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 5 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 May 2015
Same period 2014 Same period 2013
Microsoft ADO.NET Entity Framework
Rank 76 140 135
Rank change year-on-year
+64 -5
Permanent jobs citing Entity Framework 81 36 26
As % of all permanent IT jobs located in Scotland 2.59% 0.90% 0.83%
As % of the Libraries, Frameworks & Software Standards category 7.03% 2.37% 2.02%
Number of salaries quoted 41 33 17
Average salary £40,250 £40,000 £33,000
Average salary % change year-on-year
+0.62% +21.21%
90% offered a salary of more than £28,500 £35,000 £21,500
10% offered a salary of more than £48,500 £50,000 £38,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%
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
1153 1518 1288
As % of all permanent IT jobs located in Scotland 36.84% 37.87% 40.88%
Number of salaries quoted 726 1071 780
Average salary £40,000 £40,000 £36,500
Average salary % change year-on-year
- +9.58%
90% offered a salary of more than £30,000 £30,000 £26,000
10% offered a salary of more than £52,500 £50,000 £50,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

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 5 May 2015.

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 5 May 2015. 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 +40 59 £40,000 +2.56% 5
Edinburgh +11 12 £30,000 -33.33% 1
Aberdeen +25 6 - -
West Lothian - 5 £45,000 - 1
Entity Framework
UK

Entity Framework
Top 30 Related IT Skills in Scotland

For the 6 months to 5 May 2015, 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.

1 144 (98.63%) .NET
1 144 (98.63%) .NET Framework
2 140 (95.89%) C#
3 121 (82.88%) JavaScript
4 114 (78.08%) ASP.NET
5 112 (76.71%) MVC
6 108 (73.97%) SQL Server
7 97 (66.44%) jQuery
8 88 (60.27%) HTML
9 83 (56.85%) Agile Software Development
10 79 (54.11%) CSS
11 76 (52.05%) SQL
12 69 (47.26%) Microsoft
13 67 (45.89%) ASP.NET MVC
14 64 (43.84%) NHibernate
15 42 (28.77%) TDD
16 39 (26.71%) MS Excel
17 38 (26.03%) T-SQL
17 38 (26.03%) Oracle
18 36 (24.66%) WCF
19 34 (23.29%) ASP.NET Web Forms
20 33 (22.60%) SQL Server Integration Services
20 33 (22.60%) Visual Studio
20 33 (22.60%) SharePoint
21 31 (21.23%) Web Development
21 31 (21.23%) Software Engineering
21 31 (21.23%) HTML5
22 30 (20.55%) Relational Database
22 30 (20.55%) LINQ
23 27 (18.49%) RDBMS

Entity Framework
Top Related IT Skills in Scotland by Category

For the 6 months to 5 May 2015, 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 33 (22.60%) SharePoint
2 25 (17.12%) IIS
3 15 (10.27%) Node.js
4 12 (8.22%) SharePoint 2010
5 6 (4.11%) BizTalk Server
6 3 (2.05%) Umbraco
7 2 (1.37%) SharePoint 2013
Applications
1 39 (26.71%) MS Excel
2 4 (2.74%) InfoPath
Business Applications
1 1 (0.68%) Dynamics CRM
Cloud Services
1 15 (10.27%) Microsoft Azure
2 14 (9.59%) Amazon AWS
2 14 (9.59%) Amazon EC2
3 5 (3.42%) SaaS
Communications & Networking
1 3 (2.05%) Intranet
1 3 (2.05%) Internet
Database & Business Intelligence
1 108 (73.97%) SQL Server
2 33 (22.60%) SQL Server Integration Services
3 30 (20.55%) Relational Database
4 27 (18.49%) RDBMS
5 23 (15.75%) SQL Server Reporting Services
6 21 (14.38%) MongoDB
7 17 (11.64%) Oracle Database
8 16 (10.96%) NoSQL
9 12 (8.22%) RavenDB
9 12 (8.22%) SQL Server 2008
10 9 (6.16%) Hadoop
10 9 (6.16%) Big Data
11 7 (4.79%) SQL Server 2012
11 7 (4.79%) MySQL
12 6 (4.11%) SQL Server Analysis Services
13 4 (2.74%) SSDT
14 1 (0.68%) OLAP Cube
14 1 (0.68%) OLAP
Development Applications
1 33 (22.60%) Visual Studio
2 20 (13.70%) Team Foundation Server
3 16 (10.96%) TeamCity
3 16 (10.96%) GitLab
4 14 (9.59%) Git (software)
4 14 (9.59%) Selenium
5 10 (6.85%) Subversion
5 10 (6.85%) WatiN
5 10 (6.85%) MSBuild
6 9 (6.16%) SpecFlow
6 9 (6.16%) Cucumber
7 5 (3.42%) Oracle Forms
8 1 (0.68%) NUnit
8 1 (0.68%) MSTest
8 1 (0.68%) Moq
General
1 7 (4.79%) Finance
2 4 (2.74%) Marketing
3 1 (0.68%) Financial Institution
3 1 (0.68%) Retail
Job Titles
1 114 (78.08%) Developer
2 60 (41.10%) .NET Developer
3 45 (30.82%) Senior Developer
4 24 (16.44%) C# Developer
5 21 (14.38%) Senior .NET Developer
6 18 (12.33%) Software Engineer
6 18 (12.33%) ASP.NET Developer
7 15 (10.27%) C# .NET Developer
8 14 (9.59%) C# ASP.NET Developer
9 11 (7.53%) Software Developer
10 10 (6.85%) Senior ASP.NET Developer
10 10 (6.85%) .NET Software Engineer
11 9 (6.16%) Senior Software Engineer
11 9 (6.16%) Senior C# Developer
12 7 (4.79%) Programmer
13 6 (4.11%) Web Developer
14 5 (3.42%) Junior
14 5 (3.42%) Junior Developer
14 5 (3.42%) Senior Software Developer
15 4 (2.74%) Senior .NET Software Engineer
Libraries, Frameworks & Software Standards
1 144 (98.63%) .NET
1 144 (98.63%) .NET Framework
2 114 (78.08%) ASP.NET
3 97 (66.44%) jQuery
4 88 (60.27%) HTML
5 79 (54.11%) CSS
6 67 (45.89%) ASP.NET MVC
7 64 (43.84%) NHibernate
8 36 (24.66%) WCF
9 34 (23.29%) ASP.NET Web Forms
10 31 (21.23%) HTML5
11 30 (20.55%) LINQ
12 26 (17.81%) WinForms
13 23 (15.75%) Spring.NET
14 22 (15.07%) Ajax
15 21 (14.38%) XML
16 20 (13.70%) XSLT
17 19 (13.01%) Web Services
18 18 (12.33%) LINQ to SQL
19 17 (11.64%) Twitter Bootstrap
Miscellaneous
1 14 (9.59%) Cryptography
2 11 (7.53%) Computer Science
3 8 (5.48%) User Experience
4 7 (4.79%) Enterprise Software
5 2 (1.37%) Mathematics
6 1 (0.68%) Analytical Skills
Operating Systems
1 16 (10.96%) Windows
2 3 (2.05%) Linux
3 1 (0.68%) Apple iOS
Processes & Methodologies
1 112 (76.71%) MVC
2 83 (56.85%) Agile Software Development
3 42 (28.77%) TDD
4 31 (21.23%) Software Engineering
4 31 (21.23%) Web Development
5 24 (16.44%) Dependency Injection
6 23 (15.75%) AOP
6 23 (15.75%) Scrum
7 20 (13.70%) Automated Testing
8 14 (9.59%) E-Commerce
9 12 (8.22%) Unit Testing
9 12 (8.22%) Continuous Integration
10 11 (7.53%) Analytics
11 10 (6.85%) ETL
12 9 (6.16%) CRM
12 9 (6.16%) Data Analytics
13 8 (5.48%) Mentoring
13 8 (5.48%) OO
14 7 (4.79%) OOP
15 6 (4.11%) Supply Chain Management
Programming Languages
1 140 (95.89%) C#
2 121 (82.88%) JavaScript
3 76 (52.05%) SQL
4 38 (26.03%) T-SQL
5 13 (8.90%) VB.NET
6 12 (8.22%) VB6
6 12 (8.22%) VB
7 9 (6.16%) PL/SQL
8 4 (2.74%) Ruby
9 1 (0.68%) C
9 1 (0.68%) PHP
Qualifications
1 24 (16.44%) Microsoft Certification
2 18 (12.33%) Degree
Vendors
1 69 (47.26%) Microsoft
2 38 (26.03%) Oracle
3 10 (6.85%) Informatica
3 10 (6.85%) TIBCO
4 3 (2.05%) Telerik
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