Period
to 17 November 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > North West
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 120 95 135
Rank change year-on-year -25 +40 -19
Permanent jobs citing Entity Framework 348 405 297
As % of all permanent IT jobs advertised in the North West 2.63% 3.25% 2.27%
As % of the Libraries, Frameworks & Software Standards category 5.93% 7.76% 5.75%
Number of salaries quoted 316 391 273
North West median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +9.68%
10th Percentile £22,500 £25,000 £27,500
90th Percentile £53,750 £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 5865 5217 5166
As % of all permanent IT jobs advertised in the North West 44.38% 41.81% 39.44%
Number of salaries quoted 4880 4547 4440
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 £26,250 £25,000
90th Percentile £62,500 £58,750 £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 17 November 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 17 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -21 224 £42,500 - 16
Cheshire -55 67 £45,000 +5.88% 6
Lancashire +27 42 £35,000 -6.67% 6
Merseyside -18 12 £37,500 -6.25% 2
Entity Framework
England

For the 6 months to 17 November 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.

1 347 (99.71%) C#
2 346 (99.43%) .NET
2 346 (99.43%) .NET Framework
3 317 (91.09%) MVC
4 283 (81.32%) ASP.NET
5 240 (68.97%) SQL Server
6 234 (67.24%) ASP.NET MVC
7 202 (58.05%) JavaScript
8 186 (53.45%) AngularJS
9 183 (52.59%) TDD
10 180 (51.72%) Agile Software Development
11 172 (49.43%) ASP.NET Web API
12 168 (48.28%) WCF
13 138 (39.66%) Twitter Bootstrap
14 124 (35.63%) SQL
15 116 (33.33%) HTML
16 114 (32.76%) CSS
17 113 (32.47%) RESTful
18 108 (31.03%) BDD
19 107 (30.75%) jQuery
20 106 (30.46%) Web Application Development
21 105 (30.17%) Web Services
22 104 (29.89%) Ruby
23 102 (29.31%) Git (software)
24 94 (27.01%) ASP.NET MVC 5
25 93 (26.72%) Microsoft Azure
26 89 (25.57%) NoSQL
27 88 (25.29%) KnockoutJS
28 83 (23.85%) SQL Server 2016
29 77 (22.13%) 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 (9.20%) Elasticsearch
2 8 (2.30%) NServiceBus
2 8 (2.30%) SharePoint
3 7 (2.01%) BizTalk Server
4 5 (1.44%) CMS
4 5 (1.44%) EPiServer
5 2 (0.57%) IIS
6 1 (0.29%) Oracle SOA Suite
6 1 (0.29%) SAS
6 1 (0.29%) Sitecore CMS
6 1 (0.29%) Umbraco
Applications
1 8 (2.30%) Microsoft Excel
Cloud Services
1 93 (26.72%) Microsoft Azure
2 56 (16.09%) Amazon AWS
3 4 (1.15%) Azure Active Directory
4 2 (0.57%) Cloud Computing
4 2 (0.57%) Office 365
4 2 (0.57%) PaaS
4 2 (0.57%) SaaS
5 1 (0.29%) Amazon EC2
5 1 (0.29%) Amazon S3
5 1 (0.29%) Azure Machine Learning
5 1 (0.29%) GitHub
Communications & Networking
1 16 (4.60%) HTTP
2 12 (3.45%) Internet
3 8 (2.30%) WinSCP
4 4 (1.15%) Broadband
4 4 (1.15%) Ethernet
4 4 (1.15%) RS-232
4 4 (1.15%) TCP/IP
5 2 (0.57%) SMS
6 1 (0.29%) Intranet
Database & Business Intelligence
1 240 (68.97%) SQL Server
2 89 (25.57%) NoSQL
3 83 (23.85%) SQL Server 2016
4 39 (11.21%) MongoDB
5 35 (10.06%) SQL Server 2014
6 32 (9.20%) SQL Server Reporting Services
7 24 (6.90%) MySQL
8 20 (5.75%) SQL Server Integration Services
9 16 (4.60%) SQL Server 2012
10 15 (4.31%) SQL Server 2008
11 11 (3.16%) Relational Database
12 10 (2.87%) RDBMS
13 5 (1.44%) DB2
13 5 (1.44%) Qlik Sense
14 4 (1.15%) Data Warehouse
14 4 (1.15%) DocumentDB
15 3 (0.86%) Apache Cassandra
15 3 (0.86%) CouchDB
15 3 (0.86%) DTS
16 2 (0.57%) Blockchain
Development Applications
1 102 (29.31%) Git (software)
2 39 (11.21%) Team Foundation Server
3 36 (10.34%) TeamCity
4 31 (8.91%) Visual Studio
5 23 (6.61%) Subversion
6 13 (3.74%) Selenium
7 10 (2.87%) MSTest
7 10 (2.87%) SpecFlow
8 9 (2.59%) JIRA
9 7 (2.01%) FxCop
10 5 (1.44%) Mercurial
10 5 (1.44%) NUnit
10 5 (1.44%) Octopus Deploy
10 5 (1.44%) StyleCop
11 4 (1.15%) Microsoft Blend
11 4 (1.15%) MSI
11 4 (1.15%) NuGet
11 4 (1.15%) WiX
12 3 (0.86%) Protractor
13 2 (0.57%) Bitbucket
General
1 63 (18.10%) Games
2 32 (9.20%) Retail
3 20 (5.75%) Finance
4 18 (5.17%) Music Industry
5 9 (2.59%) Law
6 7 (2.01%) Marketing
7 6 (1.72%) Manufacturing
8 5 (1.44%) Back Office
8 5 (1.44%) Legal
9 3 (0.86%) Advertising
9 3 (0.86%) Banking
10 1 (0.29%) Aerospace
10 1 (0.29%) Automotive
10 1 (0.29%) Telecoms
Job Titles
1 305 (87.64%) Developer
2 226 (64.94%) .NET Developer
3 98 (28.16%) C# Developer
4 70 (20.11%) C# .NET Developer
5 44 (12.64%) Junior
6 42 (12.07%) Senior Developer
7 41 (11.78%) ASP.NET Developer
8 40 (11.49%) C# ASP.NET Developer
8 40 (11.49%) Graduate
9 39 (11.21%) Junior Developer
10 36 (10.34%) Junior .NET Developer
11 35 (10.06%) ASP.NET MVC Developer
12 32 (9.20%) Graduate Developer
13 31 (8.91%) Graduate .NET Developer
14 22 (6.32%) Software Developer
15 16 (4.60%) C# Software Developer
16 15 (4.31%) Senior .NET Developer
16 15 (4.31%) Software Engineer
17 12 (3.45%) SQL Developer
18 11 (3.16%) .NET Software Developer
Libraries, Frameworks & Software Standards
1 346 (99.43%) .NET
1 346 (99.43%) .NET Framework
2 283 (81.32%) ASP.NET
3 234 (67.24%) ASP.NET MVC
4 186 (53.45%) AngularJS
5 172 (49.43%) ASP.NET Web API
6 168 (48.28%) WCF
7 138 (39.66%) Twitter Bootstrap
8 116 (33.33%) HTML
9 114 (32.76%) CSS
10 113 (32.47%) RESTful
11 107 (30.75%) jQuery
12 105 (30.17%) Web Services
13 94 (27.01%) ASP.NET MVC 5
14 88 (25.29%) KnockoutJS
15 77 (22.13%) Node.js
16 70 (20.11%) Code First Entity Framework
17 63 (18.10%) WPF
18 48 (13.79%) HTML5
19 44 (12.64%) LINQ
Miscellaneous
1 33 (9.48%) Computer Science
2 32 (9.20%) Analytical Skills
3 18 (5.17%) Management Information System
4 17 (4.89%) Enterprise Software
4 17 (4.89%) User Experience
5 16 (4.60%) Social Network
6 15 (4.31%) Mobile App
7 10 (2.87%) Fintech
8 9 (2.59%) Greenfield Project
9 6 (1.72%) Data Structures
10 5 (1.44%) FMCG
11 4 (1.15%) Driving Licence
11 4 (1.15%) Industrial Internet of Things
11 4 (1.15%) Internet of Things
11 4 (1.15%) N-Tier
12 3 (0.86%) Life Science
12 3 (0.86%) Online Banking
13 2 (0.57%) Raspberry Pi
14 1 (0.29%) iPad
Operating Systems
1 38 (10.92%) Windows
2 5 (1.44%) Android
3 4 (1.15%) Linux
3 4 (1.15%) Mac OS
3 4 (1.15%) Windows Embedded Compact
4 3 (0.86%) Apple iOS
Processes & Methodologies
1 317 (91.09%) MVC
2 183 (52.59%) TDD
3 180 (51.72%) Agile Software Development
4 108 (31.03%) BDD
5 106 (30.46%) Web Application Development
6 75 (21.55%) Dependency Injection
7 64 (18.39%) Scrum
8 63 (18.10%) Web Development
9 54 (15.52%) Kanban
10 50 (14.37%) OO
11 46 (13.22%) Continuous Integration
12 43 (12.36%) Unit Testing
13 41 (11.78%) Multithreading
14 33 (9.48%) DevOps
14 33 (9.48%) Software Engineering
15 29 (8.33%) SOLID
16 28 (8.05%) Workflow
17 25 (7.18%) SDLC
18 23 (6.61%) Continuous Improvement
18 23 (6.61%) High Availability
Programming Languages
1 347 (99.71%) C#
2 202 (58.05%) JavaScript
3 124 (35.63%) SQL
4 104 (29.89%) Ruby
5 47 (13.51%) T-SQL
6 31 (8.91%) F#
7 23 (6.61%) VB.NET
8 18 (5.17%) TypeScript
9 12 (3.45%) Java
10 8 (2.30%) XAML
11 4 (1.15%) C
11 4 (1.15%) C++
11 4 (1.15%) VBScript
12 3 (0.86%) Apple Swift
12 3 (0.86%) Objective-C
12 3 (0.86%) Scala
12 3 (0.86%) VB
12 3 (0.86%) XPath
13 2 (0.57%) PHP
13 2 (0.57%) PowerShell
Qualifications
1 24 (6.90%) Degree
2 4 (1.15%) Microsoft Certification
3 2 (0.57%) Computer Science Degree
Quality Assurance & Compliance
1 23 (6.61%) QA
2 2 (0.57%) HIPAA
2 2 (0.57%) ISO 9001
3 1 (0.29%) ISO/IEC 27001
3 1 (0.29%) PMO
3 1 (0.29%) TickIT
System Software
1 7 (2.01%) Docker
2 4 (1.15%) Active Directory
Systems Management
1 31 (8.91%) Kibana
Vendors
1 58 (16.67%) Microsoft
2 31 (8.91%) Google
3 11 (3.16%) Xamarin
4 7 (2.01%) Oracle
5 5 (1.44%) DevExpress
6 4 (1.15%) JD Edwards
6 4 (1.15%) SAP
7 2 (0.57%) Facebook
7 2 (0.57%) Telerik
8 1 (0.29%) Capita
8 1 (0.29%) Pegasus
8 1 (0.29%) Sitecore