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 31 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Aug 2015
Same period 2014 Same period 2013
Microsoft ADO.NET Entity Framework
Rank 132 107 132
Rank change year-on-year
-25 +25
Permanent jobs citing Entity Framework 41 58 25
As % of all permanent IT jobs located in Scotland 1.23% 1.57% 0.82%
As % of the Libraries, Frameworks & Software Standards category 3.43% 4.18% 2.24%
Number of salaries quoted 37 47 22
Average salary £44,000 £45,000 £37,500
Average salary % change year-on-year
-2.22% +20.00%
90% offered a salary of more than £32,500 £30,000 £22,550
10% offered a salary of more than £53,100 £50,000 £40,000
UK excluding London average salary £40,000 £40,000 £38,000
% change year-on-year
- +5.26%
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
1195 1386 1115
As % of all permanent IT jobs located in Scotland 35.84% 37.47% 36.71%
Number of salaries quoted 731 913 771
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £52,500 £50,000 £50,000
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 31 August 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 31 August 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 +10 30 £45,000 - 7
Edinburgh -30 7 £37,500 -15.73% 2
West Lothian -1 3 £45,000 -2.70% 1
Aberdeen +9 1 - -
Entity Framework
UK

Entity Framework
Top 30 Related IT Skills in Scotland

For the 6 months to 31 August 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.

1 105 (99.06%) .NET
2 97 (91.51%) .NET Framework
3 95 (89.62%) C#
4 86 (81.13%) SQL Server
5 80 (75.47%) MVC
6 78 (73.58%) ASP.NET
7 75 (70.75%) JavaScript
8 67 (63.21%) CSS
9 66 (62.26%) HTML
10 57 (53.77%) Agile Software Development
11 53 (50.00%) jQuery
12 49 (46.23%) ASP.NET MVC
13 44 (41.51%) Microsoft
14 43 (40.57%) SQL
15 34 (32.08%) TDD
16 32 (30.19%) AngularJS
17 31 (29.25%) ASP.NET Web API
18 28 (26.42%) MS Excel
18 28 (26.42%) Web Development
19 27 (25.47%) IIS
20 24 (22.64%) Microsoft Certification
20 24 (22.64%) WCF
21 22 (20.75%) HTML5
22 20 (18.87%) SharePoint
23 19 (17.92%) WinForms
23 19 (17.92%) NHibernate
23 19 (17.92%) Git (software)
23 19 (17.92%) LINQ
24 18 (16.98%) Oracle
25 16 (15.09%) BDD

Entity Framework
Top Related IT Skills in Scotland by Category

For the 6 months to 31 August 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 27 (25.47%) IIS
2 20 (18.87%) SharePoint
3 12 (11.32%) Node.js
4 9 (8.49%) Umbraco
5 3 (2.83%) SharePoint 2010
6 2 (1.89%) SharePoint 2013
Applications
1 28 (26.42%) MS Excel
2 2 (1.89%) Spreadsheet
3 1 (0.94%) Photoshop
3 1 (0.94%) Adobe Illustrator
Business Applications
1 3 (2.83%) Dynamics CRM
Cloud Services
1 3 (2.83%) Microsoft Azure
2 2 (1.89%) Amazon AWS
Communications & Networking
1 2 (1.89%) TCP/IP
Database & Business Intelligence
1 86 (81.13%) SQL Server
2 14 (13.21%) SQL Server Integration Services
2 14 (13.21%) Relational Database
3 12 (11.32%) RDBMS
4 11 (10.38%) MongoDB
4 11 (10.38%) NoSQL
5 7 (6.60%) Hadoop
5 7 (6.60%) Big Data
6 6 (5.66%) SQL Server Reporting Services
7 3 (2.83%) RavenDB
7 3 (2.83%) Oracle Database
8 2 (1.89%) SQL Server 2012
8 2 (1.89%) SSDT
9 1 (0.94%) MySQL
9 1 (0.94%) OLAP Cube
9 1 (0.94%) OLAP
Development Applications
1 19 (17.92%) Git (software)
2 16 (15.09%) Visual Studio
3 12 (11.32%) TeamCity
3 12 (11.32%) Team Foundation Server
3 12 (11.32%) GitLab
4 7 (6.60%) WatiN
4 7 (6.60%) Cucumber
4 7 (6.60%) MSBuild
4 7 (6.60%) SpecFlow
4 7 (6.60%) Selenium
4 7 (6.60%) Subversion
5 3 (2.83%) Octopus Deploy
6 1 (0.94%) ReSharper
General
1 8 (7.55%) Marketing
2 5 (4.72%) Finance
3 2 (1.89%) Law
3 2 (1.89%) Banking
3 2 (1.89%) Retail
3 2 (1.89%) Billing
3 2 (1.89%) Telecoms
Job Titles
1 95 (89.62%) Developer
2 63 (59.43%) .NET Developer
3 30 (28.30%) Senior Developer
4 23 (21.70%) C# Developer
5 20 (18.87%) Senior .NET Developer
6 19 (17.92%) ASP.NET Developer
7 18 (16.98%) C# .NET Developer
8 16 (15.09%) C# ASP.NET Developer
9 11 (10.38%) Software Developer
10 9 (8.49%) Senior ASP.NET Developer
11 6 (5.66%) Senior C# Developer
11 6 (5.66%) Web Developer
12 5 (4.72%) Team Leader
12 5 (4.72%) Lead Developer
12 5 (4.72%) .NET Software Developer
13 4 (3.77%) C# Web Developer
14 3 (2.83%) Senior Programmer
14 3 (2.83%) Programmer
14 3 (2.83%) Development Team Leader
15 2 (1.89%) Senior Analyst
Libraries, Frameworks & Software Standards
1 105 (99.06%) .NET
2 97 (91.51%) .NET Framework
3 78 (73.58%) ASP.NET
4 67 (63.21%) CSS
5 66 (62.26%) HTML
6 53 (50.00%) jQuery
7 49 (46.23%) ASP.NET MVC
8 32 (30.19%) AngularJS
9 31 (29.25%) ASP.NET Web API
10 24 (22.64%) WCF
11 22 (20.75%) HTML5
12 19 (17.92%) LINQ
12 19 (17.92%) WinForms
12 19 (17.92%) NHibernate
13 15 (14.15%) ASP.NET Web Forms
14 14 (13.21%) KnockoutJS
15 13 (12.26%) LINQ to SQL
15 13 (12.26%) Web Services
15 13 (12.26%) Twitter Bootstrap
16 11 (10.38%) XML
Miscellaneous
1 10 (9.43%) Computer Science
2 1 (0.94%) Inversion of Control
2 1 (0.94%) iPad
2 1 (0.94%) Clustering
Operating Systems
1 5 (4.72%) Windows
2 1 (0.94%) Linux
2 1 (0.94%) Android
2 1 (0.94%) Apple iOS
Processes & Methodologies
1 80 (75.47%) MVC
2 57 (53.77%) Agile Software Development
3 34 (32.08%) TDD
4 28 (26.42%) Web Development
5 16 (15.09%) BDD
5 16 (15.09%) Scrum
6 15 (14.15%) OO
7 12 (11.32%) Automated Testing
7 12 (11.32%) SDLC
8 10 (9.43%) Unit Testing
9 9 (8.49%) Continuous Integration
10 8 (7.55%) AOP
10 8 (7.55%) Web Application Development
10 8 (7.55%) Dependency Injection
10 8 (7.55%) Analytics
11 7 (6.60%) Data Analytics
11 7 (6.60%) Software Engineering
11 7 (6.60%) Supply Chain Management
11 7 (6.60%) ETL
12 6 (5.66%) Project Management
Programming Languages
1 95 (89.62%) C#
2 75 (70.75%) JavaScript
3 43 (40.57%) SQL
4 11 (10.38%) T-SQL
5 9 (8.49%) VB.NET
6 8 (7.55%) Ruby
7 7 (6.60%) PL/SQL
8 3 (2.83%) VB6
8 3 (2.83%) VB
9 1 (0.94%) PHP
9 1 (0.94%) Java
9 1 (0.94%) TypeScript
Qualifications
1 24 (22.64%) Microsoft Certification
2 10 (9.43%) Degree
Vendors
1 44 (41.51%) Microsoft
2 18 (16.98%) Oracle
3 7 (6.60%) Informatica
3 7 (6.60%) TIBCO
4 3 (2.83%) Telerik
5 2 (1.89%) Xamarin
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