The table below looks at the statistics for Entity Framework skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Entity Framework over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Microsoft ADO.NET Entity Framework
Rank 121 127 128
Rank change year-on-year
+6 +1
Contract jobs citing Entity Framework 17 9 6
As % of all contract IT jobs located in Scotland 0.68% 0.28% 0.22%
As % of the Libraries, Frameworks & Software Standards category 2.72% 1.41% 0.77%
Number of daily rates quoted 14 6 2
Median daily rate £325 £290 £269
Median daily rate % change year-on-year
+12.06% +7.90%
90% offered a daily rate of more than £312 £283 £264
10% offered a daily rate of more than £350 £343 £274
UK excluding London median daily rate £338 £325 £325
% change year-on-year
+3.84% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £24.00 - £35.00
Entity Framework
UK

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in contract jobs advertised in the Scotland region.

Libraries, Frameworks & Software Standards Category
Scotland
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
625 640 778
As % of all contract IT jobs located in Scotland 24.92% 19.99% 27.99%
Number of daily rates quoted 378 308 436
Median daily rate £350 £350 £375
Median daily rate % change year-on-year
- -6.66%
90% offered a daily rate of more than £267 £275 £265
10% offered a daily rate of more than £425 £450 £450
UK excluding London median daily rate £375 £350 £340
% change year-on-year
+7.14% +2.94%
Number of hourly rates quoted 7 6 4
Median hourly rate £42.50 £36.25 £42.00
Median hourly rate % change year-on-year
+17.24% -13.69%
UK excluding London median hourly rate £37.50 £40.00 £35.00
% change year-on-year
-6.25% +14.28%

Entity Framework
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland region citing Entity Framework as a proportion of all IT contracts with a match in the Libraries, Frameworks & Software Standards category.

Entity Framework Jobs Demand Trend in Scotland

Entity Framework
Daily Rate Trend in Scotland

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

Entity Framework Daily Rate Trend in Scotland

Entity Framework
Hourly Rate Trend in Scotland

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

Entity Framework Hourly Rate Trend in Scotland

Entity Framework
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Entity Framework within the Scotland region over the 3 months to 28 July 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +13 12 £325 +8.33% 3
Fife - 3 £325 -
Edinburgh 0 2 £333 +14.65% 1
Entity Framework
UK

Entity Framework
Top 30 Related IT Skills in Scotland

For the 6 months to 28 July 2016, IT contractor 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 contract ads across the Scotland region with a requirement for Entity Framework.

1 32 (84.21%) MVC
2 29 (76.32%) .NET
2 29 (76.32%) .NET Framework
3 28 (73.68%) ASP.NET
4 27 (71.05%) SQL Server
4 27 (71.05%) C#
5 25 (65.79%) Agile Software Development
6 19 (50.00%) HTML
7 17 (44.74%) Web Development
8 16 (42.11%) JavaScript
9 14 (36.84%) CSS
10 13 (34.21%) ASP.NET MVC
11 12 (31.58%) Microsoft
12 11 (28.95%) MS Excel
12 11 (28.95%) AngularJS
13 10 (26.32%) Web Services
14 9 (23.68%) Java
14 9 (23.68%) Visual Studio
14 9 (23.68%) TDD
14 9 (23.68%) HTML5
15 8 (21.05%) BC Cleared
15 8 (21.05%) Security Cleared
16 7 (18.42%) OO
16 7 (18.42%) Banking
16 7 (18.42%) Scrum
17 6 (15.79%) NHibernate
17 6 (15.79%) SOAP
17 6 (15.79%) Continuous Integration
17 6 (15.79%) JSON
17 6 (15.79%) TeamCity

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 5 (13.16%) Tomcat
2 1 (2.63%) CMS
2 1 (2.63%) Sitecore CMS
2 1 (2.63%) Umbraco
Applications
1 11 (28.95%) MS Excel
Cloud Services
1 1 (2.63%) GitHub
1 1 (2.63%) Microsoft Azure
Communications & Networking
1 5 (13.16%) Wireshark
2 4 (10.53%) Network Security
Database & Business Intelligence
1 27 (71.05%) SQL Server
2 5 (13.16%) MongoDB
2 5 (13.16%) SQL Server 2012
2 5 (13.16%) SQL Server Integration Services
2 5 (13.16%) SQL Server Reporting Services
3 2 (5.26%) SQL Server 2014
4 1 (2.63%) RDBMS
4 1 (2.63%) Relational Database
4 1 (2.63%) SQL Server 2008
Development Applications
1 9 (23.68%) Visual Studio
2 6 (15.79%) TeamCity
3 5 (13.16%) CruiseControl
3 5 (13.16%) Fiddler
3 5 (13.16%) Git (software)
3 5 (13.16%) JUnit
3 5 (13.16%) Subversion
4 4 (10.53%) Team Foundation Server
5 1 (2.63%) JIRA
5 1 (2.63%) Moq
5 1 (2.63%) SoapUI
5 1 (2.63%) SQL Server Management Studio (SSMS)
5 1 (2.63%) WatiN
5 1 (2.63%) YouTrack
General
1 7 (18.42%) Banking
2 4 (10.53%) Front Office
2 4 (10.53%) Investment Banking
3 1 (2.63%) Finance
Job Titles
1 22 (57.89%) Developer
2 9 (23.68%) .NET Developer
2 9 (23.68%) Web Developer
3 8 (21.05%) Architect
3 8 (21.05%) Technical Architect
4 5 (13.16%) Java Developer
4 5 (13.16%) MongoDB Developer
5 4 (10.53%) T-SQL Developer
6 3 (7.89%) C# .NET Developer
6 3 (7.89%) C# Developer
6 3 (7.89%) C# Software Engineer
6 3 (7.89%) Senior C# Software Engineer
6 3 (7.89%) Senior Software Engineer
6 3 (7.89%) Software Engineer
7 2 (5.26%) Senior .NET Developer
7 2 (5.26%) Senior Developer
8 1 (2.63%) .NET Web Developer
8 1 (2.63%) ASP.NET Developer
8 1 (2.63%) Senior Web Developer
8 1 (2.63%) SQL Developer
Libraries, Frameworks & Software Standards
1 29 (76.32%) .NET
1 29 (76.32%) .NET Framework
2 28 (73.68%) ASP.NET
3 19 (50.00%) HTML
4 14 (36.84%) CSS
5 13 (34.21%) ASP.NET MVC
6 11 (28.95%) AngularJS
7 10 (26.32%) Web Services
8 9 (23.68%) HTML5
9 6 (15.79%) JSON
9 6 (15.79%) NHibernate
9 6 (15.79%) RESTful
9 6 (15.79%) SOAP
10 5 (13.16%) DOM
10 5 (13.16%) Hibernate
10 5 (13.16%) Spring
10 5 (13.16%) WSDL
10 5 (13.16%) XML
10 5 (13.16%) XSLT
11 4 (10.53%) jQuery
Miscellaneous
1 4 (10.53%) Digital Media
1 4 (10.53%) N-Tier
2 3 (7.89%) Analytical Skills
Operating Systems
1 1 (2.63%) Android
1 1 (2.63%) Apple iOS
1 1 (2.63%) Windows
1 1 (2.63%) Windows Mobile
Processes & Methodologies
1 32 (84.21%) MVC
2 25 (65.79%) Agile Software Development
3 17 (44.74%) Web Development
4 9 (23.68%) TDD
5 7 (18.42%) OO
5 7 (18.42%) Scrum
6 6 (15.79%) Continuous Integration
7 5 (13.16%) Unit Testing
8 4 (10.53%) CRM
8 4 (10.53%) ERP
8 4 (10.53%) Wealth Management
9 3 (7.89%) Configuration Management
9 3 (7.89%) Software Engineering
9 3 (7.89%) Web Application Development
10 2 (5.26%) Front End Development
10 2 (5.26%) OOD
11 1 (2.63%) Business Analysis
11 1 (2.63%) Content Management
11 1 (2.63%) OOA/OOD
11 1 (2.63%) Software Testing
Programming Languages
1 27 (71.05%) C#
2 16 (42.11%) JavaScript
3 9 (23.68%) Java
4 5 (13.16%) T-SQL
5 4 (10.53%) PHP
5 4 (10.53%) SQL
Qualifications
1 8 (21.05%) BC Cleared
1 8 (21.05%) Security Cleared
2 1 (2.63%) Degree
Quality Assurance & Compliance
1 1 (2.63%) Disclosure Scotland
1 1 (2.63%) QA
Vendors
1 12 (31.58%) Microsoft
2 1 (2.63%) Sitecore
2 1 (2.63%) Telerik
2 1 (2.63%) Xamarin