASP.NET MVC 4
11 3 (20.00%) Secure Coding
11 3 (20.00%) IIS

Entity Framework
Top Related IT Skills in Edinburgh 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 3 (20.00%) IIS
2 1 (6.67%) Elasticsearch
2 1 (6.67%) NServiceBus
Applications
1 4 (26.67%) MS Excel
Cloud Services
1 4 (26.67%) Microsoft Azure
Database & Business Intelligence
1 11 (73.33%) SQL Server
2 1 (6.67%) Azure SQL Database
Development Applications
1 5 (33.33%) Visual Studio
2 3 (20.00%) Git (software)
3 2 (13.33%) Jenkins
3 2 (13.33%) JUnit
3 2 (13.33%) Maven
3 2 (13.33%) Toad
4 1 (6.67%) Eclipse
4 1 (6.67%) git-flow
4 1 (6.67%) NSubstitute
4 1 (6.67%) Team Foundation Server
General
1 6 (40.00%) Finance
Job Titles
1 12 (80.00%) Developer
2 7 (46.67%) .NET Developer
3 5 (33.33%) C# Developer
4 3 (20.00%) .NET Web Developer
4 3 (20.00%) Senior .NET Developer
4 3 (20.00%) Senior .NET Web Developer
4 3 (20.00%) Senior Developer
4 3 (20.00%) Senior Web Developer
4 3 (20.00%) Software Developer
4 3 (20.00%) Team Leader
4 3 (20.00%) Web Developer
5 2 (13.33%) .NET Team Leader
5 2 (13.33%) C# .NET Developer
5 2 (13.33%) Development Team Leader
6 1 (6.67%) .NET Development Manager
6 1 (6.67%) .NET Development Team Leader
6 1 (6.67%) Application Development Manager
6 1 (6.67%) C# Programmer
6 1 (6.67%) Development Team Manager
6 1 (6.67%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 15 (100.00%) .NET
1 15 (100.00%) .NET Framework
2 14 (93.33%) ASP.NET
3 13 (86.67%) HTML
4 12 (80.00%) CSS
5 11 (73.33%) ASP.NET MVC
6 7 (46.67%) AngularJS
7 4 (26.67%) XML
8 3 (20.00%) ASP.NET MVC 4
8 3 (20.00%) HTML5
8 3 (20.00%) WCF
9 2 (13.33%) ASP.NET Web API
9 2 (13.33%) CSS3
9 2 (13.33%) Fluent NHibernate
9 2 (13.33%) NHibernate
9 2 (13.33%) SOAP
9 2 (13.33%) Twitter Bootstrap
9 2 (13.33%) Web Services
10 1 (6.67%) MSMQ
10 1 (6.67%) XSLT
Miscellaneous
1 4 (26.67%) Enterprise Software
2 1 (6.67%) Computer Science
2 1 (6.67%) Inversion of Control
2 1 (6.67%) User Experience
Processes & Methodologies
1 15 (100.00%) MVC
2 8 (53.33%) Web Development
3 7 (46.67%) TDD
4 6 (40.00%) Agile Software Development
4 6 (40.00%) Scrum
5 3 (20.00%) Asset Management
5 3 (20.00%) BDD
5 3 (20.00%) SDLC
5 3 (20.00%) Secure Coding
6 2 (13.33%) Continuous Integration
6 2 (13.33%) Cross-Browser Development
6 2 (13.33%) Line Management
6 2 (13.33%) Stakeholder Management
6 2 (13.33%) UML
7 1 (6.67%) CRM
7 1 (6.67%) OO
7 1 (6.67%) Process Management
7 1 (6.67%) Resource Management
7 1 (6.67%) Software Engineering
7 1 (6.67%) Workflow
Programming Languages
1 13 (86.67%) C#
2 11 (73.33%) JavaScript
3 4 (26.67%) SQL
4 2 (13.33%) Java
4 2 (13.33%) T-SQL
5 1 (6.67%) VB.NET
5 1 (6.67%) VBA
5 1 (6.67%) XPath
Qualifications
1 3 (20.00%) Microsoft Certification
2 2 (13.33%) Degree
Vendors
1 7 (46.67%) Microsoft
2 2 (13.33%) Oracle
3 1 (6.67%) MuleSoft
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