The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Liverpool. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 3 months to 29 June 2017 with a comparison to the same period over the previous 2 years.

Retailing
Merseyside > Liverpool
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 29 48 46
Rank change year-on-year +19 -2  
Permanent jobs citing Retail 24 9 5
As % of all permanent IT jobs advertised in Liverpool 6.35% 2.22% 1.23%
As % of the General category 16.11% 5.84% 3.11%
Number of salaries quoted 21 5 5
Liverpool median annual salary £45,000 £37,500 £27,500
Median salary % change year-on-year +20.00% +36.36%  
10th Percentile £19,250 £26,250 £22,150
90th Percentile £57,500 £54,750 £45,150
Merseyside median annual salary £40,000 £45,000 £45,000
% change year-on-year -11.11% -  

Retail is in the common 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 common skills.

General Skills
Liverpool
Permanent job vacancies with a requirement for common skills 149 154 161
As % of all permanent IT job vacancies advertised in Liverpool 39.42% 37.93% 39.66%
Number of salaries quoted 154 159 194
Liverpool median annual salary £42,500 £42,500 £41,250
Median salary % change year-on-year - +3.03%  
10th Percentile £25,750 £22,950 £23,150
90th Percentile £71,250 £65,000 £65,000
Merseyside median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Retail
Job Vacancy Trend in Liverpool

Job postings citing Retail as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Retail in Liverpool

Retail
Salary Trend in Liverpool

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

Salary trend for Retail in Liverpool

Retail
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Retail in Liverpool over the 3 months to 29 June 2017.

Salary histogram for Retail in Liverpool

For the 6 months to 29 June 2017, IT jobs citing Retail 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 Retail.

1 17 (40.48%) PHP
2 15 (35.71%) JavaScript
3 14 (33.33%) CSS
3 14 (33.33%) HTML
3 14 (33.33%) CMS
3 14 (33.33%) jQuery
4 12 (28.57%) MySQL
5 10 (23.81%) SQL
5 10 (23.81%) Management Information System
5 10 (23.81%) Symfony
6 9 (21.43%) OO
6 9 (21.43%) OOD
7 8 (19.05%) .NET
7 8 (19.05%) MVC
7 8 (19.05%) Laravel
7 8 (19.05%) Analytical Skills
8 7 (16.67%) Analytics
8 7 (16.67%) .NET Framework
8 7 (16.67%) Project Management
9 6 (14.29%) SAS
9 6 (14.29%) Finance
9 6 (14.29%) Requirements Analysis
9 6 (14.29%) Magento
9 6 (14.29%) Git (software)
9 6 (14.29%) Drupal
9 6 (14.29%) Node.js
9 6 (14.29%) AngularJS
9 6 (14.29%) NoSQL
9 6 (14.29%) SDLC
9 6 (14.29%) Microservices

Retail
Co-occurring 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 14 (33.33%) CMS
2 6 (14.29%) Drupal
2 6 (14.29%) SAS
3 3 (7.14%) Sitecore CMS
3 3 (7.14%) Umbraco
4 2 (4.76%) Apache Spark
Applications
1 1 (2.38%) Adobe Creative Suite
Business Applications
1 6 (14.29%) Magento
Cloud Services
1 5 (11.90%) Amazon AWS
1 5 (11.90%) Amazon EC2
1 5 (11.90%) Amazon S3
1 5 (11.90%) Amazon SQS
1 5 (11.90%) AWS Lambda
2 1 (2.38%) GitHub
Communications & Networking
1 1 (2.38%) Intranet
Database & Business Intelligence
1 12 (28.57%) MySQL
2 6 (14.29%) NoSQL
3 5 (11.90%) Amazon DynamoDB
3 5 (11.90%) Amazon RDS
3 5 (11.90%) Relational Database
4 3 (7.14%) SQL Server
5 1 (2.38%) Informix
5 1 (2.38%) MongoDB
Development Applications
1 6 (14.29%) Git (software)
2 5 (11.90%) PHPUnit
3 2 (4.76%) Visual Studio
4 1 (2.38%) Grunt
4 1 (2.38%) gulp
4 1 (2.38%) SoapUI
General
1 6 (14.29%) Finance
2 5 (11.90%) Marketing
3 2 (4.76%) Advertising
3 2 (4.76%) Banking
3 2 (4.76%) Games
Job Titles
1 22 (52.38%) Developer
2 17 (40.48%) PHP Developer
3 4 (9.52%) Architect
3 4 (9.52%) MI Manager
3 4 (9.52%) webMethods Architect
4 3 (7.14%) .NET Developer
4 3 (7.14%) Junior
4 3 (7.14%) Junior Developer
4 3 (7.14%) Junior PHP Developer
4 3 (7.14%) Project Manager
4 3 (7.14%) Senior Manager
4 3 (7.14%) Senior MI Manager
5 2 (4.76%) Analyst
5 2 (4.76%) Analytics Manager
5 2 (4.76%) Business Analyst
5 2 (4.76%) Data Manager
5 2 (4.76%) Drupal Developer
5 2 (4.76%) Front End Developer (Client-Side Developer)
5 2 (4.76%) Magento Developer
5 2 (4.76%) PHP Drupal Developer
Libraries, Frameworks & Software Standards
1 14 (33.33%) CSS
1 14 (33.33%) HTML
1 14 (33.33%) jQuery
2 10 (23.81%) Symfony
3 8 (19.05%) .NET
3 8 (19.05%) Laravel
4 7 (16.67%) .NET Framework
5 6 (14.29%) AngularJS
5 6 (14.29%) Node.js
6 5 (11.90%) Silex
6 5 (11.90%) Web Services
7 2 (4.76%) ASP.NET
7 2 (4.76%) ASP.NET MVC
7 2 (4.76%) ASP.NET Web Forms
7 2 (4.76%) Entity Framework
7 2 (4.76%) LINQ to SQL
8 1 (2.38%) CakePHP
8 1 (2.38%) CSS3
8 1 (2.38%) HTML5
8 1 (2.38%) React
Miscellaneous
1 10 (23.81%) Management Information System
2 8 (19.05%) Analytical Skills
3 3 (7.14%) User Experience
4 2 (4.76%) Algorithms
4 2 (4.76%) N-Tier
5 1 (2.38%) Enterprise Software
5 1 (2.38%) EPoS
5 1 (2.38%) Mobile App
Operating Systems
1 5 (11.90%) Unix
2 1 (2.38%) Windows
Processes & Methodologies
1 9 (21.43%) OO
1 9 (21.43%) OOD
2 8 (19.05%) MVC
3 7 (16.67%) Analytics
3 7 (16.67%) Project Management
4 6 (14.29%) Microservices
4 6 (14.29%) Requirements Analysis
4 6 (14.29%) SDLC
5 5 (11.90%) E-Commerce
5 5 (11.90%) Web Development
6 4 (9.52%) Agile Software Development
6 4 (9.52%) B2B
6 4 (9.52%) Data Architecture
6 4 (9.52%) High Availability
6 4 (9.52%) Migration
6 4 (9.52%) OO PHP
6 4 (9.52%) Risk Management
6 4 (9.52%) Root Cause Analysis
6 4 (9.52%) SOA
6 4 (9.52%) Supplier Management
Programming Languages
1 17 (40.48%) PHP
2 15 (35.71%) JavaScript
3 10 (23.81%) SQL
4 3 (7.14%) C#
5 2 (4.76%) Python
Qualifications
1 1 (2.38%) SC Cleared
1 1 (2.38%) Security Cleared
Quality Assurance & Compliance
1 1 (2.38%) QA
System Software
1 5 (11.90%) Docker
Vendors
1 4 (9.52%) Cognizant
1 4 (9.52%) Tableau
1 4 (9.52%) webMethods
2 3 (7.14%) Microsoft
2 3 (7.14%) Sitecore
3 2 (4.76%) Teradata
4 1 (2.38%) Adobe
4 1 (2.38%) Oracle
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