Period
to 22 October 2018

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Cheltenham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 22 October 2018 with a comparison to the same period over the previous 2 years.

Retailing
Gloucestershire > Cheltenham
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 44 34 49
Rank change year-on-year -10 +15 -7
Permanent jobs citing Retail 36 48 48
As % of all permanent IT jobs advertised in Cheltenham 5.48% 10.55% 5.67%
As % of the General category 17.06% 24.62% 14.59%
Number of salaries quoted 34 48 44
Cheltenham median annual salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00% -16.67%
10th Percentile £31,250 £32,125 £33,750
90th Percentile £66,250 £60,000 £62,500
Gloucestershire median annual salary £55,000 £45,000 £51,250
% change year-on-year +22.22% -12.20% -14.58%

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 Cheltenham with a requirement for common skills.

All General Skills
Cheltenham
Permanent vacancies with a requirement for common skills 211 195 329
As % of all permanent IT jobs advertised in Cheltenham 32.12% 42.86% 38.89%
Number of salaries quoted 177 172 267
Cheltenham median annual salary £47,500 £42,500 £47,500
Median salary % change year-on-year +11.76% -10.53% +18.75%
10th Percentile £22,150 £24,025 £26,250
90th Percentile £65,000 £60,000 £67,500
Gloucestershire median annual salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -5.56% +5.88%

Retail
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Retail in Cheltenham

Retail
Salary Trend in Cheltenham

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

Salary trend for Retail in Cheltenham

Retail
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Retail in Cheltenham over the 6 months to 22 October 2018.

Salary histogram for Retail in Cheltenham

For the 6 months to 22 October 2018, IT jobs citing Retail 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 Cheltenham region with a requirement for Retail.

1 29 (80.56%) E-Commerce
2 28 (77.78%) Agile Software Development
3 27 (75.00%) Amazon AWS
4 25 (69.44%) Java
5 21 (58.33%) RESTful
5 21 (58.33%) Microsoft Azure
5 21 (58.33%) Machine Learning
5 21 (58.33%) Continuous Integration
5 21 (58.33%) Big Data
6 20 (55.56%) Microservices
6 20 (55.56%) Artificial Intelligence
7 18 (50.00%) NoSQL
8 17 (47.22%) MongoDB
8 17 (47.22%) Amazon DynamoDB
9 11 (30.56%) SOAP
10 8 (22.22%) Atlassian Bamboo
11 7 (19.44%) Test Automation
11 7 (19.44%) SoapUI
11 7 (19.44%) QA
11 7 (19.44%) Selenium
11 7 (19.44%) Maven
11 7 (19.44%) Jenkins
11 7 (19.44%) DevOps
11 7 (19.44%) QA Automation
11 7 (19.44%) Continuous Deployment
12 6 (16.67%) JSON
12 6 (16.67%) Amazon EC2
12 6 (16.67%) XML
12 6 (16.67%) Linux
13 5 (13.89%) IntelliJ

Retail
Co-occurring IT Skills in Cheltenham 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 4 (11.11%) JBoss
1 4 (11.11%) Mule
1 4 (11.11%) Mule ESB
1 4 (11.11%) Tomcat
2 2 (5.56%) CMS
3 1 (2.78%) Apache
3 1 (2.78%) Apache Spark
3 1 (2.78%) Confluence
Applications
1 2 (5.56%) Microsoft Excel
2 1 (2.78%) Microsoft Office
Cloud Services
1 27 (75.00%) Amazon AWS
2 21 (58.33%) Microsoft Azure
3 6 (16.67%) Amazon EC2
4 4 (11.11%) SaaS
5 1 (2.78%) Amazon EMR
5 1 (2.78%) Amazon Kinesis
5 1 (2.78%) Amazon S3
5 1 (2.78%) Amazon SQS
Database & Business Intelligence
1 21 (58.33%) Big Data
2 18 (50.00%) NoSQL
3 17 (47.22%) Amazon DynamoDB
3 17 (47.22%) MongoDB
4 2 (5.56%) MySQL
5 1 (2.78%) Amazon Redshift
5 1 (2.78%) Apache Hive
5 1 (2.78%) Data Warehouse
5 1 (2.78%) DataStage
5 1 (2.78%) PostgreSQL
5 1 (2.78%) Relational Database
5 1 (2.78%) SQL Server
5 1 (2.78%) SQL Server Integration Services
Development Applications
1 8 (22.22%) Atlassian Bamboo
2 7 (19.44%) Jenkins
2 7 (19.44%) Maven
2 7 (19.44%) Selenium
2 7 (19.44%) SoapUI
3 5 (13.89%) Git (software)
3 5 (13.89%) IntelliJ
3 5 (13.89%) JIRA
4 4 (11.11%) JUnit
5 1 (2.78%) Bitbucket
General
1 5 (13.89%) Finance
2 3 (8.33%) Marketing
3 2 (5.56%) Back Office
3 2 (5.56%) Electronics
3 2 (5.56%) Manufacturing
3 2 (5.56%) Telecoms
4 1 (2.78%) Retail Finance
Job Titles
1 19 (52.78%) Developer
2 14 (38.89%) Java Developer
3 9 (25.00%) Lead Developer
3 9 (25.00%) Lead Java Developer
3 9 (25.00%) Senior Developer
3 9 (25.00%) Senior Java Developer
4 7 (19.44%) Automation Engineer
4 7 (19.44%) QA Automation Engineer
4 7 (19.44%) QA Engineer
4 7 (19.44%) QA Leader
5 5 (13.89%) Senior Automation Engineer
5 5 (13.89%) Senior QA Engineer
6 4 (11.11%) Java Engineer
6 4 (11.11%) Java Software Engineer
6 4 (11.11%) Senior Java Engineer
6 4 (11.11%) Senior Java Software Engineer
6 4 (11.11%) Senior Software Engineer
6 4 (11.11%) Software Engineer
7 2 (5.56%) Information Analyst
7 2 (5.56%) PHP Developer
Libraries, Frameworks & Software Standards
1 21 (58.33%) RESTful
2 11 (30.56%) SOAP
3 6 (16.67%) JSON
3 6 (16.67%) XML
4 5 (13.89%) Spring
5 4 (11.11%) Apache Camel
5 4 (11.11%) Hibernate
5 4 (11.11%) JPA
5 4 (11.11%) REST
5 4 (11.11%) Spring Integration
5 4 (11.11%) Spring MVC
5 4 (11.11%) Web Services
6 3 (8.33%) CSS
7 2 (5.56%) HTML
8 1 (2.78%) .NET
8 1 (2.78%) ASP.NET Web API
8 1 (2.78%) CSS3
8 1 (2.78%) HTML5
8 1 (2.78%) Java EE
8 1 (2.78%) Laravel
Miscellaneous
1 3 (8.33%) Self-Motivation
2 2 (5.56%) Analytical Skills
3 1 (2.78%) Algorithms
3 1 (2.78%) Social Media
Operating Systems
1 6 (16.67%) Linux
Processes & Methodologies
1 29 (80.56%) E-Commerce
2 28 (77.78%) Agile Software Development
3 21 (58.33%) Continuous Integration
3 21 (58.33%) Machine Learning
4 20 (55.56%) Artificial Intelligence
4 20 (55.56%) Microservices
5 7 (19.44%) Continuous Deployment
5 7 (19.44%) DevOps
5 7 (19.44%) QA Automation
5 7 (19.44%) Test Automation
6 5 (13.89%) Integration Testing
6 5 (13.89%) MVC
6 5 (13.89%) Scrum
6 5 (13.89%) TDD
7 4 (11.11%) BDD
7 4 (11.11%) Kanban
7 4 (11.11%) Software Engineering
8 3 (8.33%) Business Intelligence
9 2 (5.56%) People Management
9 2 (5.56%) Process Management
Programming Languages
1 25 (69.44%) Java
2 3 (8.33%) JavaScript
2 3 (8.33%) PHP
3 2 (5.56%) SQL
4 1 (2.78%) C#
4 1 (2.78%) Python
4 1 (2.78%) R
4 1 (2.78%) T-SQL
Qualifications
1 1 (2.78%) CISM
1 1 (2.78%) CISSP
1 1 (2.78%) Degree
1 1 (2.78%) ISO 27001 Lead Auditor
Quality Assurance & Compliance
1 7 (19.44%) QA
2 2 (5.56%) ISO/IEC 27001
2 2 (5.56%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 1 (2.78%) Cyber Essentials
3 1 (2.78%) Data Quality
3 1 (2.78%) GDPR
3 1 (2.78%) PCI DSS
Vendors
1 4 (11.11%) Apple
2 2 (5.56%) SAP
2 2 (5.56%) Sun
3 1 (2.78%) Atlassian
3 1 (2.78%) Facebook
3 1 (2.78%) Google
3 1 (2.78%) IBM
3 1 (2.78%) IBM Sterling
3 1 (2.78%) Informatica
3 1 (2.78%) Microsoft
3 1 (2.78%) Talend