Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in 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 24 November 2017 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
England > Yorkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 149 115 150
Rank change year-on-year -34 +35 -13
Contract jobs citing Entity Framework 32 96 72
As % of all contract IT jobs advertised in Yorkshire 0.72% 1.77% 1.16%
As % of the Libraries, Frameworks & Software Standards category 2.56% 5.13% 3.85%
Number of daily rates quoted 25 71 54
Yorkshire median daily rate £340 £340 £325
Median daily rate % change year-on-year - +4.62% +8.33%
10th Percentile £276 £300 £277
90th Percentile £380 £425 £368
England median daily rate £375 £350 £350
% change year-on-year +7.14% - -
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £41.25 £31.25 £52.17
% change year-on-year +32.00% -40.10% +49.06%

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 Yorkshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Yorkshire
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1252 1870 1871
As % of all contract IT jobs advertised in Yorkshire 28.34% 34.48% 30.06%
Number of daily rates quoted 935 1287 1249
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +15.38%
10th Percentile £292 £281 £275
90th Percentile £525 £538 £525
England median daily rate £463 £425 £413
% change year-on-year +8.82% +3.03% +3.13%
Number of hourly rates quoted 3 10 19
Yorkshire median hourly rate £35.00 £14.69 £25.00
Median hourly rate % change year-on-year +138.30% -41.25% -18.03%
10th Percentile £17.76 £13.43 £9.96
90th Percentile £40.50 £44.38 £47.50
England median hourly rate £40.00 £37.50 £37.50
% change year-on-year +6.67% - +10.29%

Entity Framework
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Entity Framework in Yorkshire

Entity Framework
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Entity Framework in Yorkshire

Entity Framework
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Entity Framework in Yorkshire over the 6 months to 24 November 2017.

Contractor daily rate histogram for Entity Framework in Yorkshire

Entity Framework
Contract Job Locations in 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 Yorkshire region over the 6 months to 24 November 2017. 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
West Yorkshire -15 15 £340 -2.86% 14
South Yorkshire -11 7 £325 -4.41% 4
North Yorkshire +9 5 £333 - 3
East Yorkshire - 5 £350 -
Entity Framework
England

For the 6 months to 24 November 2017, 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 Yorkshire region with a requirement for Entity Framework.

1 32 (100.00%) C#
1 32 (100.00%) .NET
1 32 (100.00%) .NET Framework
2 29 (90.63%) MVC
2 29 (90.63%) ASP.NET
3 24 (75.00%) SQL Server
4 21 (65.63%) JavaScript
4 21 (65.63%) ASP.NET MVC
5 20 (62.50%) Microsoft
6 18 (56.25%) TDD
7 16 (50.00%) BDD
7 16 (50.00%) SQL
8 13 (40.63%) Pair Programming
8 13 (40.63%) Software Engineering
8 13 (40.63%) Enterprise Software
9 12 (37.50%) AngularJS
9 12 (37.50%) Git (software)
10 11 (34.38%) Agile Software Development
11 10 (31.25%) Unit Testing
12 9 (28.13%) CSS
12 9 (28.13%) ASP.NET Web API
13 7 (21.88%) HTML
14 5 (15.63%) Finance
14 5 (15.63%) Web Development
14 5 (15.63%) Team Foundation Server
14 5 (15.63%) Microsoft Azure
15 4 (12.50%) Angular 2
15 4 (12.50%) Amazon AWS
15 4 (12.50%) jQuery
15 4 (12.50%) T-SQL

Entity Framework
Co-occurring IT Skills in 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 (6.25%) CMS
2 1 (3.13%) IIS
Cloud Services
1 5 (15.63%) Microsoft Azure
2 4 (12.50%) Amazon AWS
3 3 (9.38%) Amazon CloudWatch
3 3 (9.38%) Google Cloud Platform
4 2 (6.25%) AWS CloudFormation
Database & Business Intelligence
1 24 (75.00%) SQL Server
2 3 (9.38%) MySQL
3 2 (6.25%) MongoDB
3 2 (6.25%) Oracle Database
Development Applications
1 12 (37.50%) Git (software)
2 5 (15.63%) Team Foundation Server
3 3 (9.38%) Bitbucket
3 3 (9.38%) TeamCity
3 3 (9.38%) Visual Studio
4 1 (3.13%) Subversion
4 1 (3.13%) Visual Studio Team System
General
1 5 (15.63%) Finance
2 1 (3.13%) Advertising
Job Titles
1 30 (93.75%) Developer
2 28 (87.50%) .NET Developer
3 19 (59.38%) C# Developer
4 17 (53.13%) C# .NET Developer
5 16 (50.00%) ASP.NET Developer
5 16 (50.00%) ASP.NET MVC Developer
5 16 (50.00%) C# ASP.NET Developer
6 8 (25.00%) Senior .NET Developer
6 8 (25.00%) Senior Developer
7 5 (15.63%) Senior ASP.NET Developer
7 5 (15.63%) Senior ASP.NET MVC Developer
7 5 (15.63%) Senior C# .NET Developer
7 5 (15.63%) Senior C# ASP.NET Developer
7 5 (15.63%) Senior C# Developer
8 4 (12.50%) C# Web Developer
8 4 (12.50%) Web Developer
9 3 (9.38%) .NET Web Developer
10 2 (6.25%) Full Stack Developer
10 2 (6.25%) HTML Developer
10 2 (6.25%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 32 (100.00%) .NET
1 32 (100.00%) .NET Framework
2 29 (90.63%) ASP.NET
3 21 (65.63%) ASP.NET MVC
4 12 (37.50%) AngularJS
5 9 (28.13%) ASP.NET Web API
5 9 (28.13%) CSS
6 7 (21.88%) HTML
7 4 (12.50%) Angular 2
7 4 (12.50%) jQuery
8 3 (9.38%) Ajax
8 3 (9.38%) Elastic Stack
8 3 (9.38%) HTML5
9 2 (6.25%) .NET Core
9 2 (6.25%) ASP.NET Web Forms
9 2 (6.25%) CSS3
9 2 (6.25%) KnockoutJS
9 2 (6.25%) WCF
9 2 (6.25%) Web Services
10 1 (3.13%) RabbitMQ
Miscellaneous
1 13 (40.63%) Enterprise Software
2 1 (3.13%) Greenfield Project
Operating Systems
1 2 (6.25%) Unix
Processes & Methodologies
1 29 (90.63%) MVC
2 18 (56.25%) TDD
3 16 (50.00%) BDD
4 13 (40.63%) Pair Programming
4 13 (40.63%) Software Engineering
5 11 (34.38%) Agile Software Development
6 10 (31.25%) Unit Testing
7 5 (15.63%) Web Development
8 3 (9.38%) Continuous Integration
8 3 (9.38%) Mobile First
8 3 (9.38%) OO
8 3 (9.38%) OOP
8 3 (9.38%) Scrum
8 3 (9.38%) User Acceptance Testing
9 2 (6.25%) API Integration
10 1 (3.13%) E-Commerce
Programming Languages
1 32 (100.00%) C#
2 21 (65.63%) JavaScript
3 16 (50.00%) SQL
4 4 (12.50%) T-SQL
5 2 (6.25%) Bash Shell
6 1 (3.13%) VB.NET
Quality Assurance & Compliance
1 3 (9.38%) GCP
Systems Management
1 3 (9.38%) Grafana
1 3 (9.38%) Prometheus
2 2 (6.25%) Terraform
Vendors
1 20 (62.50%) Microsoft
2 3 (9.38%) Oracle
2 3 (9.38%) Splunk
3 2 (6.25%) Telerik