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 6 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
Microsoft ADO.NET Entity Framework
Rank 124 80 151
Rank change year-on-year
-44 +71
Permanent jobs citing Entity Framework 36 81 36
As % of all permanent IT jobs located in Scotland 1.26% 2.59% 0.90%
As % of the Libraries, Frameworks & Software Standards category 3.42% 7.06% 2.37%
Number of salaries quoted 32 41 33
Median salary £45,000 £40,250 £40,000
Median salary % change year-on-year
+11.80% +0.62%
90% offered a salary of more than £37,500 £28,500 £35,000
10% offered a salary of more than £50,000 £48,500 £50,000
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -
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
1052 1147 1520
As % of all permanent IT jobs located in Scotland 36.77% 36.65% 37.91%
Number of salaries quoted 633 720 1074
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £55,000 £50,050 £52,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 6 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 6 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 -40 26 £45,000 +12.50% 5
Edinburgh 0 6 £50,000 +66.66% 1
Fife - 2 £35,000 -
Aberdeen +4 1 £40,000 -
West Lothian -3 1 £50,000 +11.11%
Entity Framework
UK

Entity Framework
Top 30 Related IT Skills in Scotland

For the 6 months to 6 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 68 (95.77%) .NET
2 63 (88.73%) MVC
3 54 (76.06%) C#
4 49 (69.01%) .NET Framework
5 40 (56.34%) Agile Software Development
5 40 (56.34%) ASP.NET
6 39 (54.93%) HTML
7 38 (53.52%) CSS
8 37 (52.11%) SQL Server
9 36 (50.70%) JavaScript
10 33 (46.48%) ASP.NET MVC
11 31 (43.66%) AngularJS
12 29 (40.85%) SQL
13 22 (30.99%) Web Development
14 20 (28.17%) ASP.NET Web API
15 19 (26.76%) Microsoft
16 16 (22.54%) Scrum
17 15 (21.13%) Twitter Bootstrap
17 15 (21.13%) Git (software)
17 15 (21.13%) TDD
17 15 (21.13%) WCF
18 13 (18.31%) jQuery
18 13 (18.31%) Team Foundation Server
18 13 (18.31%) Mentoring
19 12 (16.90%) HTML5
19 12 (16.90%) Degree
19 12 (16.90%) Oracle
20 11 (15.49%) XML
20 11 (15.49%) NHibernate
20 11 (15.49%) CSS3

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 7 (9.86%) IIS
1 7 (9.86%) Umbraco
2 5 (7.04%) SharePoint
3 4 (5.63%) Node.js
4 3 (4.23%) CMS
4 3 (4.23%) Sitecore CMS
5 1 (1.41%) Oracle Workflow
5 1 (1.41%) SharePoint 2013
Applications
1 10 (14.08%) MS Excel
Business Applications
1 2 (2.82%) Dynamics CRM
2 1 (1.41%) Markit EDM
Cloud Services
1 7 (9.86%) Microsoft Azure
2 1 (1.41%) Amazon AWS
2 1 (1.41%) SaaS
Database & Business Intelligence
1 37 (52.11%) SQL Server
2 8 (11.27%) SQL Server Reporting Services
3 6 (8.45%) Crystal Reports
3 6 (8.45%) NoSQL
3 6 (8.45%) Oracle Reports
3 6 (8.45%) SQL Server 2014
4 3 (4.23%) RDBMS
4 3 (4.23%) Relational Database
4 3 (4.23%) SQL Server Integration Services
5 2 (2.82%) MySQL
5 2 (2.82%) Oracle Database
5 2 (2.82%) Oracle Database 10g
5 2 (2.82%) Oracle Database 11g
5 2 (2.82%) Oracle Database 12c
5 2 (2.82%) SQL Server 2008
5 2 (2.82%) TKPROF
6 1 (1.41%) Azure SQL Database
6 1 (1.41%) GIS
6 1 (1.41%) SQL Server 2012
Development Applications
1 15 (21.13%) Git (software)
2 13 (18.31%) Team Foundation Server
3 10 (14.08%) Visual Studio
4 8 (11.27%) Subversion
5 7 (9.86%) NUnit
6 6 (8.45%) Jenkins
6 6 (8.45%) Octopus Deploy
7 4 (5.63%) Toad
8 1 (1.41%) Eclipse
8 1 (1.41%) JIRA
8 1 (1.41%) JUnit
8 1 (1.41%) Maven
8 1 (1.41%) MSTest
8 1 (1.41%) NSubstitute
8 1 (1.41%) VSS/SourceSafe
General
1 7 (9.86%) Finance
2 6 (8.45%) Automotive
3 4 (5.63%) Marketing
4 1 (1.41%) Banking
4 1 (1.41%) Law
Job Titles
1 61 (85.92%) Developer
2 29 (40.85%) .NET Developer
3 19 (26.76%) C# Developer
4 17 (23.94%) Senior Developer
5 16 (22.54%) C# .NET Developer
5 16 (22.54%) Web Developer
6 11 (15.49%) ASP.NET Developer
7 9 (12.68%) Software Developer
8 8 (11.27%) Team Leader
9 7 (9.86%) ASP.NET MVC Developer
9 7 (9.86%) C# ASP.NET Developer
10 6 (8.45%) .NET Software Developer
10 6 (8.45%) C++ Developer
10 6 (8.45%) Development Team Leader
11 5 (7.04%) C# Software Developer
11 5 (7.04%) Senior .NET Developer
12 4 (5.63%) Senior C++ Developer
12 4 (5.63%) SQL Developer
13 3 (4.23%) Lead Developer
13 3 (4.23%) Senior Web Developer
Libraries, Frameworks & Software Standards
1 68 (95.77%) .NET
2 49 (69.01%) .NET Framework
3 40 (56.34%) ASP.NET
4 39 (54.93%) HTML
5 38 (53.52%) CSS
6 33 (46.48%) ASP.NET MVC
7 31 (43.66%) AngularJS
8 20 (28.17%) ASP.NET Web API
9 15 (21.13%) Twitter Bootstrap
9 15 (21.13%) WCF
10 13 (18.31%) jQuery
11 12 (16.90%) HTML5
12 11 (15.49%) CSS3
12 11 (15.49%) NHibernate
12 11 (15.49%) XML
13 7 (9.86%) JSON
13 7 (9.86%) REST
13 7 (9.86%) SignalR
14 6 (8.45%) KnockoutJS
15 5 (7.04%) Sass
Miscellaneous
1 8 (11.27%) Enterprise Software
2 6 (8.45%) Computer Science
2 6 (8.45%) FMCG
3 2 (2.82%) DTV
4 1 (1.41%) iPad
Operating Systems
1 1 (1.41%) Windows
1 1 (1.41%) Windows Server 2012
Processes & Methodologies
1 63 (88.73%) MVC
2 40 (56.34%) Agile Software Development
3 22 (30.99%) Web Development
4 16 (22.54%) Scrum
5 15 (21.13%) TDD
6 13 (18.31%) Mentoring
7 10 (14.08%) Software Engineering
8 9 (12.68%) SDLC
9 7 (9.86%) BDD
10 6 (8.45%) Dependency Injection
10 6 (8.45%) OO
10 6 (8.45%) Unit Testing
11 5 (7.04%) Business Development
11 5 (7.04%) CRM
11 5 (7.04%) Cross-Browser Testing
12 4 (5.63%) Front End Development
12 4 (5.63%) Web Application Development
13 3 (4.23%) Cross-Browser Development
13 3 (4.23%) Defect Tracking
13 3 (4.23%) Resource Management
Programming Languages
1 54 (76.06%) C#
2 36 (50.70%) JavaScript
3 29 (40.85%) SQL
4 9 (12.68%) PL/SQL
5 7 (9.86%) VB.NET
6 6 (8.45%) C++
6 6 (8.45%) Embedded C++
7 4 (5.63%) Ruby
7 4 (5.63%) T-SQL
8 1 (1.41%) Java
8 1 (1.41%) TypeScript
8 1 (1.41%) VBA
8 1 (1.41%) XPath
Qualifications
1 12 (16.90%) Degree
2 7 (9.86%) Microsoft Certification
3 1 (1.41%) PRINCE2 Certification
Quality Assurance & Compliance
1 5 (7.04%) SLA
2 1 (1.41%) ISO 9001
2 1 (1.41%) QA
Vendors
1 19 (26.76%) Microsoft
2 12 (16.90%) Oracle
3 4 (5.63%) Sitecore
4 1 (1.41%) MuleSoft
4 1 (1.41%) Xamarin
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