Period
to 14 July 2020

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes 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 14 July 2020 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
Buckinghamshire > Milton Keynes
6 months to
14 Jul 2020
Same period 2019 Same period 2018
Rank 48 81 98
Rank change year-on-year +33 +17 +13
Contract jobs citing Entity Framework 9 10 8
As % of all contract jobs advertised in Milton Keynes 2.03% 0.89% 0.51%
As % of the Libraries, Frameworks & Software Standards category 9.68% 3.38% 1.52%
Number of daily rates quoted 1 10 7
Median daily rate £425 £413 £415
Median daily rate % change year-on-year +3.03% -0.60% +3.75%
10th Percentile £413 £338 £345
90th Percentile £438 £556 £538
Buckinghamshire median daily rate £425 £380 £413
% change year-on-year +11.84% -7.88% +7.14%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
Buckinghamshire 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 Milton Keynes with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Milton Keynes
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 93 296 525
As % of all contract IT jobs advertised in Milton Keynes 20.95% 26.31% 33.23%
Number of daily rates quoted 65 163 307
Median daily rate £477 £450 £425
Median daily rate % change year-on-year +6.07% +5.88% +9.68%
10th Percentile £304 £332 £323
90th Percentile £550 £632 £556
Buckinghamshire median daily rate £453 £436 £425
% change year-on-year +3.76% +2.65% +9.68%
Number of hourly rates quoted 7 1 1
Median hourly rate £35.00 £46.67 £55.00
Median hourly rate % change year-on-year -25.01% -15.15% -
10th Percentile £30.75 £46.67 £52.50
90th Percentile £51.60 £46.67 £57.50
Median hourly rate £35.00 £34.00 £42.50
% change year-on-year +2.94% -20.00% +46.55%

Entity Framework
Job Vacancy Trend in Milton Keynes

Job postings citing Entity Framework as a proportion of all IT jobs advertised in Milton Keynes.

Job vacancy trend for Entity Framework in Milton Keynes

Entity Framework
Contractor Daily Rate Trend in Milton Keynes

3-month moving average daily rate quoted in jobs citing Entity Framework in Milton Keynes.

Daily rate trend for Entity Framework in Milton Keynes

For the 6 months to 14 July 2020, 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 Milton Keynes region with a requirement for Entity Framework.

1 9 (100.00%) .NET
1 9 (100.00%) .NET Framework
2 8 (88.89%) Agile Software Development
2 8 (88.89%) C#
2 8 (88.89%) JavaScript
3 7 (77.78%) SQL
3 7 (77.78%) HTML
3 7 (77.78%) SQL Server
3 7 (77.78%) IIS
3 7 (77.78%) CSS
3 7 (77.78%) MVC
3 7 (77.78%) Migration
3 7 (77.78%) Scrum
3 7 (77.78%) LINQ
4 6 (66.67%) MCPD
4 6 (66.67%) Web Development
4 6 (66.67%) Dynamics CRM
4 6 (66.67%) MCITP
4 6 (66.67%) Data Migration
4 6 (66.67%) SQL Server 2008
4 6 (66.67%) CRM
4 6 (66.67%) SharePoint
4 6 (66.67%) Microsoft
4 6 (66.67%) Microsoft Certification
4 6 (66.67%) Web Services
4 6 (66.67%) XML
4 6 (66.67%) XSL
4 6 (66.67%) MCAD
4 6 (66.67%) Microsoft Office
4 6 (66.67%) T-SQL

Entity Framework
Co-occurring IT Skills in Milton Keynes 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 7 (77.78%) IIS
2 6 (66.67%) SharePoint
3 1 (11.11%) Apache
3 1 (11.11%) OpenWhisk
Applications
1 6 (66.67%) Microsoft Office
Business Applications
1 6 (66.67%) Dynamics CRM
Cloud Services
1 2 (22.22%) AWS
2 1 (11.11%) Amazon SQS
2 1 (11.11%) AWS CloudFormation
2 1 (11.11%) AWS Lambda
2 1 (11.11%) Azure
2 1 (11.11%) Azure Functions
2 1 (11.11%) PaaS
2 1 (11.11%) Serverless
Database & Business Intelligence
1 7 (77.78%) SQL Server
2 6 (66.67%) SQL Server 2008
3 1 (11.11%) PostgreSQL
Development Applications
1 6 (66.67%) Team Foundation Server
2 2 (22.22%) Visual Studio
3 1 (11.11%) Atlassian Bamboo
3 1 (11.11%) Git (software)
3 1 (11.11%) Jenkins
3 1 (11.11%) Octopus Deploy
3 1 (11.11%) TeamCity
3 1 (11.11%) Visual Studio Code
3 1 (11.11%) Visual Studio Team System
General
1 1 (11.11%) Finance
Job Titles
1 9 (100.00%) Developer
2 3 (33.33%) CRM Developer
3 2 (22.22%) .NET Developer
3 2 (22.22%) Dynamics CRM Developer
4 1 (11.11%) Applications Developer
4 1 (11.11%) AWS Developer
4 1 (11.11%) C# Developer
4 1 (11.11%) Lead Developer
4 1 (11.11%) Senior .NET Developer
4 1 (11.11%) Senior Developer
4 1 (11.11%) SQL Developer
4 1 (11.11%) Web Applications Developer
4 1 (11.11%) Web Developer
Libraries, Frameworks & Software Standards
1 9 (100.00%) .NET
1 9 (100.00%) .NET Framework
2 7 (77.78%) CSS
2 7 (77.78%) HTML
2 7 (77.78%) LINQ
3 6 (66.67%) Web Services
3 6 (66.67%) XML
3 6 (66.67%) XSL
4 2 (22.22%) .NET Core
4 2 (22.22%) ASP.NET
5 1 (11.11%) ASP.NET MVC
5 1 (11.11%) ASP.NET Web API
5 1 (11.11%) Dapper ORM
5 1 (11.11%) jQuery
5 1 (11.11%) NHibernate
5 1 (11.11%) RabbitMQ
5 1 (11.11%) REST
Miscellaneous
1 1 (11.11%) CESG
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Windows
Processes & Methodologies
1 8 (88.89%) Agile Software Development
2 7 (77.78%) Migration
2 7 (77.78%) MVC
2 7 (77.78%) Scrum
3 6 (66.67%) CRM
3 6 (66.67%) Data Migration
3 6 (66.67%) Virtual Environments
3 6 (66.67%) Web Development
4 2 (22.22%) TDD
5 1 (11.11%) Business Intelligence
5 1 (11.11%) Deployment Automation
5 1 (11.11%) DevOps
5 1 (11.11%) Domain-Driven Design
5 1 (11.11%) Event-Driven Architecture
5 1 (11.11%) Infrastructure as Code
5 1 (11.11%) Mentoring
5 1 (11.11%) SOLID
5 1 (11.11%) Statistics
Programming Languages
1 8 (88.89%) C#
1 8 (88.89%) JavaScript
2 7 (77.78%) SQL
3 6 (66.67%) T-SQL
4 1 (11.11%) Bash Shell
4 1 (11.11%) PowerShell
4 1 (11.11%) TypeScript
Qualifications
1 6 (66.67%) MCAD
1 6 (66.67%) MCITP
1 6 (66.67%) MCPD
1 6 (66.67%) Microsoft Certification
2 5 (55.56%) SC Cleared
2 5 (55.56%) Security Cleared
3 3 (33.33%) DV Cleared
4 1 (11.11%) MCP
System Software
1 2 (22.22%) Docker
Systems Management
1 2 (22.22%) Kubernetes
1 2 (22.22%) Terraform
Vendors
1 6 (66.67%) Microsoft