Period
to 19 September 2018

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire with a requirement for Entity Framework skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Entity Framework over the 6 months to 19 September 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Microsoft ADO.NET Entity Framework
Yorkshire > West Yorkshire
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 100 135 133
Rank change year-on-year +35 -2 -12
Contract jobs citing Entity Framework 72 13 44
As % of all contract IT jobs advertised in West Yorkshire 2.05% 0.45% 1.12%
As % of the Libraries, Frameworks & Software Standards category 5.40% 1.31% 3.12%
Number of daily rates quoted 64 13 39
West Yorkshire median daily rate £363 £325 £327
Median daily rate % change year-on-year +11.54% -0.46% +0.46%
10th Percentile £269 £239 £300
90th Percentile £449 £350 £438
Yorkshire median daily rate £363 £340 £340
% change year-on-year +6.62% - +4.62%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

Entity Framework is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in West Yorkshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
West Yorkshire
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,334 992 1,411
As % of all contract IT jobs advertised in West Yorkshire 38.04% 34.47% 35.84%
Number of daily rates quoted 957 737 1,015
West Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +14.29%
10th Percentile £313 £306 £300
90th Percentile £538 £506 £525
Yorkshire median daily rate £403 £400 £400
% change year-on-year +0.63% - +14.29%
Number of hourly rates quoted 7 0 4
West Yorkshire median hourly rate £17.41 - £13.25
10th Percentile £15.24 - £10.97
90th Percentile £19.59 - £16.30
Yorkshire median hourly rate £40.00 £38.13 £14.13
% change year-on-year +4.92% +169.91% -59.64%

Entity Framework
Job Vacancy Trend in West Yorkshire

Job postings citing Entity Framework as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Entity Framework in West Yorkshire

Entity Framework
Contractor Daily Rate Trend in West Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Entity Framework in West Yorkshire.

Contractor daily rate trend for Entity Framework in West Yorkshire

Entity Framework
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Entity Framework in West Yorkshire over the 6 months to 19 September 2018.

Contractor daily rate histogram for Entity Framework in West Yorkshire

Entity Framework
Contract Job Locations in West Yorkshire

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 West Yorkshire region over the 6 months to 19 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +15 41 £350 +5.26% 22
Huddersfield - 11 £375 - 4
Bradford - 10 £350 - 9
Wakefield - 4 £230 - 2
Entity Framework
Yorkshire

For the 6 months to 19 September 2018, IT contractor jobs citing Entity Framework also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the West Yorkshire region with a requirement for Entity Framework.

1 69 (95.83%) .NET
1 69 (95.83%) .NET Framework
2 68 (94.44%) C#
3 47 (65.28%) MVC
3 47 (65.28%) JavaScript
4 40 (55.56%) SQL Server
5 39 (54.17%) ASP.NET Web API
6 34 (47.22%) ASP.NET
7 33 (45.83%) AngularJS
8 32 (44.44%) Agile Software Development
9 27 (37.50%) ASP.NET MVC
10 24 (33.33%) SQL
11 22 (30.56%) Git (software)
12 21 (29.17%) HTML
13 20 (27.78%) CSS
14 18 (25.00%) Microsoft
14 18 (25.00%) TDD
14 18 (25.00%) jQuery
15 15 (20.83%) .NET Core
15 15 (20.83%) Visual Studio
16 14 (19.44%) E-Commerce
16 14 (19.44%) Pair Programming
16 14 (19.44%) BDD
16 14 (19.44%) Enterprise Software
16 14 (19.44%) HTML5
17 13 (18.06%) CSS3
18 12 (16.67%) Team Foundation Server
18 12 (16.67%) Vue.js
19 11 (15.28%) Scrum
20 9 (12.50%) Twitter Bootstrap

Entity Framework
Co-occurring IT Skills in West Yorkshire 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:

Cloud Services
1 4 (5.56%) SaaS
2 2 (2.78%) Amazon AWS
2 2 (2.78%) Microsoft Azure
Communications & Networking
1 2 (2.78%) HTTP
Database & Business Intelligence
1 40 (55.56%) SQL Server
2 2 (2.78%) NoSQL
2 2 (2.78%) SQL Server 2008
Development Applications
1 22 (30.56%) Git (software)
2 15 (20.83%) Visual Studio
3 12 (16.67%) Team Foundation Server
4 5 (6.94%) Octopus Deploy
5 3 (4.17%) Moq
6 1 (1.39%) TeamCity
General
1 6 (8.33%) Automotive
2 4 (5.56%) Telecoms
Job Titles
1 62 (86.11%) Developer
2 46 (63.89%) C# Developer
3 39 (54.17%) .NET Developer
4 29 (40.28%) C# .NET Developer
5 17 (23.61%) ASP.NET MVC Developer
6 16 (22.22%) Angular Developer
7 13 (18.06%) ASP.NET Developer
7 13 (18.06%) C# ASP.NET Developer
8 12 (16.67%) SQL Developer
9 11 (15.28%) Full Stack Developer
10 6 (8.33%) JavaScript Developer
10 6 (8.33%) SQL Server Developer
11 4 (5.56%) C# Software Engineer
11 4 (5.56%) Scrum Master
11 4 (5.56%) Software Engineer
12 3 (4.17%) Software Developer
13 2 (2.78%) .NET Software Developer
13 2 (2.78%) .NET Software Engineer
13 2 (2.78%) C# Software Developer
13 2 (2.78%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 69 (95.83%) .NET
1 69 (95.83%) .NET Framework
2 39 (54.17%) ASP.NET Web API
3 34 (47.22%) ASP.NET
4 33 (45.83%) AngularJS
5 27 (37.50%) ASP.NET MVC
6 21 (29.17%) HTML
7 20 (27.78%) CSS
8 18 (25.00%) jQuery
9 15 (20.83%) .NET Core
10 14 (19.44%) HTML5
11 13 (18.06%) CSS3
12 12 (16.67%) Vue.js
13 9 (12.50%) Twitter Bootstrap
14 7 (9.72%) Angular 2
15 3 (4.17%) Dapper ORM
15 3 (4.17%) RESTful
16 2 (2.78%) ASP.NET MVC 5
16 2 (2.78%) WCF
16 2 (2.78%) Web Services
Miscellaneous
1 14 (19.44%) Enterprise Software
2 8 (11.11%) Greenfield Project
Processes & Methodologies
1 47 (65.28%) MVC
2 32 (44.44%) Agile Software Development
3 18 (25.00%) TDD
4 14 (19.44%) BDD
4 14 (19.44%) E-Commerce
4 14 (19.44%) Pair Programming
5 11 (15.28%) Scrum
6 7 (9.72%) Software Engineering
7 6 (8.33%) Continuous Integration
7 6 (8.33%) Test Automation
8 5 (6.94%) Unit Testing
9 4 (5.56%) Dependency Injection
9 4 (5.56%) OO
10 2 (2.78%) Domain-Driven Design
10 2 (2.78%) Integration Testing
10 2 (2.78%) Microservices
10 2 (2.78%) OOP
10 2 (2.78%) SOLID
11 1 (1.39%) Critical Thinking
Programming Languages
1 68 (94.44%) C#
2 47 (65.28%) JavaScript
3 24 (33.33%) SQL
4 3 (4.17%) PowerShell
5 2 (2.78%) T-SQL
System Software
1 2 (2.78%) Docker
Vendors
1 18 (25.00%) Microsoft
2 1 (1.39%) Telerik