Period
to

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Entity Framework skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Entity Framework over the 6 months to 23 May 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Microsoft Entity Framework
England > London
6 months to
23 May 2022
Same period 2021 Same period 2020
Rank 453 406 334
Rank change year-on-year -47 -72 +19
Contract jobs citing Entity Framework 124 66 99
As % of all contract jobs advertised in London 0.32% 0.27% 0.50%
As % of the Libraries, Frameworks & Software Standards category 1.04% 0.75% 1.32%
Number of daily rates quoted 96 53 73
10th Percentile £400 £363 £371
25th Percentile £450 £420 £425
Median daily rate (50th Percentile) £525 £543 £490
Median % change year-on-year -3.23% +10.71% +3.16%
75th Percentile £638 £600 £575
90th Percentile £694 £638 £750
England median daily rate £475 £433 £411
% change year-on-year +9.83% +5.17% -4.91%
Number of hourly rates quoted 0 1 0
Median hourly rate - £44.50 -
England median hourly rate £61.50 £39.25 £45.00
% change year-on-year +56.69% -12.78% -2.70%

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 contract job vacancies advertised in London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 11,903 8,850 7,517
As % of all contract IT jobs advertised in London 31.10% 36.45% 37.81%
Number of daily rates quoted 9,251 6,621 5,599
10th Percentile £425 £381 £375
25th Percentile £506 £450 £450
Median daily rate (50th Percentile) £600 £525 £525
Median % change year-on-year +14.29% - -
75th Percentile £711 £638 £625
90th Percentile £800 £713 £700
England median daily rate £574 £500 £500
% change year-on-year +14.80% - -
Number of hourly rates quoted 63 33 33
10th Percentile £27.25 £19.39 £23.80
25th Percentile £35.00 £36.75 £31.25
Median hourly rate £46.00 £50.00 £48.85
Median % change year-on-year -8.00% +2.35% +8.66%
75th Percentile £66.13 £65.00 £63.00
90th Percentile £75.75 £68.00 £68.71
England median hourly rate £50.25 £47.00 £46.42
% change year-on-year +6.91% +1.26% +3.24%

Entity Framework
Job Vacancy Trend in London

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

Job vacancy trend for Entity Framework in London

Entity Framework
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Entity Framework in London.

Daily rate trend for Entity Framework in London

Entity Framework
Daily Rate Histogram in London

Daily rate distribution for jobs citing Entity Framework in London over the 6 months to 23 May 2022.

Daily rate histogram for Entity Framework in London

Entity Framework
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Entity Framework in London.

Hourly rate trend for Entity Framework in London

Entity Framework
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Entity Framework within the London region over the 6 months to 23 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Central London -21 16 £488 -15.22% 13
South London -14 6 £713 +50.00% 3
Entity Framework
England

For the 6 months to 23 May 2022, IT contractor 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 contract job ads across the London region with a requirement for Entity Framework.

1 121 (97.58%) .NET
2 111 (89.52%) C#
3 109 (87.90%) .NET Framework
4 82 (66.13%) SQL Server
5 80 (64.52%) Azure
6 73 (58.87%) Agile
7 62 (50.00%) DevOps
8 58 (46.77%) AngularJS
9 53 (42.74%) ASP.NET
10 52 (41.94%) SQL
11 45 (36.29%) MVC
11 45 (36.29%) TDD
12 44 (35.48%) Finance
12 44 (35.48%) .NET Core
13 40 (32.26%) JavaScript
13 40 (32.26%) Git (software)
14 39 (31.45%) Microservices
15 37 (29.84%) ASP.NET MVC
16 34 (27.42%) Social Skills
17 33 (26.61%) HTML
17 33 (26.61%) Microsoft
18 32 (25.81%) ASP.NET Web API
19 28 (22.58%) Full Stack Development
19 28 (22.58%) CI/CD
20 26 (20.97%) CSS
21 25 (20.16%) Azure Service Bus
21 25 (20.16%) React
22 24 (19.35%) REST
23 23 (18.55%) Continuous Integration
24 22 (17.74%) TypeScript

Entity Framework
Co-occurring IT Skills in London 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 6 (4.84%) Confluence
1 6 (4.84%) Elasticsearch
2 3 (2.42%) CMS
3 2 (1.61%) BizTalk Server
3 2 (1.61%) EPiServer
3 2 (1.61%) IIS
3 2 (1.61%) Umbraco
4 1 (0.81%) DNN
4 1 (0.81%) Ethereum
4 1 (0.81%) Immediacy CMS
4 1 (0.81%) Kentico
4 1 (0.81%) SharePoint
4 1 (0.81%) Sitecore CMS
4 1 (0.81%) Sitefinity
4 1 (0.81%) WebLogic
Applications
1 2 (1.61%) Microsoft Office
Business Applications
1 3 (2.42%) Dynamics CRM
2 1 (0.81%) Endur
Cloud Services
1 80 (64.52%) Azure
2 25 (20.16%) Azure Service Bus
3 21 (16.94%) AWS
3 21 (16.94%) Serverless
4 16 (12.90%) Azure Functions
5 14 (11.29%) Amazon SQS
6 10 (8.06%) Azure Logic Apps
7 9 (7.26%) PaaS
8 6 (4.84%) AWS Lambda
9 5 (4.03%) Azure Cosmos DB
9 5 (4.03%) SaaS
10 3 (2.42%) Azure Active Directory
10 3 (2.42%) Azure Key Vault
10 3 (2.42%) Azure Pipelines
10 3 (2.42%) Figma
10 3 (2.42%) GitHub
10 3 (2.42%) Microsoft 365
11 2 (1.61%) Amazon CloudSearch
11 2 (1.61%) Amazon CloudWatch
11 2 (1.61%) Datadog
Database & Business Intelligence
1 82 (66.13%) SQL Server
2 17 (13.71%) Azure SQL Database
3 15 (12.10%) PostgreSQL
4 8 (6.45%) Relational Database
5 5 (4.03%) NoSQL
6 4 (3.23%) DB2
7 3 (2.42%) MongoDB
7 3 (2.42%) RDBMS
7 3 (2.42%) Redis
8 2 (1.61%) Amazon DynamoDB
8 2 (1.61%) Amazon RDS
8 2 (1.61%) SQL Server Integration Services
8 2 (1.61%) SQL Server Reporting Services
9 1 (0.81%) Big Data
9 1 (0.81%) Data Warehouse
9 1 (0.81%) Power BI
Development Applications
1 40 (32.26%) Git (software)
2 18 (14.52%) JIRA
3 14 (11.29%) SpecFlow
4 11 (8.87%) Octopus Deploy
4 11 (8.87%) Visual Studio
5 6 (4.84%) NUnit
6 4 (3.23%) Jasmine
6 4 (3.23%) Moq
7 3 (2.42%) Jenkins
7 3 (2.42%) Pylint
8 2 (1.61%) Bitbucket
8 2 (1.61%) Karma Test Runner
8 2 (1.61%) Selenium
8 2 (1.61%) Subversion
8 2 (1.61%) TeamCity
8 2 (1.61%) Visual Studio Team System
9 1 (0.81%) CircleCI
9 1 (0.81%) MSTest
General
1 44 (35.48%) Finance
2 34 (27.42%) Social Skills
3 13 (10.48%) Banking
4 8 (6.45%) Analytical Skills
5 7 (5.65%) Front Office
6 4 (3.23%) Legal
7 3 (2.42%) Pharmaceutical
7 3 (2.42%) Presentation Skills
8 2 (1.61%) Back Office
8 2 (1.61%) Documentation Skills
8 2 (1.61%) Financial Institution
8 2 (1.61%) Organisational Skills
8 2 (1.61%) Public Sector
9 1 (0.81%) Investment Banking
9 1 (0.81%) Marketing
9 1 (0.81%) Retail
Job Titles
1 100 (80.65%) Developer
2 66 (53.23%) .NET Developer
3 36 (29.03%) C# Developer
4 24 (19.35%) C# .NET Developer
5 15 (12.10%) Angular Developer
6 8 (6.45%) Full Stack Developer
7 7 (5.65%) Integration Developer
7 7 (5.65%) Python Developer
8 6 (4.84%) Azure Developer
8 6 (4.84%) C# Software Developer
8 6 (4.84%) Microsoft Developer
8 6 (4.84%) Senior Developer
8 6 (4.84%) Software Developer
9 5 (4.03%) React Developer
10 4 (3.23%) .NET Software Developer
10 4 (3.23%) Architect
10 4 (3.23%) ASP.NET Developer
10 4 (3.23%) Azure DevOps
10 4 (3.23%) Senior .NET Developer
10 4 (3.23%) SQL Developer
Libraries, Frameworks & Software Standards
1 121 (97.58%) .NET
2 109 (87.90%) .NET Framework
3 58 (46.77%) AngularJS
4 53 (42.74%) ASP.NET
5 44 (35.48%) .NET Core
6 37 (29.84%) ASP.NET MVC
7 33 (26.61%) HTML
8 32 (25.81%) ASP.NET Web API
9 26 (20.97%) CSS
10 25 (20.16%) React
11 24 (19.35%) REST
12 19 (15.32%) HTML5
13 16 (12.90%) Vue.js
14 15 (12.10%) Dapper ORM
15 14 (11.29%) LINQ
15 14 (11.29%) RESTful
15 14 (11.29%) WPF
16 12 (9.68%) ASP.NET Core
16 12 (9.68%) WCF
17 9 (7.26%) Twitter Bootstrap
Miscellaneous
1 9 (7.26%) Foreign Exchange (FX)
2 7 (5.65%) Hedge funds
3 6 (4.84%) Legacy Systems
3 6 (4.84%) Reference Data
3 6 (4.84%) Spread Betting
3 6 (4.84%) User Experience
4 5 (4.03%) Self-Motivation
5 4 (3.23%) Cloud Native
5 4 (3.23%) Data Protection Act
6 3 (2.42%) Data Structures
6 3 (2.42%) Market Risk
6 3 (2.42%) Virtual Team
7 2 (1.61%) Enterprise Software
7 2 (1.61%) EPoS
7 2 (1.61%) Greenfield Project
8 1 (0.81%) Blockchain
8 1 (0.81%) Learning Management System
8 1 (0.81%) Mobile App
8 1 (0.81%) NHS
8 1 (0.81%) Tandem
Operating Systems
1 5 (4.03%) Windows
2 3 (2.42%) Linux
3 2 (1.61%) Windows 10
Processes & Methodologies
1 73 (58.87%) Agile
2 62 (50.00%) DevOps
3 45 (36.29%) MVC
3 45 (36.29%) TDD
4 39 (31.45%) Microservices
5 28 (22.58%) CI/CD
5 28 (22.58%) Full Stack Development
6 23 (18.55%) Continuous Integration
7 22 (17.74%) Scrum
8 21 (16.94%) BDD
9 19 (15.32%) Problem-Solving
10 18 (14.52%) Refactoring
10 18 (14.52%) Unit Testing
11 17 (13.71%) SOLID
12 14 (11.29%) Test Automation
13 12 (9.68%) Clean Code
14 10 (8.06%) Domain-Driven Design
14 10 (8.06%) Kanban
14 10 (8.06%) SOA
15 9 (7.26%) Software Engineering
Programming Languages
1 111 (89.52%) C#
2 52 (41.94%) SQL
3 40 (32.26%) JavaScript
4 22 (17.74%) T-SQL
4 22 (17.74%) TypeScript
5 13 (10.48%) Python
6 3 (2.42%) Java
6 3 (2.42%) PowerShell
7 2 (1.61%) C
8 1 (0.81%) VB.NET
Qualifications
1 9 (7.26%) Degree
2 7 (5.65%) SC Cleared
2 7 (5.65%) Security Cleared
3 4 (3.23%) Computer Science Degree
4 2 (1.61%) AWS Certification
4 2 (1.61%) Numerate Degree
5 1 (0.81%) BPSS Clearance
Quality Assurance & Compliance
1 5 (4.03%) QA
2 2 (1.61%) GDPR
3 1 (0.81%) DICOM
3 1 (0.81%) HL7
System Software
1 11 (8.87%) Docker
2 1 (0.81%) Active Directory
Systems Management
1 12 (9.68%) Kubernetes
2 2 (1.61%) Terraform
3 1 (0.81%) MIIS
3 1 (0.81%) Single Sign-On
Vendors
1 33 (26.61%) Microsoft
2 6 (4.84%) Oracle
3 3 (2.42%) Atlassian
3 3 (2.42%) Sybase
4 2 (1.61%) ESRI
4 2 (1.61%) Sitecore
4 2 (1.61%) Telerik
5 1 (0.81%) Alterian
5 1 (0.81%) Databricks
5 1 (0.81%) Google
5 1 (0.81%) OpenLink