Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 19 January 2019

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 2019 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > East Midlands
6 months to
19 Jan 2019		 Same period 2018 Same period 2017
Rank 141 58 134
Rank change year-on-year -83 +76 -45
Permanent jobs citing Entity Framework 70 251 130
As % of all permanent IT jobs advertised in the East Midlands 1.66% 4.84% 2.13%
As % of the Libraries, Frameworks & Software Standards category 3.92% 11.17% 5.39%
Number of salaries quoted 56 201 142
East Midlands median annual salary £40,000 £36,750 £45,000
Median salary % change year-on-year +8.84% -18.33% +12.50%
10th Percentile £34,250 £27,500 £31,375
90th Percentile £59,375 £56,250 £53,750
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 Midlands with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
East Midlands
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,785 2,247 2,413
As % of all permanent IT jobs advertised in the East Midlands 42.23% 43.36% 39.56%
Number of salaries quoted 1,342 1,944 2,078
East Midlands median annual salary £42,500 £39,000 £40,000
Median salary % change year-on-year +8.97% -2.50% +6.67%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £67,500 £57,850 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Entity Framework
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Entity Framework in the East Midlands

Entity Framework
Salary Trend in the East Midlands

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

Salary trend for Entity Framework in the East Midlands

Entity Framework
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Entity Framework in the East Midlands over the 6 months to 19 January 2019.

Salary histogram for Entity Framework in the East Midlands

Entity Framework
Job Locations in the East Midlands

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 Midlands region over the 6 months to 19 January 2019. 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
Leicestershire -57 26 £37,500 +7.14% 9
Northamptonshire -22 15 £40,000 -20.00% 2
Derbyshire -18 12 £47,500 -5.00% 13
Nottinghamshire -27 10 £55,000 +57.14% 2
Lincolnshire 0 7 £40,000 -5.88% 2
Entity Framework
England

For the 6 months to 19 January 2019, IT 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 permanent job ads across the East Midlands region with a requirement for Entity Framework.

1 69 (98.57%) C#
1 69 (98.57%) .NET
1 69 (98.57%) .NET Framework
2 63 (90.00%) MVC
3 57 (81.43%) ASP.NET
4 48 (68.57%) SQL Server
5 44 (62.86%) SQL
5 44 (62.86%) Microsoft
6 43 (61.43%) HTML
7 42 (60.00%) Agile Software Development
8 37 (52.86%) JavaScript
9 36 (51.43%) ASP.NET MVC
10 34 (48.57%) ASP.NET Web API
11 32 (45.71%) Microsoft Azure
12 29 (41.43%) CSS
13 28 (40.00%) WCF
14 26 (37.14%) jQuery
14 26 (37.14%) Web Services
15 24 (34.29%) Unit Testing
16 23 (32.86%) T-SQL
17 22 (31.43%) AngularJS
18 19 (27.14%) Microservices
18 19 (27.14%) SQL Server Reporting Services
19 18 (25.71%) Mobile App
20 17 (24.29%) Test Automation
21 15 (21.43%) Windows
22 14 (20.00%) Visual Studio
22 14 (20.00%) Performance Tuning
23 13 (18.57%) Xamarin
23 13 (18.57%) Scrum

Entity Framework
Co-occurring IT Skills in the East Midlands 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 9 (12.86%) IIS
2 6 (8.57%) NServiceBus
2 6 (8.57%) Sitefinity
3 2 (2.86%) Confluence
3 2 (2.86%) Elasticsearch
3 2 (2.86%) K2 blackpearl
4 1 (1.43%) SharePoint
Applications
1 4 (5.71%) MS Visio
2 3 (4.29%) Microsoft Office
Cloud Services
1 32 (45.71%) Microsoft Azure
2 7 (10.00%) Office 365
3 5 (7.14%) Serverless
4 4 (5.71%) Azure Functions
5 2 (2.86%) Amazon AWS
6 1 (1.43%) Dynamics 365
Database & Business Intelligence
1 48 (68.57%) SQL Server
2 19 (27.14%) SQL Server Reporting Services
3 11 (15.71%) Azure SQL Database
3 11 (15.71%) SQL Server Integration Services
4 7 (10.00%) InterSystems Cache
4 7 (10.00%) Redis
4 7 (10.00%) SQL Server Analysis Services
5 4 (5.71%) Cosmos DB
6 3 (4.29%) Relational Database
6 3 (4.29%) SQL Server 2014
6 3 (4.29%) SQL Server 2016
7 2 (2.86%) MongoDB
7 2 (2.86%) Power BI
8 1 (1.43%) Data Warehouse
8 1 (1.43%) NoSQL
Development Applications
1 14 (20.00%) Visual Studio
2 11 (15.71%) Git (software)
2 11 (15.71%) Team Foundation Server
3 8 (11.43%) Octopus Deploy
4 4 (5.71%) TeamCity
4 4 (5.71%) Visual Studio Team System
5 3 (4.29%) NUnit
5 3 (4.29%) Rhino Mocks
6 2 (2.86%) Atlassian Bamboo
6 2 (2.86%) Bitbucket
6 2 (2.86%) JIRA
7 1 (1.43%) Grunt
7 1 (1.43%) gulp
7 1 (1.43%) webpack
General
1 12 (17.14%) Automotive
1 12 (17.14%) Retail
2 5 (7.14%) Banking
3 4 (5.71%) Finance
4 3 (4.29%) Games
5 1 (1.43%) Music Industry
5 1 (1.43%) Retail Banking
Job Titles
1 56 (80.00%) Developer
2 29 (41.43%) .NET Developer
3 25 (35.71%) C# Developer
4 17 (24.29%) C# .NET Developer
5 10 (14.29%) Digital Developer
6 8 (11.43%) ASP.NET Developer
6 8 (11.43%) Software Developer
6 8 (11.43%) Software Engineer
7 7 (10.00%) Senior Developer
8 6 (8.57%) Applications Developer
8 6 (8.57%) C# ASP.NET Developer
9 5 (7.14%) Senior .NET Developer
9 5 (7.14%) Web Developer
10 4 (5.71%) ASP.NET MVC Developer
11 3 (4.29%) Architect
11 3 (4.29%) JavaScript Developer
11 3 (4.29%) Lead Developer
11 3 (4.29%) SQL Developer
12 2 (2.86%) .NET Applications Developer
12 2 (2.86%) C# Application Developer
Libraries, Frameworks & Software Standards
1 69 (98.57%) .NET
1 69 (98.57%) .NET Framework
2 57 (81.43%) ASP.NET
3 43 (61.43%) HTML
4 36 (51.43%) ASP.NET MVC
5 34 (48.57%) ASP.NET Web API
6 29 (41.43%) CSS
7 28 (40.00%) WCF
8 26 (37.14%) jQuery
8 26 (37.14%) Web Services
9 22 (31.43%) AngularJS
10 13 (18.57%) HTML5
11 12 (17.14%) .NET Core
11 12 (17.14%) Ajax
12 11 (15.71%) ASP.NET Core
12 11 (15.71%) Sass
13 8 (11.43%) ASP.NET MVC 5
14 7 (10.00%) ASP.NET Web Forms
14 7 (10.00%) Microsoft Graph
14 7 (10.00%) REST
Miscellaneous
1 18 (25.71%) Mobile App
2 6 (8.57%) Fintech
3 4 (5.71%) Enterprise Software
3 4 (5.71%) User Experience
4 3 (4.29%) Analytical Skills
4 3 (4.29%) Greenfield Project
4 3 (4.29%) Self-Motivation
Operating Systems
1 15 (21.43%) Windows
2 5 (7.14%) Windows Server
3 4 (5.71%) Android
3 4 (5.71%) Apple iOS
Processes & Methodologies
1 63 (90.00%) MVC
2 42 (60.00%) Agile Software Development
3 24 (34.29%) Unit Testing
4 19 (27.14%) Microservices
5 17 (24.29%) Test Automation
6 14 (20.00%) Performance Tuning
7 13 (18.57%) Scrum
8 12 (17.14%) Mentoring
8 12 (17.14%) Problem-Solving
8 12 (17.14%) SOA
8 12 (17.14%) Web Development
9 11 (15.71%) Mobile Application Development
9 11 (15.71%) SOLID
9 11 (15.71%) TDD
10 10 (14.29%) BDD
11 9 (12.86%) DevOps
11 9 (12.86%) Event-Driven Architecture
12 8 (11.43%) Kanban
12 8 (11.43%) Software Engineering
13 7 (10.00%) User Acceptance Testing
Programming Languages
1 69 (98.57%) C#
2 44 (62.86%) SQL
3 37 (52.86%) JavaScript
4 23 (32.86%) T-SQL
5 8 (11.43%) VB.NET
6 7 (10.00%) C++
6 7 (10.00%) PowerShell
6 7 (10.00%) VB
6 7 (10.00%) VB6
7 3 (4.29%) Ruby
8 2 (2.86%) F#
Qualifications
1 6 (8.57%) MCP
1 6 (8.57%) MCPD
1 6 (8.57%) Microsoft Certification
2 3 (4.29%) Degree
3 2 (2.86%) SC Cleared
3 2 (2.86%) Security Cleared
Quality Assurance & Compliance
1 6 (8.57%) QA
System Software
1 3 (4.29%) Docker
Systems Management
1 2 (2.86%) Kibana
Vendors
1 44 (62.86%) Microsoft
2 13 (18.57%) Xamarin
3 2 (2.86%) Google