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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Microsoft ADO.NET Entity Framework
Rank 82 94 61
Rank change year-on-year
+12 -33
Permanent jobs citing Entity Framework 8 11 47
As % of all permanent IT jobs located in Edinburgh 0.72% 0.77% 3.20%
As % of the Libraries, Frameworks & Software Standards category 1.90% 2.45% 8.39%
Number of salaries quoted 7 9 35
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £37,500 £29,100 £30,000
10% offered a salary of more than £47,500 £53,000 £50,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
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
420 449 560
As % of all permanent IT jobs located in Edinburgh 37.91% 31.55% 38.12%
Number of salaries quoted 282 310 450
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £31,250 £31,000 £28,500
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Entity Framework across the Edinburgh region over the 3 months to 9 December 2016.

Entity Framework Salary Histogram in Edinburgh

Entity Framework
Top 30 Related IT Skills in Edinburgh

For the 6 months to 9 December 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 20 (100.00%) C#
1 20 (100.00%) .NET
1 20 (100.00%) .NET Framework
2 19 (95.00%) MVC
3 18 (90.00%) JavaScript
3 18 (90.00%) ASP.NET
4 17 (85.00%) SQL Server
5 15 (75.00%) HTML
5 15 (75.00%) CSS
5 15 (75.00%) TDD
5 15 (75.00%) ASP.NET MVC
5 15 (75.00%) AngularJS
6 11 (55.00%) Agile Software Development
7 10 (50.00%) Scrum
7 10 (50.00%) Microsoft
8 9 (45.00%) Web Development
8 9 (45.00%) BDD
9 8 (40.00%) Git (software)
10 7 (35.00%) MS Excel
11 6 (30.00%) IIS
11 6 (30.00%) Microsoft Certification
11 6 (30.00%) Twitter Bootstrap
11 6 (30.00%) Enterprise Software
11 6 (30.00%) ASP.NET Web API
12 5 (25.00%) Continuous Integration
13 4 (20.00%) RESTful
13 4 (20.00%) Microsoft Azure
13 4 (20.00%) OO
13 4 (20.00%) Java
13 4 (20.00%) Secure Coding

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 6 (30.00%) IIS
2 2 (10.00%) CMS
2 2 (10.00%) Umbraco
3 1 (5.00%) Elasticsearch
3 1 (5.00%) NServiceBus
Applications
1 7 (35.00%) MS Excel
Cloud Services
1 4 (20.00%) Microsoft Azure
2 2 (10.00%) SaaS
Communications & Networking
1 1 (5.00%) HTTP
Database & Business Intelligence
1 17 (85.00%) SQL Server
2 3 (15.00%) NoSQL
2 3 (15.00%) SQL Server 2014
3 2 (10.00%) MySQL
Development Applications
1 8 (40.00%) Git (software)
2 2 (10.00%) git-flow
3 1 (5.00%) Grunt
3 1 (5.00%) gulp
3 1 (5.00%) Subversion
3 1 (5.00%) Visual Studio
General
1 3 (15.00%) Games
2 2 (10.00%) Finance
3 1 (5.00%) Advertising
Job Titles
1 16 (80.00%) Developer
2 9 (45.00%) .NET Developer
3 4 (20.00%) C# Developer
4 3 (15.00%) .NET Web Developer
4 3 (15.00%) Senior .NET Developer
4 3 (15.00%) Senior .NET Web Developer
4 3 (15.00%) Senior Developer
4 3 (15.00%) Senior Web Developer
4 3 (15.00%) Software Developer
4 3 (15.00%) Web Developer
5 2 (10.00%) .NET Software Developer
5 2 (10.00%) Graduate
5 2 (10.00%) Graduate Developer
5 2 (10.00%) Senior Software Engineer
5 2 (10.00%) Software Engineer
6 1 (5.00%) ASP.NET MVC Developer
6 1 (5.00%) Full Stack Developer
6 1 (5.00%) Lead .NET Developer
6 1 (5.00%) Lead Developer
6 1 (5.00%) Technical Developer
Libraries, Frameworks & Software Standards
1 20 (100.00%) .NET
1 20 (100.00%) .NET Framework
2 18 (90.00%) ASP.NET
3 15 (75.00%) AngularJS
3 15 (75.00%) ASP.NET MVC
3 15 (75.00%) CSS
3 15 (75.00%) HTML
4 6 (30.00%) ASP.NET Web API
4 6 (30.00%) Twitter Bootstrap
5 4 (20.00%) HTML5
5 4 (20.00%) Node.js
5 4 (20.00%) RESTful
6 3 (15.00%) ASP.NET MVC 5
6 3 (15.00%) Code First Entity Framework
6 3 (15.00%) jQuery
6 3 (15.00%) KnockoutJS
6 3 (15.00%) WCF
7 2 (10.00%) Android SDK
7 2 (10.00%) CSS3
7 2 (10.00%) NHibernate
Miscellaneous
1 6 (30.00%) Enterprise Software
2 1 (5.00%) Analytical Skills
2 1 (5.00%) Inversion of Control
2 1 (5.00%) N-Tier
2 1 (5.00%) User Experience
Operating Systems
1 2 (10.00%) Android
Processes & Methodologies
1 19 (95.00%) MVC
2 15 (75.00%) TDD
3 11 (55.00%) Agile Software Development
4 10 (50.00%) Scrum
5 9 (45.00%) BDD
5 9 (45.00%) Web Development
6 5 (25.00%) Continuous Integration
7 4 (20.00%) OO
7 4 (20.00%) Secure Coding
8 3 (15.00%) SDLC
8 3 (15.00%) Web Application Development
8 3 (15.00%) Workflow
9 2 (10.00%) Content Management
9 2 (10.00%) Continuous Improvement
9 2 (10.00%) High Availability
9 2 (10.00%) Line Management
9 2 (10.00%) OOP
9 2 (10.00%) Responsive Web Design
9 2 (10.00%) Software Engineering
9 2 (10.00%) Stakeholder Management
Programming Languages
1 20 (100.00%) C#
2 18 (90.00%) JavaScript
3 4 (20.00%) Java
4 3 (15.00%) Ruby
5 2 (10.00%) SQL
6 1 (5.00%) T-SQL
Qualifications
1 6 (30.00%) Microsoft Certification
Vendors
1 10 (50.00%) Microsoft
2 3 (15.00%) Oracle
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