Period
to 23 June 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 June 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 Jun 2018
Same period 2017 Same period 2016
Rank 114 120 127
Rank change year-on-year +6 +7 -33
Contract jobs citing Entity Framework 52 28 47
As % of all contract IT jobs advertised in West Yorkshire 1.53% 1.01% 1.19%
As % of the Libraries, Frameworks & Software Standards category 4.11% 2.75% 3.52%
Number of daily rates quoted 47 27 44
West Yorkshire median daily rate £350 £338 £325
Median daily rate % change year-on-year +3.70% +3.85% -
10th Percentile £279 £241 £291
90th Percentile £391 £390 £459
Yorkshire median daily rate £350 £339 £350
% change year-on-year +3.24% -3.14% +7.69%
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 1,266 1,018 1,334
As % of all contract IT jobs advertised in West Yorkshire 37.31% 36.67% 33.67%
Number of daily rates quoted 901 754 965
West Yorkshire median daily rate £400 £400 £400
10th Percentile £308 £305 £300
90th Percentile £525 £525 £538
Yorkshire median daily rate £400 £400 £390
% change year-on-year - +2.56% +14.71%
Number of hourly rates quoted 1 3 7
West Yorkshire median hourly rate £42.00 £22.50 £10.20
Median hourly rate % change year-on-year +86.67% +120.59% -74.50%
10th Percentile £41.00 £18.75 £9.72
90th Percentile £43.00 £26.25 £13.12
Yorkshire median hourly rate £41.00 £22.50 £10.20
% change year-on-year +82.22% +120.59% -74.50%

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 June 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 June 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 -8 44 £350 +3.70% 13
Wakefield - 2 £308 - 1
Bradford - 2 £333 - 3
Entity Framework
Yorkshire

For the 6 months to 23 June 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 51 (98.08%) C#
2 49 (94.23%) .NET
2 49 (94.23%) .NET Framework
3 44 (84.62%) JavaScript
4 41 (78.85%) ASP.NET Web API
5 35 (67.31%) MVC
6 31 (59.62%) SQL Server
7 30 (57.69%) ASP.NET
8 25 (48.08%) Agile Software Development
8 25 (48.08%) SQL
9 21 (40.38%) ASP.NET MVC
9 21 (40.38%) AngularJS
10 18 (34.62%) HTML
11 15 (28.85%) CSS
11 15 (28.85%) TDD
11 15 (28.85%) Git (software)
12 14 (26.92%) Visual Studio
13 12 (23.08%) Microsoft
14 11 (21.15%) E-Commerce
14 11 (21.15%) HTML5
15 10 (19.23%) BDD
15 10 (19.23%) CSS3
15 10 (19.23%) Pair Programming
15 10 (19.23%) Enterprise Software
16 9 (17.31%) jQuery
17 8 (15.38%) Continuous Integration
18 7 (13.46%) .NET Core
18 7 (13.46%) Greenfield Project
18 7 (13.46%) Twitter Bootstrap
19 6 (11.54%) Automotive

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 (3.85%) Apache
1 2 (3.85%) nginx
2 1 (1.92%) Elasticsearch
Cloud Services
1 4 (7.69%) SaaS
2 3 (5.77%) Amazon AWS
3 2 (3.85%) Microsoft Azure
Communications & Networking
1 4 (7.69%) HTTP
2 1 (1.92%) AMQP
Database & Business Intelligence
1 31 (59.62%) SQL Server
2 4 (7.69%) NoSQL
2 4 (7.69%) SQL Server 2008
3 2 (3.85%) Apache Cassandra
3 2 (3.85%) SQL Server 2014
Development Applications
1 15 (28.85%) Git (software)
2 14 (26.92%) Visual Studio
3 5 (9.62%) Octopus Deploy
4 4 (7.69%) Team Foundation Server
5 2 (3.85%) TeamCity
6 1 (1.92%) Chocolatey
6 1 (1.92%) Grunt
6 1 (1.92%) gulp
6 1 (1.92%) Psake
General
1 6 (11.54%) Automotive
2 4 (7.69%) Telecoms
Job Titles
1 45 (86.54%) Developer
2 30 (57.69%) C# Developer
3 28 (53.85%) .NET Developer
4 18 (34.62%) C# .NET Developer
5 13 (25.00%) SQL Developer
6 8 (15.38%) ASP.NET MVC Developer
7 7 (13.46%) Angular Developer
7 7 (13.46%) ASP.NET Developer
7 7 (13.46%) C# ASP.NET Developer
7 7 (13.46%) SQL Server Developer
8 6 (11.54%) JavaScript Developer
9 4 (7.69%) Full Stack Developer
10 1 (1.92%) .NET Team Leader
10 1 (1.92%) Lead .NET Developer
10 1 (1.92%) Lead Developer
10 1 (1.92%) Software Developer
10 1 (1.92%) Team Leader
Libraries, Frameworks & Software Standards
1 49 (94.23%) .NET
1 49 (94.23%) .NET Framework
2 41 (78.85%) ASP.NET Web API
3 30 (57.69%) ASP.NET
4 21 (40.38%) AngularJS
4 21 (40.38%) ASP.NET MVC
5 18 (34.62%) HTML
6 15 (28.85%) CSS
7 11 (21.15%) HTML5
8 10 (19.23%) CSS3
9 9 (17.31%) jQuery
10 7 (13.46%) .NET Core
10 7 (13.46%) Twitter Bootstrap
11 5 (9.62%) Dapper ORM
11 5 (9.62%) RESTful
12 4 (7.69%) Angular 2
12 4 (7.69%) ASP.NET MVC 5
13 3 (5.77%) Sass
14 2 (3.85%) Autofac
14 2 (3.85%) React
Miscellaneous
1 10 (19.23%) Enterprise Software
2 7 (13.46%) Greenfield Project
Operating Systems
1 2 (3.85%) Linux
Processes & Methodologies
1 35 (67.31%) MVC
2 25 (48.08%) Agile Software Development
3 15 (28.85%) TDD
4 11 (21.15%) E-Commerce
5 10 (19.23%) BDD
5 10 (19.23%) Pair Programming
6 8 (15.38%) Continuous Integration
7 4 (7.69%) Integration Testing
7 4 (7.69%) Microservices
7 4 (7.69%) OO
7 4 (7.69%) OOP
7 4 (7.69%) SOLID
8 1 (1.92%) DevOps
8 1 (1.92%) Mobile Development
8 1 (1.92%) Requirements Analysis
8 1 (1.92%) Scrum
8 1 (1.92%) SDLC
8 1 (1.92%) Software Engineering
8 1 (1.92%) Unit Testing
Programming Languages
1 51 (98.08%) C#
2 44 (84.62%) JavaScript
3 25 (48.08%) SQL
4 2 (3.85%) PowerShell
4 2 (3.85%) TypeScript
5 1 (1.92%) T-SQL
Qualifications
1 1 (1.92%) Security Cleared
System Software
1 4 (7.69%) Docker
Systems Management
1 1 (1.92%) Ansible
Vendors
1 12 (23.08%) Microsoft
2 1 (1.92%) Telerik
2 1 (1.92%) Xamarin