Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Entity Framework skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Entity Framework over the 6 months to 19 January 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > East of England
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 164 125 123
Rank change year-on-year -39 -2 +97
Permanent jobs citing Entity Framework 204 297 348
As % of all permanent IT jobs advertised in the East of England 1.72% 2.40% 2.35%
As % of the Libraries, Frameworks & Software Standards category 4.30% 6.03% 6.41%
Number of salaries quoted 189 298 328
East of England median annual salary £42,500 £40,000 £47,500
Median salary % change year-on-year +6.25% -15.79% +11.76%
10th Percentile £32,000 £31,250 £32,500
90th Percentile £60,250 £56,625 £61,250
England median annual salary £45,000 £45,000 £45,000

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 permanent job vacancies advertised in the East of England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
East of England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,746 4,927 5,431
As % of all permanent IT jobs advertised in the East of England 39.95% 39.73% 36.64%
Number of salaries quoted 4,008 4,228 4,746
East of England median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £30,000 £27,500 £26,250
90th Percentile £70,000 £67,500 £65,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Entity Framework
Job Vacancy Trend in the East of England

Job postings citing Entity Framework as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Entity Framework in the East of England

Entity Framework
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Entity Framework in the East of England.

Salary trend for Entity Framework in the East of England

Entity Framework
Salary Histogram in the East of England

The salary distribution of IT jobs citing Entity Framework in the East of England over the 6 months to 19 January 2018.

Salary histogram for Entity Framework in the East of England

Entity Framework
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the East of England region over the 6 months to 19 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire -43 86 £35,000 -12.50% 10
Cambridgeshire -5 58 £42,500 -22.73% 7
Essex 0 34 £45,000 +18.42% 10
Suffolk +2 15 £40,000 -6.98% 1
Norfolk -1 6 £36,500 +12.31% 1
Bedfordshire +19 5 £35,000 -9.09% 1
Entity Framework
England

For the 6 months to 19 January 2018, IT 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 job ads across the East of England region with a requirement for Entity Framework.

1 197 (96.57%) C#
2 186 (91.18%) .NET
3 184 (90.20%) MVC
4 183 (89.71%) .NET Framework
5 166 (81.37%) SQL Server
6 159 (77.94%) ASP.NET
7 146 (71.57%) ASP.NET MVC
8 130 (63.73%) JavaScript
9 129 (63.24%) ASP.NET Web API
10 108 (52.94%) AngularJS
11 105 (51.47%) Agile Software Development
12 101 (49.51%) WCF
13 92 (45.10%) TDD
14 88 (43.14%) RESTful
15 82 (40.20%) HTML
16 81 (39.71%) NoSQL
17 78 (38.24%) BDD
17 78 (38.24%) Web Application Development
18 76 (37.25%) Git (software)
19 75 (36.76%) jQuery
19 75 (36.76%) CSS
20 70 (34.31%) SQL
20 70 (34.31%) Node.js
21 69 (33.82%) ASP.NET MVC 5
22 68 (33.33%) SQL Server 2016
22 68 (33.33%) Ruby
22 68 (33.33%) Code First Entity Framework
23 54 (26.47%) KnockoutJS
24 44 (21.57%) Microsoft
25 42 (20.59%) Twitter Bootstrap

Entity Framework
Co-occurring IT Skills in the East of England 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 (3.43%) IIS
2 4 (1.96%) CMS
3 2 (0.98%) SharePoint
3 2 (0.98%) Umbraco
4 1 (0.49%) SharePoint 2013
4 1 (0.49%) Skype for Business
Cloud Services
1 35 (17.16%) Microsoft Azure
2 9 (4.41%) Amazon AWS
3 8 (3.92%) SaaS
4 2 (0.98%) GitHub
5 1 (0.49%) Asana
5 1 (0.49%) Cloud Computing
5 1 (0.49%) Office 365
5 1 (0.49%) Serverless
Communications & Networking
1 7 (3.43%) Internet
2 3 (1.47%) DNS
2 3 (1.47%) HTTP
2 3 (1.47%) IMAP
2 3 (1.47%) SMTP
2 3 (1.47%) TCP/IP
3 1 (0.49%) SMS
Database & Business Intelligence
1 166 (81.37%) SQL Server
2 81 (39.71%) NoSQL
3 68 (33.33%) SQL Server 2016
4 17 (8.33%) SQL Server 2012
5 14 (6.86%) Relational Database
6 12 (5.88%) SQL Server 2008
7 11 (5.39%) SQL Server Integration Services
7 11 (5.39%) SQL Server Reporting Services
8 10 (4.90%) Redis
9 8 (3.92%) MongoDB
10 7 (3.43%) SQL Server 2014
11 2 (0.98%) MySQL
12 1 (0.49%) Big Data
12 1 (0.49%) Hadoop
12 1 (0.49%) MS Access
12 1 (0.49%) SQL Server Analysis Services
Development Applications
1 76 (37.25%) Git (software)
2 40 (19.61%) Visual Studio
3 23 (11.27%) Team Foundation Server
4 13 (6.37%) Moq
5 11 (5.39%) NUnit
5 11 (5.39%) SpecFlow
6 9 (4.41%) Octopus Deploy
7 8 (3.92%) TeamCity
8 6 (2.94%) Jasmine
8 6 (2.94%) Protractor
9 5 (2.45%) Selenium
10 4 (1.96%) JIRA
11 3 (1.47%) ReSharper
11 3 (1.47%) SQL Server Management Studio (SSMS)
12 2 (0.98%) Grunt
13 1 (0.49%) Bitbucket
13 1 (0.49%) Fiddler
13 1 (0.49%) gulp
13 1 (0.49%) Jenkins
13 1 (0.49%) Mercurial
General
1 26 (12.75%) Music Industry
2 14 (6.86%) Finance
3 7 (3.43%) Games
3 7 (3.43%) Legal
4 6 (2.94%) Marketing
5 4 (1.96%) Advertising
6 2 (0.98%) Banking
7 1 (0.49%) Local Government
7 1 (0.49%) Telecoms
Job Titles
1 194 (95.10%) Developer
2 140 (68.63%) .NET Developer
3 68 (33.33%) C# Developer
4 41 (20.10%) C# .NET Developer
5 34 (16.67%) Senior Developer
6 29 (14.22%) ASP.NET Developer
7 28 (13.73%) C# ASP.NET Developer
7 28 (13.73%) Senior .NET Developer
8 20 (9.80%) ASP.NET MVC Developer
8 20 (9.80%) Software Developer
9 19 (9.31%) .NET Software Developer
10 15 (7.35%) C# Software Developer
10 15 (7.35%) SQL Developer
11 14 (6.86%) Web Developer
12 13 (6.37%) Software Engineer
13 12 (5.88%) Front End Developer (Client-Side Developer)
13 12 (5.88%) Full Stack Developer
13 12 (5.88%) JavaScript Developer
14 11 (5.39%) Developer/Software Engineer
15 9 (4.41%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 186 (91.18%) .NET
2 183 (89.71%) .NET Framework
3 159 (77.94%) ASP.NET
4 146 (71.57%) ASP.NET MVC
5 129 (63.24%) ASP.NET Web API
6 108 (52.94%) AngularJS
7 101 (49.51%) WCF
8 88 (43.14%) RESTful
9 82 (40.20%) HTML
10 75 (36.76%) CSS
10 75 (36.76%) jQuery
11 70 (34.31%) Node.js
12 69 (33.82%) ASP.NET MVC 5
13 68 (33.33%) Code First Entity Framework
14 54 (26.47%) KnockoutJS
15 42 (20.59%) Twitter Bootstrap
16 27 (13.24%) HTML5
17 26 (12.75%) Web Services
17 26 (12.75%) XML
18 20 (9.80%) LINQ
Miscellaneous
1 26 (12.75%) Social Network
2 13 (6.37%) Greenfield Project
3 10 (4.90%) Social Media
4 8 (3.92%) Enterprise Software
5 7 (3.43%) Fintech
6 4 (1.96%) Analytical Skills
7 2 (0.98%) Data Structures
7 2 (0.98%) Mobile App
7 2 (0.98%) W3C
8 1 (0.49%) Computer Science
8 1 (0.49%) Driving Licence
8 1 (0.49%) PMI
8 1 (0.49%) User Experience
Operating Systems
1 22 (10.78%) Windows
2 7 (3.43%) Android
3 4 (1.96%) Linux
4 3 (1.47%) Apple iOS
5 2 (0.98%) Windows Server
6 1 (0.49%) Windows Mobile
Processes & Methodologies
1 184 (90.20%) MVC
2 105 (51.47%) Agile Software Development
3 92 (45.10%) TDD
4 78 (38.24%) BDD
4 78 (38.24%) Web Application Development
5 35 (17.16%) Web Development
6 34 (16.67%) SDLC
7 29 (14.22%) OO
8 27 (13.24%) High Availability
9 24 (11.76%) Scrum
10 18 (8.82%) SOLID
11 16 (7.84%) Microservices
11 16 (7.84%) Unit Testing
12 15 (7.35%) Front End Development
12 15 (7.35%) Software Engineering
13 13 (6.37%) Mobile Development
14 12 (5.88%) Mentoring
15 10 (4.90%) CQRS
16 9 (4.41%) Stakeholder Engagement
17 8 (3.92%) API Development
Programming Languages
1 197 (96.57%) C#
2 130 (63.73%) JavaScript
3 70 (34.31%) SQL
4 68 (33.33%) Ruby
5 38 (18.63%) T-SQL
6 23 (11.27%) TypeScript
7 11 (5.39%) VB.NET
8 5 (2.45%) C
9 2 (0.98%) ES6
10 1 (0.49%) Bourne shell
10 1 (0.49%) PHP
10 1 (0.49%) VB
10 1 (0.49%) VB6
10 1 (0.49%) VBScript
Qualifications
1 3 (1.47%) Degree
2 1 (0.49%) DBS Check
2 1 (0.49%) MBA
2 1 (0.49%) Microsoft Certification
2 1 (0.49%) PMI Certification
2 1 (0.49%) PMP
Quality Assurance & Compliance
1 8 (3.92%) QA
2 1 (0.49%) SLA
System Software
1 1 (0.49%) Active Directory
Vendors
1 44 (21.57%) Microsoft
2 8 (3.92%) Google
3 5 (2.45%) Xamarin
4 3 (1.47%) Twitter
5 1 (0.49%) New Relic
5 1 (0.49%) Sony
5 1 (0.49%) Telerik