Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period over the previous 2 years.

Retailing
Merseyside > Liverpool
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 25 73 64
Rank change year-on-year +48 -9 -35
Permanent jobs citing Retail 57 23 5
As % of all permanent IT jobs advertised in Liverpool 7.48% 2.15% 0.74%
As % of the General category 15.79% 6.53% 1.95%
Number of salaries quoted 50 15 4
Liverpool median annual salary £41,000 £40,000 £41,250
Median salary % change year-on-year +2.50% -3.03% -15.64%
10th Percentile £27,500 £27,350 £29,850
90th Percentile £58,000 £61,250 £45,325
Merseyside median annual salary £41,000 £40,000 £26,000
% change year-on-year +2.50% +53.85% -38.82%

Retail is in the General Skills category. The following 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.

All General Skills
Liverpool
Permanent vacancies with a requirement for common skills 361 352 256
As % of all permanent IT jobs advertised in Liverpool 47.38% 32.90% 37.65%
Number of salaries quoted 263 203 195
Liverpool median annual salary £45,000 £42,500 £43,500
Median salary % change year-on-year +5.88% -2.30% +8.75%
10th Percentile £26,250 £25,000 £24,750
90th Percentile £65,800 £63,250 £70,000
Merseyside median annual salary £42,500 £42,500 £42,500

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 6 months to 18 November 2017.

Salary histogram for Retail in Liverpool

For the 6 months to 18 November 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 28 (49.12%) PHP
2 20 (35.09%) JavaScript
2 20 (35.09%) Git (software)
3 18 (31.58%) Node.js
3 18 (31.58%) AngularJS
3 18 (31.58%) Docker
4 15 (26.32%) MySQL
4 15 (26.32%) Web Services
5 14 (24.56%) CSS
5 14 (24.56%) HTML
5 14 (24.56%) jQuery
5 14 (24.56%) Agile Software Development
6 13 (22.81%) Amazon AWS
6 13 (22.81%) Laravel
6 13 (22.81%) OO
7 12 (21.05%) OOD
7 12 (21.05%) NoSQL
7 12 (21.05%) Amazon SQS
7 12 (21.05%) Amazon EC2
7 12 (21.05%) Amazon S3
7 12 (21.05%) PHPUnit
7 12 (21.05%) Symfony
7 12 (21.05%) Relational Database
7 12 (21.05%) Microservices
7 12 (21.05%) Amazon DynamoDB
7 12 (21.05%) Amazon RDS
7 12 (21.05%) Silex
7 12 (21.05%) AWS Lambda
7 12 (21.05%) Serverless
8 11 (19.30%) CMS

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 11 (19.30%) CMS
2 7 (12.28%) Drupal
3 5 (8.77%) nginx
3 5 (8.77%) SAS
4 3 (5.26%) Apache
4 3 (5.26%) Apache Spark
4 3 (5.26%) WordPress
5 2 (3.51%) Elasticsearch
5 2 (3.51%) Tomcat
Business Applications
1 7 (12.28%) Magento
Cloud Services
1 13 (22.81%) Amazon AWS
2 12 (21.05%) Amazon EC2
2 12 (21.05%) Amazon S3
2 12 (21.05%) Amazon SQS
2 12 (21.05%) AWS Lambda
2 12 (21.05%) Serverless
3 5 (8.77%) npm
Communications & Networking
1 2 (3.51%) AMQP
Database & Business Intelligence
1 15 (26.32%) MySQL
2 12 (21.05%) Amazon DynamoDB
2 12 (21.05%) Amazon RDS
2 12 (21.05%) NoSQL
2 12 (21.05%) Relational Database
3 3 (5.26%) MongoDB
3 3 (5.26%) SQL Server
4 1 (1.75%) Informix
4 1 (1.75%) SQL Server Analysis Services
4 1 (1.75%) SQL Server Integration Services
4 1 (1.75%) SQL Server Reporting Services
Development Applications
1 20 (35.09%) Git (software)
2 12 (21.05%) PHPUnit
3 8 (14.04%) Grunt
3 8 (14.04%) gulp
4 7 (12.28%) Jenkins
5 5 (8.77%) webpack
6 1 (1.75%) Bitbucket
6 1 (1.75%) SoapUI
6 1 (1.75%) Vagrant
General
1 6 (10.53%) Finance
2 4 (7.02%) Games
3 3 (5.26%) Advertising
4 2 (3.51%) Marketing
Job Titles
1 34 (59.65%) Developer
2 24 (42.11%) PHP Developer
3 8 (14.04%) Project Manager
3 8 (14.04%) Web Developer
4 4 (7.02%) Applications Developer
4 4 (7.02%) Architect
4 4 (7.02%) IT Manager
4 4 (7.02%) IT Project Manager
4 4 (7.02%) Junior
4 4 (7.02%) Junior Developer
4 4 (7.02%) Junior PHP Developer
4 4 (7.02%) Solutions Architect
4 4 (7.02%) Web Applications Developer
5 3 (5.26%) Angular Developer
5 3 (5.26%) Data Manager
5 3 (5.26%) JavaScript Developer
5 3 (5.26%) Senior IT Manager
5 3 (5.26%) Senior IT Project Manager
5 3 (5.26%) Senior Manager
5 3 (5.26%) Senior Project Manager
Libraries, Frameworks & Software Standards
1 18 (31.58%) AngularJS
1 18 (31.58%) Node.js
2 15 (26.32%) Web Services
3 14 (24.56%) CSS
3 14 (24.56%) HTML
3 14 (24.56%) jQuery
4 13 (22.81%) Laravel
5 12 (21.05%) Silex
5 12 (21.05%) Symfony
6 8 (14.04%) Sass
7 5 (8.77%) REST
7 5 (8.77%) Vue (Vue.js)
8 2 (3.51%) Kafka
8 2 (3.51%) LAMP
8 2 (3.51%) RabbitMQ
8 2 (3.51%) XML
9 1 (1.75%) JSON
9 1 (1.75%) Middleware
9 1 (1.75%) RESTful
9 1 (1.75%) SOAP
Miscellaneous
1 7 (12.28%) Analytical Skills
2 6 (10.53%) Mobile App
3 5 (8.77%) User Experience
4 4 (7.02%) Online Games
5 3 (5.26%) Algorithms
6 1 (1.75%) EPoS
6 1 (1.75%) Smart Meter
Operating Systems
1 3 (5.26%) Linux
1 3 (5.26%) Unix
2 2 (3.51%) CentOS
2 2 (3.51%) SUSE
2 2 (3.51%) Ubuntu
3 1 (1.75%) Windows
Processes & Methodologies
1 14 (24.56%) Agile Software Development
2 13 (22.81%) OO
3 12 (21.05%) Microservices
3 12 (21.05%) OOD
4 8 (14.04%) MVC
5 7 (12.28%) OO PHP
6 6 (10.53%) Waterfall
7 5 (8.77%) Change Control
7 5 (8.77%) Data Modelling
7 5 (8.77%) Logistic Regression
7 5 (8.77%) Programme Management
7 5 (8.77%) Project Governance
7 5 (8.77%) Project Management
7 5 (8.77%) Risk Management
7 5 (8.77%) SDLC
7 5 (8.77%) Test Automation
7 5 (8.77%) Time Management
8 4 (7.02%) Data Protection
8 4 (7.02%) E-Commerce
8 4 (7.02%) Web Development
Programming Languages
1 28 (49.12%) PHP
2 20 (35.09%) JavaScript
3 6 (10.53%) SQL
4 5 (8.77%) Python
5 3 (5.26%) Bash Shell
6 1 (1.75%) PHP 7
6 1 (1.75%) T-SQL
6 1 (1.75%) TypeScript
Qualifications
1 2 (3.51%) Degree
2 1 (1.75%) SC Cleared
2 1 (1.75%) Security Cleared
Quality Assurance & Compliance
1 1 (1.75%) QA
System Software
1 18 (31.58%) Docker
Systems Management
1 2 (3.51%) Ansible
Vendors
1 5 (8.77%) Teradata
2 4 (7.02%) Oracle
3 2 (3.51%) Zend
4 1 (1.75%) Anaplan
4 1 (1.75%) Capita
4 1 (1.75%) Microsoft