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 average salaries offered in IT jobs that have cited Entity Framework over the 3 months to 13 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
13 Feb 2016
Same period 2015 Same period 2014
Microsoft ADO.NET Entity Framework
Rank 127 91 133
Rank change year-on-year
-36 +42
Permanent jobs citing Entity Framework 36 72 35
As % of all permanent IT jobs located in Scotland 1.22% 2.34% 1.05%
As % of the Libraries, Frameworks & Software Standards category 3.35% 6.16% 2.52%
Number of salaries quoted 27 40 34
Average salary £40,000 £38,000 £38,750
Average salary % change year-on-year
+5.26% -1.93%
90% offered a salary of more than £34,600 £28,500 £34,300
10% offered a salary of more than £60,000 £44,350 £45,000
UK excluding London average salary £44,000 £40,000 £39,375
% change year-on-year
+10.00% +1.58%
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
1076 1169 1387
As % of all permanent IT jobs located in Scotland 36.43% 37.99% 41.46%
Number of salaries quoted 698 804 906
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £30,000 £31,000
10% offered a salary of more than £52,500 £52,150 £55,000
UK excluding London average salary £42,000 £40,000 £38,500
% change year-on-year
+5.00% +3.89%

Entity Framework
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Entity Framework across the Scotland region as a proportion of the total demand within 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 13 February 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 average salaries quoted in IT jobs citing Entity Framework within the Scotland region over the 3 months to 13 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -29 24 £42,500 +11.84% 6
Edinburgh -16 7 £43,750 +25.00% 1
Aberdeen +16 1 - -
West Lothian +1 1 £35,000 -12.50% 1
North Lanarkshire - 1 £34,000 -
Scottish Borders - 1 £35,000 -
Dundee - 1 £35,000 -
Entity Framework
UK

Entity Framework
Top 30 Related IT Skills in Scotland

For the 6 months to 13 February 2016, IT jobs across the Scotland region citing Entity Framework also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Entity Framework.

1 92 (98.92%) .NET
2 79 (84.95%) MVC
3 72 (77.42%) C#
3 72 (77.42%) .NET Framework
4 58 (62.37%) ASP.NET
5 53 (56.99%) JavaScript
5 53 (56.99%) Agile Software Development
6 51 (54.84%) AngularJS
7 50 (53.76%) HTML
8 48 (51.61%) SQL Server
9 47 (50.54%) CSS
10 44 (47.31%) ASP.NET MVC
11 43 (46.24%) SQL
12 38 (40.86%) Scrum
13 36 (38.71%) TDD
14 35 (37.63%) Microsoft
15 31 (33.33%) ASP.NET Web API
16 26 (27.96%) Team Foundation Server
17 25 (26.88%) XML
17 25 (26.88%) OO
18 21 (22.58%) NHibernate
19 19 (20.43%) Microsoft Certification
19 19 (20.43%) Oracle
19 19 (20.43%) PL/SQL
20 18 (19.35%) MS Excel
20 18 (19.35%) Degree
21 17 (18.28%) jQuery
22 15 (16.13%) Dependency Injection
22 15 (16.13%) NUnit
22 15 (16.13%) Subversion

Entity Framework
Top Related IT Skills in Scotland by Category

For the 6 months to 13 February 2016, IT jobs across the Scotland region citing Entity Framework also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Entity Framework. Up to 20 skills are shown per category.

Application Platforms
1 14 (15.05%) IIS
2 6 (6.45%) Umbraco
3 4 (4.30%) SharePoint
4 1 (1.08%) Oracle Workflow
Applications
1 18 (19.35%) MS Excel
2 5 (5.38%) Spreadsheet
Business Applications
1 3 (3.23%) Dynamics CRM
2 1 (1.08%) Markit EDM
Cloud Services
1 1 (1.08%) SaaS
Communications & Networking
1 3 (3.23%) Internet
Database & Business Intelligence
1 48 (51.61%) SQL Server
2 14 (15.05%) Crystal Reports
2 14 (15.05%) Oracle Reports
3 11 (11.83%) SQL Server Reporting Services
4 10 (10.75%) SQL Server Integration Services
5 4 (4.30%) RDBMS
5 4 (4.30%) Relational Database
6 3 (3.23%) Oracle Database
6 3 (3.23%) Oracle Database 10g
6 3 (3.23%) Oracle Database 11g
6 3 (3.23%) Oracle Database 12c
6 3 (3.23%) TKPROF
7 2 (2.15%) SQL Server 2012
7 2 (2.15%) SQL Server 2014
8 1 (1.08%) SQL Server 2005
8 1 (1.08%) SQL Server 2008
Development Applications
1 26 (27.96%) Team Foundation Server
2 15 (16.13%) NUnit
2 15 (16.13%) Subversion
3 13 (13.98%) Visual Studio
4 7 (7.53%) Git (software)
4 7 (7.53%) Octopus Deploy
5 3 (3.23%) Moq
5 3 (3.23%) SQL Server Management Studio (SSMS)
5 3 (3.23%) Toad
6 1 (1.08%) MSTest
6 1 (1.08%) VSS/SourceSafe
General
1 9 (9.68%) Finance
2 5 (5.38%) Automotive
2 5 (5.38%) Banking
2 5 (5.38%) Law
2 5 (5.38%) Retail
3 1 (1.08%) Games
Job Titles
1 83 (89.25%) Developer
2 34 (36.56%) .NET Developer
3 30 (32.26%) Senior Developer
4 24 (25.81%) C# Developer
5 18 (19.35%) Web Developer
6 14 (15.05%) ASP.NET Developer
6 14 (15.05%) C# .NET Developer
6 14 (15.05%) C++ Developer
7 12 (12.90%) Senior C++ Developer
8 11 (11.83%) C# Web Developer
9 9 (9.68%) C# ASP.NET Developer
9 9 (9.68%) Senior .NET Developer
10 8 (8.60%) .NET Software Developer
10 8 (8.60%) Applications Developer
10 8 (8.60%) Software Developer
11 6 (6.45%) Team Leader
12 5 (5.38%) C# Application Developer
12 5 (5.38%) C# Web Applications Developer
12 5 (5.38%) Development Team Leader
12 5 (5.38%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 92 (98.92%) .NET
2 72 (77.42%) .NET Framework
3 58 (62.37%) ASP.NET
4 51 (54.84%) AngularJS
5 50 (53.76%) HTML
6 47 (50.54%) CSS
7 44 (47.31%) ASP.NET MVC
8 31 (33.33%) ASP.NET Web API
9 25 (26.88%) XML
10 21 (22.58%) NHibernate
11 17 (18.28%) jQuery
12 15 (16.13%) Twitter Bootstrap
13 12 (12.90%) WCF
14 11 (11.83%) SignalR
14 11 (11.83%) WPF
15 10 (10.75%) HTML5
15 10 (10.75%) REST
16 8 (8.60%) CSS3
17 7 (7.53%) JSON
17 7 (7.53%) KnockoutJS
Miscellaneous
1 7 (7.53%) Computer Science
2 3 (3.23%) Enterprise Software
3 2 (2.15%) iPad
3 2 (2.15%) User Experience
Operating Systems
1 7 (7.53%) Windows
2 2 (2.15%) Windows Server 2012
Processes & Methodologies
1 79 (84.95%) MVC
2 53 (56.99%) Agile Software Development
3 38 (40.86%) Scrum
4 36 (38.71%) TDD
5 25 (26.88%) OO
6 15 (16.13%) Dependency Injection
7 12 (12.90%) BDD
7 12 (12.90%) Web Development
8 11 (11.83%) SDLC
9 9 (9.68%) Software Engineering
10 8 (8.60%) Mentoring
10 8 (8.60%) Unit Testing
11 6 (6.45%) CRM
12 5 (5.38%) MVVM
12 5 (5.38%) RAD
12 5 (5.38%) Waterfall
13 4 (4.30%) Front End Development
13 4 (4.30%) OOP
13 4 (4.30%) Process Management
13 4 (4.30%) UML
Programming Languages
1 72 (77.42%) C#
2 53 (56.99%) JavaScript
3 43 (46.24%) SQL
4 19 (20.43%) PL/SQL
5 14 (15.05%) C++
5 14 (15.05%) Embedded C++
6 10 (10.75%) VB.NET
7 9 (9.68%) T-SQL
8 3 (3.23%) VB
8 3 (3.23%) VB6
8 3 (3.23%) VBA
8 3 (3.23%) VBScript
9 2 (2.15%) TypeScript
10 1 (1.08%) Java
10 1 (1.08%) PHP
Qualifications
1 19 (20.43%) Microsoft Certification
2 18 (19.35%) Degree
Quality Assurance & Compliance
1 13 (13.98%) SLA
2 1 (1.08%) ISO 9001
2 1 (1.08%) QA
Vendors
1 35 (37.63%) Microsoft
2 19 (20.43%) Oracle
3 2 (2.15%) Xamarin
4 1 (1.08%) Facebook
4 1 (1.08%) Google
4 1 (1.08%) Twitter
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