The table below looks at the statistics for Entity Framework skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Entity Framework over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Microsoft ADO.NET Entity Framework
Rank 118 126 75
Rank change year-on-year
+8 -51
Permanent jobs citing Entity Framework 116 129 235
As % of all permanent IT jobs located in the North West 2.12% 2.12% 3.48%
As % of the Libraries, Frameworks & Software Standards category 5.43% 5.15% 7.70%
Number of salaries quoted 108 105 221
Median salary £39,000 £42,500 £40,000
Median salary % change year-on-year
-8.23% +6.25%
90% offered a salary of more than £25,000 £30,000 £32,500
10% offered a salary of more than £50,000 £47,500 £52,500
UK excluding London median salary £40,000 £41,000 £39,000
% change year-on-year
-2.43% +5.12%
Entity Framework
England

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the North West region.

Libraries, Frameworks & Software Standards Category
North West
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
2136 2504 3051
As % of all permanent IT jobs located in the North West 39.04% 41.08% 45.13%
Number of salaries quoted 1843 2086 2599
Median salary £40,000 £40,000 £37,000
Median salary % change year-on-year
- +8.10%
90% offered a salary of more than £27,500 £27,000 £26,500
10% offered a salary of more than £52,500 £50,000 £50,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Entity Framework
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Entity Framework as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Entity Framework Jobs Demand Trend 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 across the North West region.

Entity Framework Salary Trend in the North West

Entity Framework
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Entity Framework across the North West region over the 3 months to 25 May 2016.

Entity Framework Salary Histogram 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 3 months to 25 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +18 83 £38,000 -10.58% 20
Merseyside +21 13 £40,000 +29.03% 2
Lancashire +16 10 £32,500 - 1
Cheshire -14 10 £47,500 +18.75% 7
Entity Framework
England

Entity Framework
Top 30 Related IT Skills in the North West

For the 6 months to 25 May 2016, 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.

1 232 (100.00%) .NET
2 231 (99.57%) .NET Framework
3 230 (99.14%) C#
4 216 (93.10%) ASP.NET
5 185 (79.74%) MVC
6 159 (68.53%) ASP.NET MVC
7 150 (64.66%) SQL Server
8 140 (60.34%) WCF
9 135 (58.19%) Agile Software Development
10 128 (55.17%) CSS
11 126 (54.31%) JavaScript
12 118 (50.86%) HTML
13 109 (46.98%) TDD
14 104 (44.83%) ASP.NET Web API
15 101 (43.53%) SQL
16 85 (36.64%) BDD
17 83 (35.78%) jQuery
18 82 (35.34%) OO
19 75 (32.33%) ASP.NET MVC 5
20 72 (31.03%) Team Foundation Server
21 70 (30.17%) WPF
22 65 (28.02%) RESTful
23 63 (27.16%) NoSQL
23 63 (27.16%) Node.js
23 63 (27.16%) Web Services
24 61 (26.29%) SQL Server 2014
25 60 (25.86%) Git (software)
26 59 (25.43%) Web Application Development
26 59 (25.43%) Ruby
27 57 (24.57%) LINQ

Entity Framework
Top Related 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 63 (27.16%) Node.js
2 13 (5.60%) CMS
2 13 (5.60%) IIS
3 11 (4.74%) Elasticsearch
4 7 (3.02%) Umbraco
5 3 (1.29%) BizTalk Server
5 3 (1.29%) SharePoint
5 3 (1.29%) Sitecore CMS
6 1 (0.43%) Kentico
6 1 (0.43%) Sitefinity
Applications
1 24 (10.34%) MS Excel
Business Applications
1 5 (2.16%) SAP Oil and Gas
Cloud Services
1 35 (15.09%) Microsoft Azure
2 28 (12.07%) Amazon AWS
3 2 (0.86%) Google Analytics
3 2 (0.86%) SaaS
4 1 (0.43%) GitHub
Communications & Networking
1 23 (9.91%) Internet
2 15 (6.47%) HTTP
3 1 (0.43%) Unified Communications
Database & Business Intelligence
1 150 (64.66%) SQL Server
2 63 (27.16%) NoSQL
3 61 (26.29%) SQL Server 2014
4 15 (6.47%) Azure SQL Database
5 11 (4.74%) MongoDB
6 10 (4.31%) Crystal Reports
7 9 (3.88%) SQL Server 2008
8 8 (3.45%) SQL Server Reporting Services
9 6 (2.59%) Couchbase
10 5 (2.16%) SQL Server 2012
11 4 (1.72%) SQL Server Integration Services
12 2 (0.86%) Data Warehouse
12 2 (0.86%) SQL Server Analysis Services
13 1 (0.43%) Big Data
13 1 (0.43%) Microsoft Analysis Services
13 1 (0.43%) MySQL
Development Applications
1 72 (31.03%) Team Foundation Server
2 60 (25.86%) Git (software)
3 27 (11.64%) Visual Studio
4 20 (8.62%) TeamCity
5 16 (6.90%) Selenium
6 15 (6.47%) NUnit
7 14 (6.03%) MSTest
7 14 (6.03%) SpecFlow
8 11 (4.74%) JIRA
8 11 (4.74%) Moq
9 4 (1.72%) Octopus Deploy
9 4 (1.72%) Subversion
10 2 (0.86%) Mercurial
10 2 (0.86%) Rhino Mocks
11 1 (0.43%) SQL Server Management Studio (SSMS)
General
1 15 (6.47%) Finance
2 13 (5.60%) Retail
3 11 (4.74%) Games
3 11 (4.74%) Marketing
4 10 (4.31%) Music Industry
5 7 (3.02%) Advertising
6 6 (2.59%) Manufacturing
6 6 (2.59%) Telecoms
7 5 (2.16%) Electronics
8 2 (0.86%) Back Office
9 1 (0.43%) Banking
Job Titles
1 213 (91.81%) Developer
2 177 (76.29%) .NET Developer
3 122 (52.59%) C# Developer
4 95 (40.95%) C# .NET Developer
5 70 (30.17%) ASP.NET Developer
6 67 (28.88%) C# ASP.NET Developer
7 58 (25.00%) Senior Developer
8 48 (20.69%) Senior C# Developer
9 41 (17.67%) .NET Software Developer
10 40 (17.24%) Lead Developer
11 39 (16.81%) Software Developer
12 35 (15.09%) Senior .NET Developer
13 34 (14.66%) Lead C# Developer
14 30 (12.93%) C# Software Developer
15 27 (11.64%) ASP.NET MVC Developer
15 27 (11.64%) Senior C# .NET Developer
15 27 (11.64%) SQL Developer
16 21 (9.05%) Web Developer
17 19 (8.19%) .NET Web Developer
17 19 (8.19%) C# Web Developer
Libraries, Frameworks & Software Standards
1 232 (100.00%) .NET
2 231 (99.57%) .NET Framework
3 216 (93.10%) ASP.NET
4 159 (68.53%) ASP.NET MVC
5 140 (60.34%) WCF
6 128 (55.17%) CSS
7 118 (50.86%) HTML
8 104 (44.83%) ASP.NET Web API
9 83 (35.78%) jQuery
10 75 (32.33%) ASP.NET MVC 5
11 70 (30.17%) WPF
12 65 (28.02%) RESTful
13 63 (27.16%) Web Services
14 57 (24.57%) LINQ
15 52 (22.41%) AngularJS
16 50 (21.55%) Twitter Bootstrap
17 48 (20.69%) Code First Entity Framework
18 33 (14.22%) CSS3
19 32 (13.79%) HTML5
20 26 (11.21%) REST
Miscellaneous
1 29 (12.50%) Computer Science
2 21 (9.05%) N-Tier
3 16 (6.90%) Enterprise Software
4 13 (5.60%) Analytical Skills
5 11 (4.74%) Mathematics
5 11 (4.74%) Physics
6 8 (3.45%) iPad
7 6 (2.59%) Mobile App
8 4 (1.72%) Fintech
9 3 (1.29%) Blog
10 2 (0.86%) Inversion of Control
10 2 (0.86%) NHS
10 2 (0.86%) Statistics
Operating Systems
1 29 (12.50%) Windows
2 2 (0.86%) Apple iOS
3 1 (0.43%) Windows Server 2012
Processes & Methodologies
1 185 (79.74%) MVC
2 135 (58.19%) Agile Software Development
3 109 (46.98%) TDD
4 85 (36.64%) BDD
5 82 (35.34%) OO
6 59 (25.43%) Web Application Development
7 42 (18.10%) Web Development
8 34 (14.66%) Software Engineering
9 32 (13.79%) Kanban
9 32 (13.79%) Machine Learning
10 30 (12.93%) Scrum
11 27 (11.64%) SOA
12 26 (11.21%) Multithreading
13 25 (10.78%) Mentoring
14 23 (9.91%) Unit Testing
15 20 (8.62%) Continuous Integration
16 19 (8.19%) Dependency Injection
17 17 (7.33%) OOD
18 14 (6.03%) OOP
18 14 (6.03%) SOLID
Programming Languages
1 230 (99.14%) C#
2 126 (54.31%) JavaScript
3 101 (43.53%) SQL
4 59 (25.43%) Ruby
5 46 (19.83%) T-SQL
6 16 (6.90%) Java
7 15 (6.47%) TypeScript
8 11 (4.74%) F#
9 8 (3.45%) VB.NET
10 5 (2.16%) PowerShell
10 5 (2.16%) VB
11 2 (0.86%) C
11 2 (0.86%) Objective-C
11 2 (0.86%) VB6
11 2 (0.86%) VBA
12 1 (0.43%) Delphi
Qualifications
1 18 (7.76%) Degree
Quality Assurance & Compliance
1 5 (2.16%) QA
2 1 (0.43%) ISO/IEC 27001
Systems Management
1 11 (4.74%) Kibana
Vendors
1 34 (14.66%) Microsoft
2 15 (6.47%) Google
3 7 (3.02%) Facebook
4 5 (2.16%) SAP
5 3 (1.29%) Sitecore
6 2 (0.86%) EPiServer
6 2 (0.86%) Twitter
7 1 (0.43%) DevExpress
7 1 (0.43%) Oracle
7 1 (0.43%) RedGate
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