Period
to 23 October 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 23 October 2017 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > North West
6 months to
23 Oct 2017
Same period 2016 Same period 2015
Rank 108 98 146
Rank change year-on-year -10 +48 -43
Permanent jobs citing Entity Framework 366 387 288
As % of all permanent IT jobs advertised in the North West 2.84% 3.19% 2.20%
As % of the Libraries, Frameworks & Software Standards category 6.42% 7.69% 5.50%
Number of salaries quoted 329 373 259
North West median annual salary £40,000 £40,000 £40,000
10th Percentile £22,500 £22,550 £27,500
90th Percentile £52,500 £53,750 £56,250
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 North West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5698 5032 5237
As % of all permanent IT jobs advertised in the North West 44.23% 41.45% 40.05%
Number of salaries quoted 4724 4368 4481
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £25,750 £25,500
90th Percentile £62,500 £57,500 £55,000
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 North West

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

Job vacancy trend for Entity Framework in the North West

Entity Framework
Salary Trend in the North West

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

Salary trend for Entity Framework in the North West

Entity Framework
Salary Histogram in the North West

The salary distribution of IT jobs citing Entity Framework in the North West over the 6 months to 23 October 2017.

Salary histogram for Entity Framework in the North West

Entity Framework
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the North West region over the 6 months to 23 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -20 219 £42,500 - 20
Cheshire -38 76 £40,000 -5.88% 7
Lancashire +28 45 £35,000 - 3
Merseyside -7 24 £37,750 -5.63% 1
Entity Framework
England

For the 6 months to 23 October 2017, 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 North West region with a requirement for Entity Framework.

1 365 (99.73%) C#
2 364 (99.45%) .NET
2 364 (99.45%) .NET Framework
3 335 (91.53%) MVC
4 298 (81.42%) ASP.NET
5 258 (70.49%) SQL Server
6 243 (66.39%) ASP.NET MVC
7 209 (57.10%) JavaScript
8 197 (53.83%) AngularJS
9 188 (51.37%) Agile Software Development
10 181 (49.45%) TDD
11 178 (48.63%) ASP.NET Web API
12 169 (46.17%) WCF
13 141 (38.52%) Twitter Bootstrap
14 130 (35.52%) SQL
15 124 (33.88%) HTML
16 118 (32.24%) jQuery
17 117 (31.97%) CSS
18 113 (30.87%) Web Services
19 109 (29.78%) RESTful
20 108 (29.51%) BDD
21 98 (26.78%) Web Application Development
22 96 (26.23%) Microsoft Azure
22 96 (26.23%) Ruby
23 92 (25.14%) Git (software)
24 87 (23.77%) Dependency Injection
25 84 (22.95%) KnockoutJS
25 84 (22.95%) ASP.NET MVC 5
26 82 (22.40%) NoSQL
27 79 (21.58%) Node.js

Entity Framework
Co-occurring IT Skills in the North West 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 32 (8.74%) Elasticsearch
2 12 (3.28%) NServiceBus
3 9 (2.46%) SharePoint
4 8 (2.19%) CMS
5 7 (1.91%) BizTalk Server
5 7 (1.91%) Umbraco
6 6 (1.64%) IIS
7 5 (1.37%) EPiServer
7 5 (1.37%) Oracle SOA Suite
8 2 (0.55%) Sitecore CMS
9 1 (0.27%) Kentico
9 1 (0.27%) SAS
9 1 (0.27%) WordPress
Applications
1 7 (1.91%) Microsoft Excel
Cloud Services
1 96 (26.23%) Microsoft Azure
2 58 (15.85%) Amazon AWS
3 7 (1.91%) npm
4 5 (1.37%) Azure Active Directory
4 5 (1.37%) PaaS
5 4 (1.09%) Cloud Computing
5 4 (1.09%) Office 365
5 4 (1.09%) SaaS
6 2 (0.55%) GitHub
7 1 (0.27%) Amazon EC2
7 1 (0.27%) Amazon S3
7 1 (0.27%) Azure Machine Learning
Communications & Networking
1 19 (5.19%) HTTP
2 12 (3.28%) Internet
3 7 (1.91%) Ethernet
3 7 (1.91%) RS-232
3 7 (1.91%) TCP/IP
3 7 (1.91%) WinSCP
4 4 (1.09%) Broadband
5 2 (0.55%) SMS
6 1 (0.27%) Intranet
Database & Business Intelligence
1 258 (70.49%) SQL Server
2 82 (22.40%) NoSQL
3 76 (20.77%) SQL Server 2016
4 43 (11.75%) MongoDB
5 38 (10.38%) SQL Server 2014
6 36 (9.84%) SQL Server Reporting Services
7 29 (7.92%) MySQL
8 21 (5.74%) SQL Server Integration Services
9 18 (4.92%) SQL Server 2012
10 17 (4.64%) SQL Server 2008
11 15 (4.10%) Relational Database
12 13 (3.55%) RDBMS
13 5 (1.37%) DB2
13 5 (1.37%) DocumentDB
13 5 (1.37%) PostgreSQL
13 5 (1.37%) Qlik Sense
13 5 (1.37%) SQL Server Analysis Services
14 3 (0.82%) Apache Cassandra
14 3 (0.82%) CouchDB
15 2 (0.55%) SQL Server 2005
Development Applications
1 92 (25.14%) Git (software)
2 41 (11.20%) Team Foundation Server
3 40 (10.93%) Visual Studio
4 38 (10.38%) TeamCity
5 22 (6.01%) Subversion
6 20 (5.46%) Selenium
7 16 (4.37%) JIRA
8 13 (3.55%) SpecFlow
9 12 (3.28%) MSTest
10 11 (3.01%) FxCop
11 8 (2.19%) NUnit
11 8 (2.19%) StyleCop
12 7 (1.91%) Microsoft Blend
12 7 (1.91%) MSI
12 7 (1.91%) NuGet
12 7 (1.91%) Octopus Deploy
12 7 (1.91%) WiX
13 4 (1.09%) Bitbucket
13 4 (1.09%) Mercurial
14 3 (0.82%) Protractor
General
1 64 (17.49%) Games
2 33 (9.02%) Retail
3 21 (5.74%) Finance
4 16 (4.37%) Music Industry
5 10 (2.73%) Marketing
6 8 (2.19%) Law
7 6 (1.64%) Advertising
7 6 (1.64%) Back Office
7 6 (1.64%) Legal
7 6 (1.64%) Manufacturing
8 3 (0.82%) Banking
9 1 (0.27%) Aerospace
9 1 (0.27%) Automotive
9 1 (0.27%) Telecoms
Job Titles
1 312 (85.25%) Developer
2 228 (62.30%) .NET Developer
3 112 (30.60%) C# Developer
4 84 (22.95%) C# .NET Developer
5 48 (13.11%) ASP.NET Developer
6 47 (12.84%) C# ASP.NET Developer
6 47 (12.84%) Senior Developer
7 46 (12.57%) Junior
8 44 (12.02%) ASP.NET MVC Developer
9 43 (11.75%) Graduate
10 41 (11.20%) Junior Developer
11 38 (10.38%) Junior .NET Developer
12 35 (9.56%) Graduate Developer
13 34 (9.29%) Graduate .NET Developer
14 31 (8.47%) Software Developer
15 21 (5.74%) Software Engineer
16 19 (5.19%) Senior .NET Developer
17 18 (4.92%) C# Software Developer
18 15 (4.10%) .NET Software Developer
19 14 (3.83%) Web Developer
Libraries, Frameworks & Software Standards
1 364 (99.45%) .NET
1 364 (99.45%) .NET Framework
2 298 (81.42%) ASP.NET
3 243 (66.39%) ASP.NET MVC
4 197 (53.83%) AngularJS
5 178 (48.63%) ASP.NET Web API
6 169 (46.17%) WCF
7 141 (38.52%) Twitter Bootstrap
8 124 (33.88%) HTML
9 118 (32.24%) jQuery
10 117 (31.97%) CSS
11 113 (30.87%) Web Services
12 109 (29.78%) RESTful
13 84 (22.95%) ASP.NET MVC 5
13 84 (22.95%) KnockoutJS
14 79 (21.58%) Node.js
15 70 (19.13%) WPF
16 62 (16.94%) Code First Entity Framework
17 53 (14.48%) HTML5
18 51 (13.93%) LINQ
Miscellaneous
1 34 (9.29%) Analytical Skills
1 34 (9.29%) Computer Science
2 20 (5.46%) Enterprise Software
2 20 (5.46%) User Experience
3 19 (5.19%) Management Information System
4 16 (4.37%) Mobile App
5 13 (3.55%) Greenfield Project
6 11 (3.01%) Driving Licence
6 11 (3.01%) Social Network
7 9 (2.46%) Data Structures
7 9 (2.46%) Fintech
7 9 (2.46%) N-Tier
8 7 (1.91%) Industrial Internet of Things
8 7 (1.91%) Internet of Things
9 5 (1.37%) FMCG
10 4 (1.09%) Raspberry Pi
11 3 (0.82%) Life Science
11 3 (0.82%) Online Banking
12 1 (0.27%) EPoS
12 1 (0.27%) RIA
Operating Systems
1 50 (13.66%) Windows
2 9 (2.46%) Android
3 7 (1.91%) Linux
3 7 (1.91%) Mac OS
3 7 (1.91%) Windows Embedded Compact
4 3 (0.82%) Apple iOS
5 1 (0.27%) Windows 10
Processes & Methodologies
1 335 (91.53%) MVC
2 188 (51.37%) Agile Software Development
3 181 (49.45%) TDD
4 108 (29.51%) BDD
5 98 (26.78%) Web Application Development
6 87 (23.77%) Dependency Injection
7 71 (19.40%) Web Development
8 68 (18.58%) Scrum
9 56 (15.30%) Kanban
10 55 (15.03%) Unit Testing
11 48 (13.11%) Continuous Integration
12 47 (12.84%) Multithreading
12 47 (12.84%) OO
13 40 (10.93%) Software Engineering
14 34 (9.29%) DevOps
15 30 (8.20%) SOLID
16 29 (7.92%) SOA
17 27 (7.38%) Test Automation
18 25 (6.83%) MVVM
18 25 (6.83%) Workflow
Programming Languages
1 365 (99.73%) C#
2 209 (57.10%) JavaScript
3 130 (35.52%) SQL
4 96 (26.23%) Ruby
5 49 (13.39%) T-SQL
6 31 (8.47%) F#
7 26 (7.10%) VB.NET
8 20 (5.46%) Java
8 20 (5.46%) TypeScript
9 11 (3.01%) XAML
10 8 (2.19%) C
10 8 (2.19%) C++
11 7 (1.91%) XPath
12 5 (1.37%) XQuery
13 4 (1.09%) Objective-C
13 4 (1.09%) PowerShell
14 3 (0.82%) Apple Swift
14 3 (0.82%) PHP
14 3 (0.82%) Scala
14 3 (0.82%) VB
Qualifications
1 30 (8.20%) Degree
2 4 (1.09%) Microsoft Certification
3 2 (0.55%) Computer Science Degree
Quality Assurance & Compliance
1 23 (6.28%) QA
2 4 (1.09%) HIPAA
3 2 (0.55%) ISO 9001
3 2 (0.55%) ISO/IEC 27001
4 1 (0.27%) PMO
4 1 (0.27%) TickIT
System Software
1 7 (1.91%) Docker
2 5 (1.37%) Active Directory
3 1 (0.27%) Firmware
Systems Management
1 31 (8.47%) Kibana
Vendors
1 77 (21.04%) Microsoft
2 31 (8.47%) Google
3 13 (3.55%) Oracle
4 12 (3.28%) Xamarin
5 5 (1.37%) DevExpress
5 5 (1.37%) Facebook
5 5 (1.37%) Telerik
6 4 (1.09%) JD Edwards
6 4 (1.09%) SAP
6 4 (1.09%) Sitecore
7 1 (0.27%) Pegasus
7 1 (0.27%) RedGate