Period
to

The following table provides summary statistics for permanent job vacancies 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 27 June 2022 with a comparison to the same period in the previous 2 years.

Microsoft Entity Framework
UK
6 months to
27 Jun 2022
Same period 2021 Same period 2020
Rank 377 305 207
Rank change year-on-year -72 -98 +52
Permanent jobs citing Entity Framework 1,658 1,135 1,351
As % of all permanent jobs advertised in the UK 0.94% 1.08% 1.70%
As % of the Libraries, Frameworks & Software Standards category 2.31% 2.65% 4.33%
Number of salaries quoted 910 928 1,180
10th Percentile £36,250 £33,750 £32,500
25th Percentile £40,000 £41,250 £37,500
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% +11.11%
75th Percentile £65,000 £65,000 £63,750
90th Percentile £75,000 £83,750 £75,000
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 71,628 42,892 31,232
As % of all permanent IT jobs advertised in the UK 40.44% 40.77% 39.41%
Number of salaries quoted 30,175 29,530 25,972
10th Percentile £38,000 £35,000 £33,750
25th Percentile £47,500 £42,500 £42,500
Median annual salary (50th Percentile) £64,500 £57,500 £55,000
Median % change year-on-year +12.17% +4.55% +4.76%
75th Percentile £82,500 £75,000 £75,000
90th Percentile £100,000 £92,500 £90,000
UK excluding London median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% +5.56%

Entity Framework
Job Vacancy Trend

Job postings citing Entity Framework as a proportion of all IT jobs advertised.

Job vacancy trend for Entity Framework in the UK

Entity Framework
Salary Trend

3-month moving average salary quoted in jobs citing Entity Framework.

Salary trend for Entity Framework in the UK

Entity Framework
Salary Histogram

Salary distribution for jobs citing Entity Framework over the 6 months to 27 June 2022.

Salary histogram for Entity Framework in the UK

Entity Framework
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the UK over the 6 months to 27 June 2022. 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
Jobs
England -61 1,384 £55,000 - 207
Work from Home -49 991 £55,000 +10.00% 154
UK excluding London -40 934 £50,000 +5.26% 164
London -101 524 £65,000 -3.70% 57
South East -61 290 £55,000 +10.00% 34
North of England +36 223 £50,000 +5.26% 52
Midlands -58 141 £47,500 +6.15% 25
North West +3 135 £50,000 - 30
South West -16 128 £45,000 -4.76% 27
Yorkshire 0 82 £45,000 -5.26% 19
West Midlands -56 75 £50,000 +11.11% 12
East Midlands -17 66 £45,000 +5.88% 13
Scotland -66 61 £40,000 -20.00% 10
East of England -54 47 £52,500 +5.00% 12
Wales -33 24 £45,000 +38.46% 3
Northern Ireland -9 20 £42,500 +26.87% 2
North East -20 7 £40,000 +14.29% 3

For the 6 months to 27 June 2022, 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 with a requirement for Entity Framework.

1 1,613 (97.29%) .NET
2 1,553 (93.67%) C#
3 1,422 (85.77%) .NET Framework
4 1,069 (64.48%) SQL
5 1,028 (62.00%) SQL Server
6 1,021 (61.58%) Azure
7 1,000 (60.31%) Agile
8 948 (57.18%) JavaScript
9 880 (53.08%) MVC
10 862 (51.99%) Microsoft
11 769 (46.38%) .NET Core
12 757 (45.66%) ASP.NET
13 719 (43.37%) HTML
14 701 (42.28%) DevOps
15 689 (41.56%) CSS
16 666 (40.17%) React
17 547 (32.99%) ASP.NET Web API
18 535 (32.27%) AngularJS
19 520 (31.36%) Scrum
20 508 (30.64%) Git (software)
21 443 (26.72%) TDD
21 443 (26.72%) Azure DevOps
22 419 (25.27%) TypeScript
23 380 (22.92%) Full Stack Development
24 371 (22.38%) T-SQL
25 356 (21.47%) Unit Testing
26 339 (20.45%) ASP.NET MVC
27 338 (20.39%) jQuery
28 326 (19.66%) Social Skills
29 314 (18.94%) CI/CD

Entity Framework
Co-occurring IT Skills 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 64 (3.86%) IIS
2 49 (2.96%) SharePoint
3 47 (2.83%) CMS
4 34 (2.05%) Umbraco
5 19 (1.15%) SharePoint 2013
6 15 (0.90%) Confluence
6 15 (0.90%) Sitecore CMS
7 9 (0.54%) Sitefinity
8 8 (0.48%) DNN
9 7 (0.42%) NServiceBus
9 7 (0.42%) WordPress
10 3 (0.18%) Mule
10 3 (0.18%) Mule ESB
11 2 (0.12%) OpenROAD
12 1 (0.060%) Adobe Experience Manager
12 1 (0.060%) Apache Solr
12 1 (0.060%) ArcGIS
12 1 (0.060%) Drupal
12 1 (0.060%) Kentico
12 1 (0.060%) Oracle SOA Suite
Applications
1 11 (0.66%) Chatbot
2 8 (0.48%) Microsoft Excel
3 5 (0.30%) InVision
4 2 (0.12%) Microsoft Office
5 1 (0.060%) Adobe Illustrator
5 1 (0.060%) Photoshop
Business Applications
1 33 (1.99%) Dynamics CRM
2 2 (0.12%) Shopify
3 1 (0.060%) Dynamics NAV
3 1 (0.060%) Maximo
3 1 (0.060%) Sparx Enterprise Architect
Cloud Services
1 1,021 (61.58%) Azure
2 443 (26.72%) Azure DevOps
3 243 (14.66%) AWS
4 186 (11.22%) Serverless
5 119 (7.18%) Azure Service Bus
6 112 (6.76%) SaaS
7 107 (6.45%) PaaS
8 81 (4.89%) Azure Functions
9 74 (4.46%) Power Platform
10 59 (3.56%) Dynamics 365
11 47 (2.83%) Slack
12 40 (2.41%) Power Automate
13 39 (2.35%) GCP
13 39 (2.35%) PowerApps
14 38 (2.29%) Microsoft 365
15 37 (2.23%) NuGet
16 36 (2.17%) AWS Lambda
17 35 (2.11%) Amazon SQS
18 31 (1.87%) Azure Data Factory
19 28 (1.69%) Azure Cosmos DB
Communications & Networking
1 28 (1.69%) MQTT
2 18 (1.09%) HTTP
3 13 (0.78%) HTTPS
4 11 (0.66%) Internet
5 9 (0.54%) RIP
6 8 (0.48%) X.509
7 7 (0.42%) Broadband
8 5 (0.30%) Intranet
8 5 (0.30%) SSL
9 4 (0.24%) PBX
9 4 (0.24%) PSTN
9 4 (0.24%) TETRA
10 3 (0.18%) Firewall
Database & Business Intelligence
1 1,028 (62.00%) SQL Server
2 293 (17.67%) Relational Database
3 76 (4.58%) MySQL
3 76 (4.58%) RDBMS
4 73 (4.40%) NoSQL
5 69 (4.16%) PostgreSQL
6 58 (3.50%) Azure SQL Database
7 53 (3.20%) Elasticsearch
8 49 (2.96%) DynamoDB
8 49 (2.96%) MongoDB
9 46 (2.77%) Redis
10 39 (2.35%) SQL Server Integration Services
11 29 (1.75%) Couchbase
11 29 (1.75%) SQL Server Reporting Services
12 16 (0.97%) Power BI
13 9 (0.54%) MariaDB
14 8 (0.48%) Data Warehouse
15 7 (0.42%) Amazon RDS
16 6 (0.36%) Big Data
16 6 (0.36%) Spatial Data
Development Applications
1 508 (30.64%) Git (software)
2 228 (13.75%) Visual Studio
3 140 (8.44%) NUnit
4 122 (7.36%) Team Foundation Server
5 85 (5.13%) Selenium
6 74 (4.46%) MSTest
7 71 (4.28%) Moq
8 61 (3.68%) Octopus Deploy
9 53 (3.20%) JIRA
10 52 (3.14%) webpack
11 51 (3.08%) SpecFlow
12 49 (2.96%) TeamCity
13 36 (2.17%) Postman
14 33 (1.99%) Log4Net
14 33 (1.99%) Subversion
15 28 (1.69%) Cypress.io
15 28 (1.69%) JMeter
15 28 (1.69%) Newman
15 28 (1.69%) SoapUI
15 28 (1.69%) TestCafe
General
1 326 (19.66%) Social Skills
2 297 (17.91%) Finance
3 133 (8.02%) Inclusion and Diversity
4 131 (7.90%) Public Sector
5 99 (5.97%) Analytical Skills
6 65 (3.92%) Publishing
7 53 (3.20%) Marketing
8 52 (3.14%) Influencing Skills
8 52 (3.14%) Manufacturing
9 49 (2.96%) Local Government
10 45 (2.71%) Retail
11 37 (2.23%) Games
11 37 (2.23%) Law
12 33 (1.99%) Advertising
12 33 (1.99%) Organisational Skills
13 26 (1.57%) Telecoms
14 25 (1.51%) Legal
15 18 (1.09%) Banking
15 18 (1.09%) Esports
16 16 (0.97%) Back Office
Job Titles
1 1,363 (82.21%) Developer
2 626 (37.76%) .NET Developer
3 386 (23.28%) Senior Developer
4 362 (21.83%) Software Developer
5 260 (15.68%) C# Developer
6 194 (11.70%) C# .NET Developer
7 191 (11.52%) Full Stack Developer
8 172 (10.37%) Senior .NET Developer
9 145 (8.75%) Senior Software Developer
10 127 (7.66%) .NET Software Developer
11 118 (7.12%) Software Engineer
12 69 (4.16%) Applications Developer
13 65 (3.92%) Lead Developer
14 60 (3.62%) Consultant
15 58 (3.50%) Senior .NET Software Developer
16 57 (3.44%) C# Software Developer
17 48 (2.90%) ASP.NET Developer
17 48 (2.90%) SQL Developer
18 44 (2.65%) SaaS Developer
19 43 (2.59%) WinForms Developer
Libraries, Frameworks & Software Standards
1 1,613 (97.29%) .NET
2 1,422 (85.77%) .NET Framework
3 769 (46.38%) .NET Core
4 757 (45.66%) ASP.NET
5 719 (43.37%) HTML
6 689 (41.56%) CSS
7 666 (40.17%) React
8 547 (32.99%) ASP.NET Web API
9 535 (32.27%) AngularJS
10 339 (20.45%) ASP.NET MVC
11 338 (20.39%) jQuery
12 261 (15.74%) RESTful
13 249 (15.02%) REST
14 220 (13.27%) Twitter Bootstrap
15 210 (12.67%) HTML5
16 206 (12.42%) Web Services
17 196 (11.82%) LINQ
18 170 (10.25%) Vue.js
19 167 (10.07%) WCF
20 146 (8.81%) Dapper ORM
Miscellaneous
1 141 (8.50%) User Experience
2 101 (6.09%) Enterprise Software
3 85 (5.13%) Mobile App
4 59 (3.56%) Virtual Team
5 48 (2.90%) Greenfield Project
6 31 (1.87%) Self-Motivation
7 29 (1.75%) Cloud Native
8 24 (1.45%) Data Structures
9 22 (1.33%) Legacy Applications
10 21 (1.27%) Blog
11 19 (1.15%) Analytical Mindset
12 18 (1.09%) Online Games
12 18 (1.09%) Sports Betting
12 18 (1.09%) Video on Demand
13 17 (1.03%) N-Tier
14 16 (0.97%) Algorithms
15 13 (0.78%) Client/Server
15 13 (0.78%) Legacy Systems
16 11 (0.66%) Web 2.0
17 10 (0.60%) Management Information System
Operating Systems
1 120 (7.24%) Android
2 111 (6.69%) Apple iOS
3 93 (5.61%) Windows
4 22 (1.33%) Linux
5 8 (0.48%) Windows Server
6 7 (0.42%) Unix
Processes & Methodologies
1 1,000 (60.31%) Agile
2 880 (53.08%) MVC
3 701 (42.28%) DevOps
4 520 (31.36%) Scrum
5 443 (26.72%) TDD
6 380 (22.92%) Full Stack Development
7 356 (21.47%) Unit Testing
8 314 (18.94%) CI/CD
9 280 (16.89%) Microservices
10 257 (15.50%) SDLC
11 248 (14.96%) OO
12 242 (14.60%) Software Engineering
13 240 (14.48%) Problem-Solving
14 174 (10.49%) BDD
15 165 (9.95%) OOP
16 152 (9.17%) Test Automation
17 148 (8.93%) Web Development
18 145 (8.75%) User Stories
19 123 (7.42%) Continuous Integration
20 122 (7.36%) SOLID
Programming Languages
1 1,553 (93.67%) C#
2 1,069 (64.48%) SQL
3 948 (57.18%) JavaScript
4 419 (25.27%) TypeScript
5 371 (22.38%) T-SQL
6 102 (6.15%) Java
7 80 (4.83%) PowerShell
8 42 (2.53%) VB.NET
9 41 (2.47%) Python
10 30 (1.81%) Bash
11 28 (1.69%) Go
12 22 (1.33%) ES6
13 21 (1.27%) C++
14 19 (1.15%) PHP
15 8 (0.48%) Kotlin
15 8 (0.48%) XPath
16 7 (0.42%) VB
17 6 (0.36%) Apple Swift
17 6 (0.36%) Dart
18 4 (0.24%) XAML
Qualifications
1 123 (7.42%) Degree
2 118 (7.12%) Microsoft Certification
3 105 (6.33%) Security Cleared
4 77 (4.64%) SC Cleared
5 29 (1.75%) Computer Science Degree
6 22 (1.33%) DBS Check
7 7 (0.42%) DV Cleared
8 4 (0.24%) ITIL Foundation Certificate
9 3 (0.18%) MCPD
9 3 (0.18%) MCSD
10 2 (0.12%) Master's Degree
Quality Assurance & Compliance
1 90 (5.43%) QA
2 23 (1.39%) Accessibility
3 8 (0.48%) HIPAA
3 8 (0.48%) HL7
4 7 (0.42%) ISO/IEC 27001
5 4 (0.24%) GDPR
5 4 (0.24%) WAI
5 4 (0.24%) WCAG
6 3 (0.18%) Data Quality
7 2 (0.12%) Cyber Essentials
7 2 (0.12%) Cyber Essentials PLUS
System Software
1 160 (9.65%) Docker
2 11 (0.66%) Active Directory
3 6 (0.36%) VMware Infrastructure
4 2 (0.12%) Virtual Machines
Systems Management
1 130 (7.84%) Terraform
2 113 (6.82%) Kubernetes
3 46 (2.77%) MIIS
4 29 (1.75%) Grafana
4 29 (1.75%) Kibana
4 29 (1.75%) logstash
5 28 (1.69%) HAProxy
5 28 (1.69%) Opscode Chef
5 28 (1.69%) Opsgenie
5 28 (1.69%) Pingdom
5 28 (1.69%) ZABBIX
6 6 (0.36%) Single Sign-On
6 6 (0.36%) vCenter Server
7 5 (0.30%) Bugsnag
8 1 (0.060%) Ansible
8 1 (0.060%) Hadoop YARN
8 1 (0.060%) Prometheus
Vendors
1 862 (51.99%) Microsoft
2 137 (8.26%) Xamarin
3 78 (4.70%) Google
4 52 (3.14%) NEC
4 52 (3.14%) Northgate
5 38 (2.29%) New Relic
5 38 (2.29%) Oracle
6 26 (1.57%) IBM
7 22 (1.33%) Civica
8 18 (1.09%) Sun
9 17 (1.03%) Dell
9 17 (1.03%) Telerik
10 15 (0.90%) Sitecore
11 10 (0.60%) TOWER Software
12 9 (0.54%) GoCardless
12 9 (0.54%) Klarna
12 9 (0.54%) Xero
13 7 (0.42%) DevExpress
13 7 (0.42%) SAP
14 6 (0.36%) VMware