Period
to 25 February 2018

The following table provides summary statistics for permanent job vacancies advertised in 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 25 February 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
UK > England
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 182 180 218
Rank change year-on-year -2 +38 -5
Permanent jobs citing Entity Framework 3,046 3,105 3,133
As % of all permanent IT jobs advertised in England 1.87% 1.89% 1.58%
As % of the Libraries, Frameworks & Software Standards category 4.57% 4.76% 4.08%
Number of salaries quoted 2,794 3,009 2,870
England median annual salary £45,000 £45,000 £45,000
10th Percentile £31,250 £31,250 £31,725
90th Percentile £66,250 £66,250 £65,000
UK 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 England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 66,671 65,254 76,839
As % of all permanent IT jobs advertised in England 40.91% 39.63% 38.78%
Number of salaries quoted 56,759 56,552 66,570
England median annual salary £50,000 £47,500 £46,500
Median salary % change year-on-year +5.26% +2.15% +3.33%
10th Percentile £30,000 £29,250 £28,250
90th Percentile £80,000 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Entity Framework
Job Vacancy Trend in England

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

Job vacancy trend for Entity Framework in England

Entity Framework
Salary Trend in England

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

Salary trend for Entity Framework in England

Entity Framework
Salary Histogram in England

The salary distribution of IT jobs citing Entity Framework in England over the 6 months to 25 February 2018.

Salary histogram for Entity Framework in England

Entity Framework
Job Locations in 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 England region over the 6 months to 25 February 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
London -1 814 £60,000 +9.09% 98
South East -11 691 £45,000 - 96
North of England -8 567 £42,500 +6.25% 100
Midlands +39 473 £40,000 - 77
North West -17 333 £42,500 +6.25% 51
South West +14 312 £42,500 - 33
East Midlands +84 247 £37,500 -16.67% 44
West Midlands -9 226 £40,000 - 33
Yorkshire +16 205 £43,000 +7.50% 36
East of England -68 191 £42,250 -0.59% 25
North East -40 29 £42,500 +11.84% 13
Entity Framework
UK

For the 6 months to 25 February 2018, 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 England region with a requirement for Entity Framework.

1 2,946 (96.72%) C#
1 2,946 (96.72%) .NET
2 2,874 (94.35%) .NET Framework
3 2,699 (88.61%) MVC
4 2,435 (79.94%) ASP.NET
5 2,208 (72.49%) SQL Server
6 1,936 (63.56%) JavaScript
7 1,887 (61.95%) Agile Software Development
8 1,822 (59.82%) ASP.NET MVC
9 1,713 (56.24%) ASP.NET Web API
10 1,406 (46.16%) WCF
11 1,357 (44.55%) HTML
12 1,333 (43.76%) TDD
13 1,321 (43.37%) AngularJS
14 1,269 (41.66%) SQL
15 1,201 (39.43%) CSS
16 990 (32.50%) jQuery
17 976 (32.04%) Git (software)
18 919 (30.17%) BDD
19 915 (30.04%) RESTful
20 790 (25.94%) Node.js
21 774 (25.41%) ASP.NET MVC 5
22 763 (25.05%) NoSQL
23 760 (24.95%) Microsoft
24 739 (24.26%) Web Application Development
25 720 (23.64%) Ruby
26 717 (23.54%) Code First Entity Framework
27 697 (22.88%) Twitter Bootstrap
28 640 (21.01%) Microsoft Azure
29 545 (17.89%) SQL Server 2016

Entity Framework
Co-occurring IT Skills in 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
1 147 (4.83%) SharePoint
2 141 (4.63%) IIS
3 140 (4.60%) CMS
4 98 (3.22%) Umbraco
5 93 (3.05%) NServiceBus
6 77 (2.53%) Elasticsearch
7 71 (2.33%) BizTalk Server
8 36 (1.18%) Sitefinity
9 28 (0.92%) EPiServer
10 26 (0.85%) SharePoint 2013
11 14 (0.46%) Apache Solr
11 14 (0.46%) Confluence
12 13 (0.43%) Oracle SOA Suite
13 10 (0.33%) SharePoint 2010
13 10 (0.33%) Sitecore CMS
14 9 (0.30%) Kentico
14 9 (0.30%) MQSeries
15 8 (0.26%) Drupal
16 7 (0.23%) Hyperledger
17 5 (0.16%) WebSphere
Applications
1 36 (1.18%) Microsoft Excel
2 17 (0.56%) Microsoft Office
3 14 (0.46%) Photoshop
3 14 (0.46%) Spreadsheet
4 5 (0.16%) MS Visio
5 4 (0.13%) Chatbot
5 4 (0.13%) InfoPath
6 3 (0.098%) Microsoft Project
7 2 (0.066%) Microsoft PowerPoint
8 1 (0.033%) Adobe Illustrator
8 1 (0.033%) GIMP
Business Applications
1 71 (2.33%) Dynamics CRM
2 30 (0.98%) Remedy ITSM
3 3 (0.098%) Payment Gateway
3 3 (0.098%) Unit4 Business World
4 2 (0.066%) Elite 3E
4 2 (0.066%) Maximo
4 2 (0.066%) Visualfiles
5 1 (0.033%) SAP ERP
5 1 (0.033%) WebTrends
Cloud Services
1 640 (21.01%) Microsoft Azure
2 217 (7.12%) Amazon AWS
3 77 (2.53%) PaaS
4 67 (2.20%) SaaS
5 52 (1.71%) npm
6 48 (1.58%) IaaS
6 48 (1.58%) Office 365
7 35 (1.15%) Serverless
8 32 (1.05%) Yarn
9 17 (0.56%) Azure Data Factory
10 16 (0.53%) GitHub
11 14 (0.46%) Google Cloud Platform
12 10 (0.33%) Cloud Computing
13 9 (0.30%) Dynamics 365
14 6 (0.20%) Amazon EC2
15 5 (0.16%) Asana
15 5 (0.16%) Azure Active Directory
16 4 (0.13%) Azure Machine Learning
17 3 (0.098%) Amazon SQS
18 2 (0.066%) AWS CloudFormation
Communications & Networking
1 55 (1.81%) Internet
2 29 (0.95%) HTTP
2 29 (0.95%) Intranet
3 19 (0.62%) HTTPS
3 19 (0.62%) TCP/IP
4 15 (0.49%) AMQP
5 9 (0.30%) SMS
6 8 (0.26%) DNS
7 6 (0.20%) SSL
8 5 (0.16%) ATM
8 5 (0.16%) Wi-Fi
9 4 (0.13%) Bluetooth
9 4 (0.13%) Broadband
9 4 (0.13%) FTP
9 4 (0.13%) WinSCP
10 3 (0.098%) IMAP
10 3 (0.098%) PPP
10 3 (0.098%) SMTP
11 2 (0.066%) Kerberos
12 1 (0.033%) Network Security
Database & Business Intelligence
1 2,208 (72.49%) SQL Server
2 763 (25.05%) NoSQL
3 545 (17.89%) SQL Server 2016
4 282 (9.26%) SQL Server 2014
5 163 (5.35%) SQL Server Integration Services
6 158 (5.19%) SQL Server 2012
7 152 (4.99%) SQL Server Reporting Services
8 151 (4.96%) SQL Server 2008
9 101 (3.32%) Relational Database
10 85 (2.79%) MySQL
11 84 (2.76%) MongoDB
12 54 (1.77%) Azure SQL Database
13 40 (1.31%) Oracle Database
13 40 (1.31%) SQL Server Analysis Services
14 38 (1.25%) Redis
15 35 (1.15%) Cosmos DB
16 27 (0.89%) RDBMS
17 25 (0.82%) Data Warehouse
18 21 (0.69%) Oracle Database 11g
19 18 (0.59%) Big Data
Development Applications
1 976 (32.04%) Git (software)
2 408 (13.39%) Team Foundation Server
2 408 (13.39%) Visual Studio
3 164 (5.38%) NUnit
4 130 (4.27%) TeamCity
5 106 (3.48%) JIRA
6 92 (3.02%) Octopus Deploy
7 73 (2.40%) Selenium
8 72 (2.36%) Visual Studio Team System
9 70 (2.30%) Jasmine
10 60 (1.97%) Moq
11 57 (1.87%) Subversion
12 45 (1.48%) webpack
13 44 (1.44%) gulp
13 44 (1.44%) SpecFlow
14 34 (1.12%) Log4Net
14 34 (1.12%) MSTest
15 33 (1.08%) Karma Test Runner
15 33 (1.08%) MSBuild
16 31 (1.02%) Babel
General
1 358 (11.75%) Finance
2 198 (6.50%) Games
3 153 (5.02%) Advertising
4 137 (4.50%) Music Industry
5 135 (4.43%) Marketing
6 120 (3.94%) Retail
7 43 (1.41%) Back Office
8 39 (1.28%) Banking
8 39 (1.28%) Legal
9 37 (1.21%) Publishing
10 29 (0.95%) Front Office
11 26 (0.85%) Manufacturing
12 25 (0.82%) Financial Institution
13 23 (0.76%) Law
14 17 (0.56%) Electronics
15 10 (0.33%) Automotive
15 10 (0.33%) Telecoms
16 7 (0.23%) Investment Banking
17 6 (0.20%) Military
18 5 (0.16%) Pharmaceutical
Job Titles
1 2,777 (91.17%) Developer
2 1,982 (65.07%) .NET Developer
3 1,006 (33.03%) C# Developer
4 718 (23.57%) C# .NET Developer
5 473 (15.53%) Senior Developer
6 459 (15.07%) ASP.NET Developer
7 437 (14.35%) Software Developer
8 401 (13.16%) ASP.NET MVC Developer
9 392 (12.87%) C# ASP.NET Developer
10 296 (9.72%) .NET Software Developer
11 276 (9.06%) Senior .NET Developer
12 258 (8.47%) C# Software Developer
13 176 (5.78%) Web Developer
14 169 (5.55%) Senior C# Developer
15 138 (4.53%) Full Stack Developer
16 135 (4.43%) Junior
16 135 (4.43%) Lead Developer
16 135 (4.43%) SQL Developer
17 123 (4.04%) Applications Developer
18 120 (3.94%) Software Engineer
Libraries, Frameworks & Software Standards
1 2,946 (96.72%) .NET
2 2,874 (94.35%) .NET Framework
3 2,435 (79.94%) ASP.NET
4 1,822 (59.82%) ASP.NET MVC
5 1,713 (56.24%) ASP.NET Web API
6 1,406 (46.16%) WCF
7 1,357 (44.55%) HTML
8 1,321 (43.37%) AngularJS
9 1,201 (39.43%) CSS
10 990 (32.50%) jQuery
11 915 (30.04%) RESTful
12 790 (25.94%) Node.js
13 774 (25.41%) ASP.NET MVC 5
14 717 (23.54%) Code First Entity Framework
15 697 (22.88%) Twitter Bootstrap
16 533 (17.50%) Web Services
17 514 (16.87%) KnockoutJS
18 468 (15.36%) HTML5
19 327 (10.74%) LINQ
20 302 (9.91%) WPF
Miscellaneous
1 316 (10.37%) Enterprise Software
2 206 (6.76%) Computer Science
3 159 (5.22%) Greenfield Project
4 123 (4.04%) User Experience
5 115 (3.78%) Analytical Skills
6 75 (2.46%) Fintech
7 70 (2.30%) Mobile App
8 68 (2.23%) Social Network
9 32 (1.05%) Client/Server
10 28 (0.92%) Management Information System
11 25 (0.82%) N-Tier
12 16 (0.53%) Hedge funds
13 15 (0.49%) Analytical Mindset
14 13 (0.43%) Animation
15 11 (0.36%) Social Media
16 10 (0.33%) iPad
17 9 (0.30%) Graphic Design
18 8 (0.26%) FMCG
19 7 (0.23%) NHS
19 7 (0.23%) W3C
Operating Systems
1 296 (9.72%) Windows
2 72 (2.36%) Android
3 53 (1.74%) Apple iOS
4 18 (0.59%) Linux
5 15 (0.49%) Windows Server
6 11 (0.36%) Nucleus RTOS
6 11 (0.36%) Unix
6 11 (0.36%) Windows Phone
7 6 (0.20%) MVS
Processes & Methodologies
1 2,699 (88.61%) MVC
2 1,887 (61.95%) Agile Software Development
3 1,333 (43.76%) TDD
4 919 (30.17%) BDD
5 739 (24.26%) Web Application Development
6 514 (16.87%) Web Development
7 489 (16.05%) Scrum
8 372 (12.21%) Unit Testing
9 370 (12.15%) SDLC
10 335 (11.00%) OO
11 321 (10.54%) Software Engineering
12 282 (9.26%) SOLID
13 222 (7.29%) SOA
14 218 (7.16%) Continuous Integration
15 214 (7.03%) Test Automation
16 204 (6.70%) OOP
17 176 (5.78%) Dependency Injection
18 154 (5.06%) Front End Development
19 146 (4.79%) DevOps
20 142 (4.66%) High Availability
Programming Languages
1 2,946 (96.72%) C#
2 1,936 (63.56%) JavaScript
3 1,269 (41.66%) SQL
4 720 (23.64%) Ruby
5 404 (13.26%) T-SQL
6 140 (4.60%) TypeScript
7 124 (4.07%) VB.NET
8 85 (2.79%) PowerShell
9 83 (2.72%) VB
10 80 (2.63%) Java
11 49 (1.61%) F#
12 44 (1.44%) PL/SQL
13 43 (1.41%) ES6
14 41 (1.35%) PHP
15 36 (1.18%) VBScript
16 34 (1.12%) Python
17 32 (1.05%) C++
18 30 (0.98%) C
19 21 (0.69%) VB6
20 20 (0.66%) XAML
Qualifications
1 234 (7.68%) Degree
2 101 (3.32%) Microsoft Certification
3 92 (3.02%) Computer Science Degree
4 70 (2.30%) Security Cleared
5 60 (1.97%) MCP
5 60 (1.97%) SC Cleared
6 51 (1.67%) MCPD
7 28 (0.92%) MCSD
8 24 (0.79%) MCAD
9 8 (0.26%) CCNA
9 8 (0.26%) Cisco Certification
9 8 (0.26%) MCSA
9 8 (0.26%) Numerate Degree
10 7 (0.23%) MCTS
11 5 (0.16%) MBA
12 2 (0.066%) GNVQ
12 2 (0.066%) HND
12 2 (0.066%) ISEB
12 2 (0.066%) ISEB Practitioner
13 1 (0.033%) DBS Check
Quality Assurance & Compliance
1 122 (4.01%) QA
2 32 (1.05%) SLA
3 10 (0.33%) ISO 9001
4 8 (0.26%) ISO/IEC 27001
5 6 (0.20%) MiFID
6 5 (0.16%) Actionable Recommendations
7 4 (0.13%) HIPAA
8 3 (0.098%) ISO 13485
8 3 (0.098%) PMO
8 3 (0.098%) TickIT
9 1 (0.033%) Data Quality
9 1 (0.033%) Disclosure Scotland
9 1 (0.033%) PCI DSS
System Software
1 48 (1.58%) Docker
2 47 (1.54%) Active Directory
3 6 (0.20%) Hyper-V
3 6 (0.20%) Microsoft App-V
3 6 (0.20%) VMware ESXi
4 2 (0.066%) Tivoli Workload Scheduler
4 2 (0.066%) Virtual Machines
Systems Management
1 50 (1.64%) Kibana
2 14 (0.46%) Systems Management Server (SMS)
3 8 (0.26%) Kubernetes
4 7 (0.23%) BMC PATROL
5 6 (0.20%) SCCM
5 6 (0.20%) vCenter Server
6 5 (0.16%) Opscode Chef
7 4 (0.13%) Ansible
7 4 (0.13%) Control-M
7 4 (0.13%) Puppet
7 4 (0.13%) Rancher
8 3 (0.098%) Plesk
8 3 (0.098%) Terraform
9 2 (0.066%) RSA Archer
9 2 (0.066%) Tivoli
10 1 (0.033%) SQL Sentry
Vendors
1 760 (24.95%) Microsoft
2 141 (4.63%) Facebook
3 137 (4.50%) Google
4 127 (4.17%) Oracle
5 97 (3.18%) Xamarin
6 62 (2.04%) Sitecore
7 46 (1.51%) Telerik
8 40 (1.31%) Twitter
9 31 (1.02%) Remedy
10 23 (0.76%) Cadence
10 23 (0.76%) Capita
10 23 (0.76%) Charles River
11 15 (0.49%) DevExpress
12 13 (0.43%) IBM
13 8 (0.26%) BT
13 8 (0.26%) Tableau
14 7 (0.23%) BMC
14 7 (0.23%) Nimsoft
14 7 (0.23%) Salesforce.com
14 7 (0.23%) SAP