Period
to 23 February 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 23 February 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
23 Feb 2018
Same period 2017 Same period 2016
Rank 138 113 130
Rank change year-on-year -25 +17 -18
Contract jobs citing Entity Framework 27 39 45
As % of all contract IT jobs advertised in West Yorkshire 0.83% 1.30% 1.09%
As % of the Libraries, Frameworks & Software Standards category 2.57% 3.88% 3.48%
Number of daily rates quoted 22 34 40
West Yorkshire median daily rate £340 £340 £325
Median daily rate % change year-on-year +0.15% +4.46% -
10th Percentile £265 £296 £285
90th Percentile £389 £392 £461
Yorkshire median daily rate £325 £340 £325
% change year-on-year -4.41% +4.62% +3.59%
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 1,051 1,004 1,292
As % of all contract IT jobs advertised in West Yorkshire 32.33% 33.59% 31.30%
Number of daily rates quoted 774 696 866
West Yorkshire median daily rate £400 £400 £384
Median daily rate % change year-on-year - +4.23% +9.64%
10th Percentile £275 £283 £275
90th Percentile £538 £538 £550
Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +10.70%
Number of hourly rates quoted 1 4 7
West Yorkshire median hourly rate £42.00 £22.50 £10.20
Median hourly rate % change year-on-year +86.67% +120.59% -72.05%
10th Percentile £41.00 £15.08 £9.72
90th Percentile £43.00 £26.25 £45.30
Yorkshire median hourly rate £41.00 £14.87 £21.85
% change year-on-year +175.82% -31.97% -45.38%

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 23 February 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 23 February 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 27 £340 +0.29% 15
Wakefield - 1 £325 - 3
Entity Framework
Yorkshire

For the 6 months to 23 February 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 27 (100.00%) .NET
1 27 (100.00%) .NET Framework
2 26 (96.30%) C#
3 21 (77.78%) ASP.NET
4 20 (74.07%) MVC
5 19 (70.37%) SQL Server
5 19 (70.37%) JavaScript
6 14 (51.85%) ASP.NET MVC
7 13 (48.15%) Agile Software Development
7 13 (48.15%) SQL
8 11 (40.74%) TDD
9 10 (37.04%) AngularJS
9 10 (37.04%) ASP.NET Web API
10 8 (29.63%) Microsoft
10 8 (29.63%) Pair Programming
10 8 (29.63%) CSS
10 8 (29.63%) BDD
10 8 (29.63%) Git (software)
10 8 (29.63%) Enterprise Software
11 7 (25.93%) Software Engineering
11 7 (25.93%) HTML
12 5 (18.52%) Unit Testing
13 4 (14.81%) jQuery
13 4 (14.81%) OOP
13 4 (14.81%) .NET Core
14 3 (11.11%) DevOps
14 3 (11.11%) OO
14 3 (11.11%) T-SQL
14 3 (11.11%) Finance
14 3 (11.11%) User Acceptance Testing

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:

Application Platforms
1 2 (7.41%) Apache
1 2 (7.41%) CMS
1 2 (7.41%) Elasticsearch
1 2 (7.41%) nginx
Communications & Networking
1 2 (7.41%) AMQP
2 1 (3.70%) HTTP
Database & Business Intelligence
1 19 (70.37%) SQL Server
2 2 (7.41%) Apache Cassandra
2 2 (7.41%) SQL Server 2014
3 1 (3.70%) NoSQL
3 1 (3.70%) SQL Server 2008
Development Applications
1 8 (29.63%) Git (software)
2 2 (7.41%) Chocolatey
2 2 (7.41%) Octopus Deploy
2 2 (7.41%) Psake
2 2 (7.41%) TeamCity
2 2 (7.41%) Visual Studio
3 1 (3.70%) Grunt
3 1 (3.70%) gulp
3 1 (3.70%) Team Foundation Server
General
1 3 (11.11%) Finance
Job Titles
1 26 (96.30%) Developer
2 21 (77.78%) .NET Developer
3 15 (55.56%) C# Developer
4 13 (48.15%) C# .NET Developer
5 10 (37.04%) ASP.NET MVC Developer
6 9 (33.33%) ASP.NET Developer
6 9 (33.33%) C# ASP.NET Developer
7 3 (11.11%) Full Stack Developer
8 2 (7.41%) .NET Web Developer
8 2 (7.41%) C# Web Developer
8 2 (7.41%) HTML Developer
8 2 (7.41%) JavaScript Developer
8 2 (7.41%) Web Developer
9 1 (3.70%) .NET Software Engineer
9 1 (3.70%) Angular Developer
9 1 (3.70%) Lead Software Engineer
9 1 (3.70%) Software Engineer
9 1 (3.70%) SQL Developer
9 1 (3.70%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 27 (100.00%) .NET
1 27 (100.00%) .NET Framework
2 21 (77.78%) ASP.NET
3 14 (51.85%) ASP.NET MVC
4 10 (37.04%) AngularJS
4 10 (37.04%) ASP.NET Web API
5 8 (29.63%) CSS
6 7 (25.93%) HTML
7 4 (14.81%) .NET Core
7 4 (14.81%) jQuery
8 3 (11.11%) Ajax
8 3 (11.11%) CSS3
8 3 (11.11%) HTML5
9 2 (7.41%) Angular 2
9 2 (7.41%) Autofac
9 2 (7.41%) React
9 2 (7.41%) Sass
9 2 (7.41%) Twitter Bootstrap
9 2 (7.41%) Web Services
10 1 (3.70%) ASP.NET Core
Miscellaneous
1 8 (29.63%) Enterprise Software
2 2 (7.41%) Greenfield Project
Operating Systems
1 2 (7.41%) Linux
Processes & Methodologies
1 20 (74.07%) MVC
2 13 (48.15%) Agile Software Development
3 11 (40.74%) TDD
4 8 (29.63%) BDD
4 8 (29.63%) Pair Programming
5 7 (25.93%) Software Engineering
6 5 (18.52%) Unit Testing
7 4 (14.81%) OOP
8 3 (11.11%) DevOps
8 3 (11.11%) OO
8 3 (11.11%) Scrum
8 3 (11.11%) User Acceptance Testing
9 2 (7.41%) E-Commerce
9 2 (7.41%) Web Development
10 1 (3.70%) Continuous Integration
10 1 (3.70%) Integration Testing
10 1 (3.70%) Microservices
10 1 (3.70%) Mobile Development
10 1 (3.70%) Requirements Analysis
10 1 (3.70%) SDLC
Programming Languages
1 26 (96.30%) C#
2 19 (70.37%) JavaScript
3 13 (48.15%) SQL
4 3 (11.11%) T-SQL
5 2 (7.41%) PowerShell
6 1 (3.70%) TypeScript
6 1 (3.70%) VB.NET
Qualifications
1 1 (3.70%) Security Cleared
System Software
1 1 (3.70%) Docker
Systems Management
1 2 (7.41%) Ansible
Vendors
1 8 (29.63%) Microsoft
2 1 (3.70%) Telerik
2 1 (3.70%) Xamarin