The following table provides summary statistics for permanent job vacancies advertised in Liverpool with a requirement for LINQ skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited LINQ over the 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Language Integrated Query (LINQ)
Merseyside / Liverpool
Rank 44 56 -
Rank change year-on-year +12 -  
Permanent jobs citing LINQ 7 2 0
As % of all permanent IT jobs advertised in Liverpool 1.75% 0.51% -
As % of the Libraries, Frameworks & Software Standards category 4.27% 1.44% -
Number of salaries quoted 6 2 0
Median salary £37,500 £34,000 -
Median salary % change year-on-year +10.29% -  
UK excluding London median salary £42,500 £44,000 £40,000
% change year-on-year -3.40% +10.00%  

LINQ is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Liverpool with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Liverpool
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 164 139 168
As % of all permanent IT job vacancies advertised in Liverpool 40.90% 35.46% 40.29%
Number of salaries quoted 130 124 137
Median salary £35,000 £40,000 £41,000
Median salary % change year-on-year -12.50% -2.43%  
90% offered a salary of more than £25,000 £30,000 £29,500
10% offered a salary of more than £42,900 £60,000 £50,000
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

LINQ
Job Vacancy Trend in Liverpool

The job posting trend of jobs advertised in Liverpool citing LINQ as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for LINQ in Liverpool

LINQ
Salary Trend in Liverpool

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing LINQ in Liverpool.

Salary trend for LINQ in Liverpool

LINQ
Top 30 Related IT Skills in Liverpool

For the 6 months to 22 March 2017, IT jobs citing LINQ also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Liverpool region with a requirement for LINQ.

1 15 (100.00%) C#
2 13 (86.67%) .NET
2 13 (86.67%) ASP.NET
3 11 (73.33%) SQL
4 7 (46.67%) Microsoft
4 7 (46.67%) Agile Software Development
4 7 (46.67%) Logistics
5 6 (40.00%) JavaScript
6 5 (33.33%) VB
6 5 (33.33%) CSS
6 5 (33.33%) Ajax
7 4 (26.67%) Scrum
7 4 (26.67%) Web Development
7 4 (26.67%) WCF
7 4 (26.67%) SQL Server
8 3 (20.00%) T-SQL
8 3 (20.00%) MVC
8 3 (20.00%) E-Commerce
8 3 (20.00%) .NET Framework
8 3 (20.00%) Kanban
8 3 (20.00%) Team Foundation Server
8 3 (20.00%) Relational Database
9 2 (13.33%) Entity Framework
9 2 (13.33%) Performance Tuning
9 2 (13.33%) Microsoft Azure
9 2 (13.33%) High Availability
9 2 (13.33%) ASP.NET MVC
9 2 (13.33%) Clustering
9 2 (13.33%) Dynamics CRM
9 2 (13.33%) Dynamics AX

LINQ
Top Related IT Skills in Liverpool 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 1 (6.67%) BizTalk Server
1 1 (6.67%) Elasticsearch
1 1 (6.67%) SharePoint
Business Applications
1 2 (13.33%) Dynamics AX
1 2 (13.33%) Dynamics CRM
Cloud Services
1 2 (13.33%) Microsoft Azure
2 1 (6.67%) Amazon AWS
2 1 (6.67%) Amazon S3
2 1 (6.67%) Amazon SQS
2 1 (6.67%) CloudFront
2 1 (6.67%) SaaS
Database & Business Intelligence
1 4 (26.67%) SQL Server
2 3 (20.00%) Relational Database
3 2 (13.33%) SQL Server 2008
3 2 (13.33%) SQL Server Integration Services
3 2 (13.33%) SQL Server Reporting Services
4 1 (6.67%) MongoDB
4 1 (6.67%) SQL Server 2016
Development Applications
1 3 (20.00%) Team Foundation Server
2 1 (6.67%) Git (software)
2 1 (6.67%) MSTest
2 1 (6.67%) NUnit
2 1 (6.67%) Octopus Deploy
2 1 (6.67%) Visual Studio
General
1 2 (13.33%) Billing
2 1 (6.67%) Advertising
Job Titles
1 13 (86.67%) Developer
2 7 (46.67%) Software Developer
3 3 (20.00%) .NET Developer
3 3 (20.00%) Architect
3 3 (20.00%) C# Developer
3 3 (20.00%) Lead Architect
3 3 (20.00%) Lead Developer
3 3 (20.00%) Technical Architect
3 3 (20.00%) Technical Developer
3 3 (20.00%) Technical Leader
4 2 (13.33%) C# Software Developer
4 2 (13.33%) DBA
4 2 (13.33%) SQL DBA
5 1 (6.67%) Administrator
5 1 (6.67%) Analyst
5 1 (6.67%) C# ASP.NET Developer
5 1 (6.67%) Junior
5 1 (6.67%) Junior Analyst
5 1 (6.67%) Junior DBA
5 1 (6.67%) Senior Developer
Libraries, Frameworks & Software Standards
1 13 (86.67%) .NET
1 13 (86.67%) ASP.NET
2 5 (33.33%) Ajax
2 5 (33.33%) CSS
3 4 (26.67%) WCF
4 3 (20.00%) .NET Framework
5 2 (13.33%) ASP.NET MVC
5 2 (13.33%) Entity Framework
5 2 (13.33%) WPF
6 1 (6.67%) AngularJS
6 1 (6.67%) ASP.NET Web API
6 1 (6.67%) Ember.js
6 1 (6.67%) HTML
6 1 (6.67%) jQuery
6 1 (6.67%) Ninject
6 1 (6.67%) REST
6 1 (6.67%) XML
Miscellaneous
1 2 (13.33%) Clustering
2 1 (6.67%) Client/Server
2 1 (6.67%) Streaming Video
Operating Systems
1 1 (6.67%) Windows
Processes & Methodologies
1 7 (46.67%) Agile Software Development
1 7 (46.67%) Logistics
2 4 (26.67%) Scrum
2 4 (26.67%) Web Development
3 3 (20.00%) E-Commerce
3 3 (20.00%) Kanban
3 3 (20.00%) MVC
4 2 (13.33%) CRM
4 2 (13.33%) Disaster Recovery
4 2 (13.33%) High Availability
4 2 (13.33%) OO
4 2 (13.33%) OOP
4 2 (13.33%) Performance Tuning
4 2 (13.33%) TDD
5 1 (6.67%) Continuous Deployment
5 1 (6.67%) Continuous Integration
5 1 (6.67%) Dependency Injection
5 1 (6.67%) Unit Testing
Programming Languages
1 15 (100.00%) C#
2 11 (73.33%) SQL
3 6 (40.00%) JavaScript
4 5 (33.33%) VB
5 3 (20.00%) T-SQL
6 2 (13.33%) PowerShell
7 1 (6.67%) VB.NET
System Software
1 2 (13.33%) Hyper-V
Vendors
1 7 (46.67%) Microsoft
2 1 (6.67%) Xamarin
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