Period
to 25 February 2018

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 25 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
England > Yorkshire
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 151 119 153
Rank change year-on-year -32 +34 -30
Contract jobs citing Entity Framework 42 71 60
As % of all contract IT jobs advertised in Yorkshire 0.92% 1.54% 1.02%
As % of the Libraries, Frameworks & Software Standards category 3.11% 4.70% 3.36%
Number of daily rates quoted 28 51 48
Yorkshire median daily rate £325 £339 £325
Median daily rate % change year-on-year -4.13% +4.31% +3.17%
10th Percentile £287 £265 £284
90th Percentile £397 £380 £464
England median daily rate £388 £350 £350
% change year-on-year +10.71% - -
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £22.50 £31.14 £43.75
% change year-on-year -27.74% -28.83% +25.00%

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 1,352 1,511 1,787
As % of all contract IT jobs advertised in Yorkshire 29.60% 32.83% 30.42%
Number of daily rates quoted 967 1,025 1,205
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +11.11%
10th Percentile £288 £275 £275
90th Percentile £538 £538 £540
England median daily rate £475 £438 £425
% change year-on-year +8.57% +2.94% +6.25%
Number of hourly rates quoted 7 11 13
Yorkshire median hourly rate £41.00 £14.87 £32.50
Median hourly rate % change year-on-year +175.82% -54.26% -18.75%
10th Percentile £26.38 £13.50 £9.00
90th Percentile £42.10 £43.75 £44.00
England median hourly rate £40.75 £40.00 £38.50
% change year-on-year +1.88% +3.90% +10.00%

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 25 February 2018.

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 25 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
West Yorkshire -19 26 £340 +0.29% 24
North Yorkshire +1 8 £313 -10.71% 9
South Yorkshire -3 7 - - 2
East Yorkshire - 1 - - 1
Entity Framework
England

For the 6 months to 25 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 Yorkshire region with a requirement for Entity Framework.

1 42 (100.00%) .NET
1 42 (100.00%) .NET Framework
2 41 (97.62%) C#
3 35 (83.33%) ASP.NET
4 32 (76.19%) SQL Server
5 31 (73.81%) MVC
6 21 (50.00%) JavaScript
7 20 (47.62%) Agile Software Development
8 17 (40.48%) TDD
9 16 (38.10%) AngularJS
9 16 (38.10%) SQL
9 16 (38.10%) CSS
10 15 (35.71%) HTML
10 15 (35.71%) ASP.NET MVC
11 14 (33.33%) Microsoft
11 14 (33.33%) BDD
12 12 (28.57%) ASP.NET Web API
13 11 (26.19%) CSS3
13 11 (26.19%) HTML5
14 10 (23.81%) Visual Studio
15 9 (21.43%) T-SQL
16 8 (19.05%) Pair Programming
16 8 (19.05%) TeamCity
16 8 (19.05%) Angular 2
16 8 (19.05%) Enterprise Software
17 7 (16.67%) Git (software)
17 7 (16.67%) Continuous Integration
17 7 (16.67%) Software Engineering
17 7 (16.67%) Finance
18 6 (14.29%) GCP

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 (4.76%) Apache
1 2 (4.76%) CMS
1 2 (4.76%) Elasticsearch
1 2 (4.76%) nginx
Cloud Services
1 6 (14.29%) Amazon AWS
1 6 (14.29%) Amazon CloudWatch
1 6 (14.29%) Google Cloud Platform
1 6 (14.29%) Microsoft Azure
2 2 (4.76%) AWS CloudFormation
Communications & Networking
1 2 (4.76%) AMQP
2 1 (2.38%) HTTP
Database & Business Intelligence
1 32 (76.19%) SQL Server
2 6 (14.29%) MySQL
3 2 (4.76%) Apache Cassandra
3 2 (4.76%) MongoDB
3 2 (4.76%) Oracle Database
3 2 (4.76%) SQL Server 2014
4 1 (2.38%) NoSQL
4 1 (2.38%) SQL Server 2008
Development Applications
1 10 (23.81%) Visual Studio
2 8 (19.05%) TeamCity
3 7 (16.67%) Git (software)
4 6 (14.29%) Bitbucket
4 6 (14.29%) Team Foundation Server
5 2 (4.76%) Chocolatey
5 2 (4.76%) Octopus Deploy
5 2 (4.76%) Psake
6 1 (2.38%) Grunt
6 1 (2.38%) gulp
General
1 7 (16.67%) Finance
Job Titles
1 40 (95.24%) Developer
2 34 (80.95%) .NET Developer
3 19 (45.24%) C# Developer
4 17 (40.48%) C# .NET Developer
5 11 (26.19%) ASP.NET Developer
5 11 (26.19%) C# ASP.NET Developer
6 10 (23.81%) ASP.NET MVC Developer
7 6 (14.29%) Senior .NET Developer
7 6 (14.29%) Senior Developer
8 4 (9.52%) Full Stack Developer
9 2 (4.76%) .NET Web Developer
9 2 (4.76%) C# Web Developer
9 2 (4.76%) HTML Developer
9 2 (4.76%) JavaScript Developer
9 2 (4.76%) Web Developer
10 1 (2.38%) .NET Software Engineer
10 1 (2.38%) Lead Developer
10 1 (2.38%) Lead Software Engineer
10 1 (2.38%) Software Engineer
10 1 (2.38%) SQL Developer
Libraries, Frameworks & Software Standards
1 42 (100.00%) .NET
1 42 (100.00%) .NET Framework
2 35 (83.33%) ASP.NET
3 16 (38.10%) AngularJS
3 16 (38.10%) CSS
4 15 (35.71%) ASP.NET MVC
4 15 (35.71%) HTML
5 12 (28.57%) ASP.NET Web API
6 11 (26.19%) CSS3
6 11 (26.19%) HTML5
7 8 (19.05%) Angular 2
8 6 (14.29%) .NET Core
8 6 (14.29%) Elastic Stack
8 6 (14.29%) WCF
9 4 (9.52%) jQuery
10 3 (7.14%) Ajax
10 3 (7.14%) React
10 3 (7.14%) Web Services
11 2 (4.76%) Sass
11 2 (4.76%) Twitter Bootstrap
Miscellaneous
1 8 (19.05%) Enterprise Software
2 2 (4.76%) Greenfield Project
Operating Systems
1 2 (4.76%) Linux
1 2 (4.76%) Unix
Processes & Methodologies
1 31 (73.81%) MVC
2 20 (47.62%) Agile Software Development
3 17 (40.48%) TDD
4 14 (33.33%) BDD
5 8 (19.05%) Pair Programming
6 7 (16.67%) Continuous Integration
6 7 (16.67%) Software Engineering
7 6 (14.29%) API Integration
7 6 (14.29%) Mobile First
7 6 (14.29%) Unit Testing
8 4 (9.52%) OOP
9 3 (7.14%) DevOps
9 3 (7.14%) OO
9 3 (7.14%) Scrum
9 3 (7.14%) User Acceptance Testing
9 3 (7.14%) Web Development
10 2 (4.76%) E-Commerce
10 2 (4.76%) Mentoring
11 1 (2.38%) Integration Testing
11 1 (2.38%) Requirements Analysis
Programming Languages
1 41 (97.62%) C#
2 21 (50.00%) JavaScript
3 16 (38.10%) SQL
4 9 (21.43%) T-SQL
5 2 (4.76%) Bash Shell
5 2 (4.76%) PowerShell
6 1 (2.38%) TypeScript
6 1 (2.38%) VB.NET
Qualifications
1 1 (2.38%) Security Cleared
Quality Assurance & Compliance
1 6 (14.29%) GCP
System Software
1 1 (2.38%) Docker
Systems Management
1 6 (14.29%) Grafana
1 6 (14.29%) Prometheus
2 2 (4.76%) Ansible
2 2 (4.76%) Terraform
Vendors
1 14 (33.33%) Microsoft
2 6 (14.29%) Splunk
3 3 (7.14%) Oracle
4 1 (2.38%) Xamarin