The table below looks at the statistics for Entity Framework skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Entity Framework over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Microsoft ADO.NET Entity Framework
Rank 118 90 139
Rank change year-on-year
-28 +49
Permanent jobs citing Entity Framework 44 64 43
As % of all permanent IT jobs located in Scotland 1.54% 2.14% 1.11%
As % of the Libraries, Frameworks & Software Standards category 4.24% 6.02% 2.88%
Number of salaries quoted 36 37 34
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £35,000 £28,500 £35,000
10% offered a salary of more than £48,750 £48,950 £50,000
UK excluding London median salary £40,000 £41,000 £39,864
% change year-on-year
-2.43% +2.84%
Entity Framework
UK

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 Scotland region.

Libraries, Frameworks & Software Standards Category
Scotland
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
1038 1064 1491
As % of all permanent IT jobs located in Scotland 36.43% 35.60% 38.61%
Number of salaries quoted 571 676 1050
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £55,000 £50,500 £52,500
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Entity Framework
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland 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 Scotland

Entity Framework
Salary Trend in Scotland

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

Entity Framework Salary Trend in Scotland

Entity Framework
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Entity Framework across the Scotland region over the 3 months to 31 May 2016.

Entity Framework Salary Histogram in Scotland

Entity Framework
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the Scotland region over the 3 months to 31 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -32 31 £45,000 +5.88% 7
Edinburgh +2 6 £45,500 +40.00% 1
Dundee - 4 £45,000 -
Fife - 2 £35,000 -
Aberdeen +4 1 £40,000 +19.40%
Entity Framework
UK

Entity Framework
Top 30 Related IT Skills in Scotland

For the 6 months to 31 May 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 Scotland region with a requirement for Entity Framework.

1 74 (96.10%) .NET
2 67 (87.01%) MVC
3 62 (80.52%) C#
4 55 (71.43%) .NET Framework
5 45 (58.44%) SQL Server
6 44 (57.14%) Agile Software Development
7 43 (55.84%) ASP.NET
8 41 (53.25%) HTML
9 40 (51.95%) CSS
10 38 (49.35%) JavaScript
11 37 (48.05%) ASP.NET MVC
12 32 (41.56%) SQL
12 32 (41.56%) AngularJS
13 24 (31.17%) ASP.NET Web API
14 21 (27.27%) Microsoft
14 21 (27.27%) Git (software)
15 20 (25.97%) Web Development
16 18 (23.38%) TDD
17 16 (20.78%) WCF
18 14 (18.18%) Twitter Bootstrap
19 13 (16.88%) Mentoring
19 13 (16.88%) Enterprise Software
19 13 (16.88%) HTML5
19 13 (16.88%) Scrum
19 13 (16.88%) Software Engineering
20 12 (15.58%) Oracle
20 12 (15.58%) CSS3
21 11 (14.29%) BDD
21 11 (14.29%) MS Excel
21 11 (14.29%) jQuery

Entity Framework
Top Related IT Skills in Scotland 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 8 (10.39%) Node.js
1 8 (10.39%) Umbraco
2 7 (9.09%) IIS
3 5 (6.49%) SharePoint
4 3 (3.90%) CMS
4 3 (3.90%) Sitecore CMS
5 1 (1.30%) SharePoint 2013
Applications
1 11 (14.29%) MS Excel
Business Applications
1 2 (2.60%) Dynamics CRM
Cloud Services
1 8 (10.39%) Microsoft Azure
2 1 (1.30%) Amazon AWS
2 1 (1.30%) SaaS
Database & Business Intelligence
1 45 (58.44%) SQL Server
2 10 (12.99%) NoSQL
2 10 (12.99%) SQL Server 2014
2 10 (12.99%) SQL Server Reporting Services
3 5 (6.49%) RDBMS
3 5 (6.49%) Relational Database
4 4 (5.19%) Crystal Reports
4 4 (5.19%) Oracle Reports
5 3 (3.90%) Oracle Database
5 3 (3.90%) Oracle Database 10g
5 3 (3.90%) Oracle Database 11g
5 3 (3.90%) Oracle Database 12c
5 3 (3.90%) SQL Server Integration Services
5 3 (3.90%) TKPROF
6 2 (2.60%) MySQL
7 1 (1.30%) Azure SQL Database
7 1 (1.30%) Data Mining
7 1 (1.30%) Data Warehouse
7 1 (1.30%) GIS
7 1 (1.30%) SQL Server 2008
Development Applications
1 21 (27.27%) Git (software)
2 9 (11.69%) Team Foundation Server
3 8 (10.39%) Octopus Deploy
3 8 (10.39%) Visual Studio
4 7 (9.09%) Jenkins
5 6 (7.79%) Subversion
6 5 (6.49%) NUnit
6 5 (6.49%) Toad
7 2 (2.60%) JUnit
7 2 (2.60%) Maven
8 1 (1.30%) Eclipse
8 1 (1.30%) JIRA
8 1 (1.30%) MSTest
8 1 (1.30%) NSubstitute
8 1 (1.30%) VSS/SourceSafe
General
1 9 (11.69%) Automotive
2 7 (9.09%) Finance
3 4 (5.19%) Marketing
4 2 (2.60%) Banking
5 1 (1.30%) Law
Job Titles
1 66 (85.71%) Developer
2 36 (46.75%) .NET Developer
3 23 (29.87%) C# Developer
4 20 (25.97%) C# .NET Developer
5 17 (22.08%) ASP.NET Developer
6 15 (19.48%) Web Developer
7 14 (18.18%) Senior Developer
8 11 (14.29%) ASP.NET MVC Developer
8 11 (14.29%) C# ASP.NET Developer
8 11 (14.29%) Software Developer
9 8 (10.39%) .NET Software Developer
10 7 (9.09%) C# Software Developer
10 7 (9.09%) Team Leader
11 6 (7.79%) C++ Developer
11 6 (7.79%) Development Team Leader
11 6 (7.79%) Software Engineer
11 6 (7.79%) SQL Developer
12 5 (6.49%) Full Stack Developer
13 4 (5.19%) Senior .NET Developer
14 3 (3.90%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 74 (96.10%) .NET
2 55 (71.43%) .NET Framework
3 43 (55.84%) ASP.NET
4 41 (53.25%) HTML
5 40 (51.95%) CSS
6 37 (48.05%) ASP.NET MVC
7 32 (41.56%) AngularJS
8 24 (31.17%) ASP.NET Web API
9 16 (20.78%) WCF
10 14 (18.18%) Twitter Bootstrap
11 13 (16.88%) HTML5
12 12 (15.58%) CSS3
13 11 (14.29%) jQuery
14 10 (12.99%) ASP.NET MVC 5
14 10 (12.99%) NHibernate
15 9 (11.69%) JSON
15 9 (11.69%) REST
15 9 (11.69%) RESTful
15 9 (11.69%) SignalR
15 9 (11.69%) XML
Miscellaneous
1 13 (16.88%) Enterprise Software
2 7 (9.09%) Computer Science
2 7 (9.09%) FMCG
3 2 (2.60%) Analytical Skills
3 2 (2.60%) DTV
4 1 (1.30%) iPad
Processes & Methodologies
1 67 (87.01%) MVC
2 44 (57.14%) Agile Software Development
3 20 (25.97%) Web Development
4 18 (23.38%) TDD
5 13 (16.88%) Mentoring
5 13 (16.88%) Scrum
5 13 (16.88%) Software Engineering
6 11 (14.29%) BDD
7 8 (10.39%) CRM
7 8 (10.39%) OO
7 8 (10.39%) SDLC
7 8 (10.39%) Web Application Development
8 5 (6.49%) Business Development
8 5 (6.49%) Cross-Browser Testing
9 4 (5.19%) Dependency Injection
9 4 (5.19%) Front End Development
9 4 (5.19%) OOD
9 4 (5.19%) Performance Tuning
9 4 (5.19%) Unit Testing
10 3 (3.90%) Digital Marketing
Programming Languages
1 62 (80.52%) C#
2 38 (49.35%) JavaScript
3 32 (41.56%) SQL
4 9 (11.69%) VB.NET
5 8 (10.39%) C++
5 8 (10.39%) PL/SQL
5 8 (10.39%) Ruby
6 4 (5.19%) Embedded C++
6 4 (5.19%) T-SQL
7 2 (2.60%) Java
8 1 (1.30%) TypeScript
8 1 (1.30%) VBA
8 1 (1.30%) XPath
Qualifications
1 10 (12.99%) Degree
2 5 (6.49%) Microsoft Certification
3 2 (2.60%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (3.90%) SLA
2 1 (1.30%) ISO 9001
2 1 (1.30%) QA
Vendors
1 21 (27.27%) Microsoft
2 12 (15.58%) Oracle
3 5 (6.49%) Sitecore
4 3 (3.90%) Xamarin
5 1 (1.30%) MuleSoft
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