Period
to 23 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 23 May 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 140 130 123
Rank change year-on-year -10 -7 +5
Permanent jobs citing Entity Framework 82 100 142
As % of all permanent IT jobs advertised in Leeds 1.74% 1.98% 2.22%
As % of the Libraries, Frameworks & Software Standards category 4.62% 4.90% 5.75%
Number of salaries quoted 74 98 125
Leeds median annual salary £43,000 £40,000 £37,500
Median salary % change year-on-year +7.50% +6.67% -11.76%
10th Percentile £34,325 £29,075 £31,450
90th Percentile £52,500 £50,000 £45,000
West Yorkshire median annual salary £43,000 £40,000 £40,000
% change year-on-year +7.50% - -

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

All Software Libraries and Frameworks
Leeds
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,774 2,042 2,468
As % of all permanent IT jobs advertised in Leeds 37.61% 40.47% 38.66%
Number of salaries quoted 1,610 1,791 1,991
Leeds median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £31,250 £28,750 £27,500
90th Percentile £65,000 £61,250 £59,500
West Yorkshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Entity Framework
Job Vacancy Trend in Leeds

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

Job vacancy trend for Entity Framework in Leeds

Entity Framework
Salary Trend in Leeds

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

Salary trend for Entity Framework in Leeds

Entity Framework
Salary Histogram in Leeds

The salary distribution of IT jobs citing Entity Framework in Leeds over the 6 months to 23 May 2018.

Salary histogram for Entity Framework in Leeds

For the 6 months to 23 May 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 Leeds region with a requirement for Entity Framework.

1 77 (93.90%) C#
2 76 (92.68%) MVC
3 70 (85.37%) .NET
3 70 (85.37%) .NET Framework
4 69 (84.15%) JavaScript
5 65 (79.27%) ASP.NET
6 56 (68.29%) ASP.NET MVC
7 50 (60.98%) SQL
7 50 (60.98%) TDD
8 49 (59.76%) SQL Server
9 42 (51.22%) Agile Software Development
10 41 (50.00%) Unit Testing
11 40 (48.78%) Microsoft
12 37 (45.12%) Enterprise Software
13 35 (42.68%) BDD
14 27 (32.93%) CSS
14 27 (32.93%) Software Engineering
15 26 (31.71%) Pair Programming
16 21 (25.61%) AngularJS
16 21 (25.61%) Scrum
17 20 (24.39%) HTML
18 16 (19.51%) Domain-Driven Design
19 15 (18.29%) Finance
20 14 (17.07%) jQuery
20 14 (17.07%) ASP.NET Web API
21 13 (15.85%) SDLC
22 12 (14.63%) Team Foundation Server
22 12 (14.63%) Apache Flex
22 12 (14.63%) OO
23 11 (13.41%) Visual Studio

Entity Framework
Co-occurring IT Skills in Leeds 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 2 (2.44%) NServiceBus
1 2 (2.44%) Umbraco
2 1 (1.22%) IIS
Cloud Services
1 4 (4.88%) Microsoft Azure
2 2 (2.44%) Amazon AWS
Communications & Networking
1 1 (1.22%) HTTP
1 1 (1.22%) SMS
Database & Business Intelligence
1 49 (59.76%) SQL Server
2 11 (13.41%) NoSQL
3 10 (12.20%) MongoDB
4 9 (10.98%) RavenDB
5 3 (3.66%) Hadoop
5 3 (3.66%) Snowflake Schema
5 3 (3.66%) SQL Server 2008
5 3 (3.66%) SQL Server Integration Services
6 1 (1.22%) SQL Server 2012
6 1 (1.22%) SQL Server Reporting Services
Development Applications
1 12 (14.63%) Team Foundation Server
2 11 (13.41%) Git (software)
2 11 (13.41%) Visual Studio
3 10 (12.20%) JIRA
4 5 (6.10%) Octopus Deploy
5 3 (3.66%) TeamCity
6 2 (2.44%) Visual Studio Team System
7 1 (1.22%) Jenkins
7 1 (1.22%) Selenium
General
1 15 (18.29%) Finance
2 9 (10.98%) Retail
3 1 (1.22%) Pharmaceutical
Job Titles
1 80 (97.56%) Developer
2 54 (65.85%) C# Developer
3 45 (54.88%) .NET Developer
4 33 (40.24%) C# .NET Developer
5 22 (26.83%) ASP.NET MVC Developer
5 22 (26.83%) Senior Developer
6 21 (25.61%) Software Developer
7 20 (24.39%) ASP.NET Developer
7 20 (24.39%) C# ASP.NET Developer
8 15 (18.29%) SQL Developer
9 14 (17.07%) Senior C# Developer
10 11 (13.41%) C# Software Developer
10 11 (13.41%) Senior SQL Developer
11 10 (12.20%) JavaScript Developer
11 10 (12.20%) Senior JavaScript Developer
12 7 (8.54%) Senior .NET Developer
13 5 (6.10%) Senior Software Developer
14 4 (4.88%) Senior C# .NET Developer
15 3 (3.66%) .NET Software Developer
15 3 (3.66%) Senior C# ASP.NET Developer
Libraries, Frameworks & Software Standards
1 70 (85.37%) .NET
1 70 (85.37%) .NET Framework
2 65 (79.27%) ASP.NET
3 56 (68.29%) ASP.NET MVC
4 27 (32.93%) CSS
5 21 (25.61%) AngularJS
6 20 (24.39%) HTML
7 14 (17.07%) ASP.NET Web API
7 14 (17.07%) jQuery
8 12 (14.63%) Apache Flex
9 9 (10.98%) Ajax
9 9 (10.98%) KnockoutJS
9 9 (10.98%) React
10 7 (8.54%) HTML5
11 6 (7.32%) Twitter Bootstrap
12 3 (3.66%) CSS3
12 3 (3.66%) RESTful
12 3 (3.66%) Web Services
13 2 (2.44%) MSMQ
13 2 (2.44%) RabbitMQ
Miscellaneous
1 37 (45.12%) Enterprise Software
2 9 (10.98%) NHS
3 2 (2.44%) Greenfield Project
4 1 (1.22%) Analytical Skills
Operating Systems
1 1 (1.22%) Windows
1 1 (1.22%) Windows Server 2008
1 1 (1.22%) Windows Server 2012
Processes & Methodologies
1 76 (92.68%) MVC
2 50 (60.98%) TDD
3 42 (51.22%) Agile Software Development
4 41 (50.00%) Unit Testing
5 35 (42.68%) BDD
6 27 (32.93%) Software Engineering
7 26 (31.71%) Pair Programming
8 21 (25.61%) Scrum
9 16 (19.51%) Domain-Driven Design
10 13 (15.85%) SDLC
11 12 (14.63%) OO
12 11 (13.41%) SOLID
13 10 (12.20%) OOP
14 3 (3.66%) Data Modelling
14 3 (3.66%) ETL
14 3 (3.66%) Health Informatics
14 3 (3.66%) Informatics
14 3 (3.66%) Time Management
14 3 (3.66%) User Acceptance Testing
15 2 (2.44%) Continuous Integration
Programming Languages
1 77 (93.90%) C#
2 69 (84.15%) JavaScript
3 50 (60.98%) SQL
4 6 (7.32%) T-SQL
5 1 (1.22%) PowerShell
5 1 (1.22%) R
5 1 (1.22%) TypeScript
System Software
1 1 (1.22%) Docker
Systems Management
1 3 (3.66%) Ansible
1 3 (3.66%) Opscode Chef
1 3 (3.66%) Puppet
Vendors
1 40 (48.78%) Microsoft
2 6 (7.32%) Google
2 6 (7.32%) Twitter
3 1 (1.22%) Sitecore