Period
to 19 July 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 19 July 2018 with a comparison to the same period over the previous 2 years.

Retailing
Gloucestershire > Cheltenham
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 39 45 58
Rank change year-on-year +6 +13 -1
Permanent jobs citing Retail 43 35 33
As % of all permanent IT jobs advertised in Cheltenham 6.67% 7.83% 3.65%
As % of the General category 19.91% 18.52% 10.82%
Number of salaries quoted 43 34 29
Cheltenham median annual salary £50,000 £45,000 £60,000
Median salary % change year-on-year +11.11% -25.00% -
10th Percentile £35,000 £32,875 £42,500
90th Percentile £66,250 £56,250 £65,000
Gloucestershire median annual salary £55,000 £45,000 £62,500
% change year-on-year +22.22% -28.00% +4.17%

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 216 189 305
As % of all permanent IT jobs advertised in Cheltenham 33.49% 42.28% 33.70%
Number of salaries quoted 188 150 227
Cheltenham median annual salary £40,000 £45,000 £47,500
Median salary % change year-on-year -11.11% -5.26% +18.75%
10th Percentile £17,750 £28,975 £28,650
90th Percentile £60,000 £63,750 £68,000
Gloucestershire median annual salary £45,000 £42,750 £45,000
% change year-on-year +5.26% -5.00% +8.43%

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 19 July 2018.

Salary histogram for Retail in Cheltenham

For the 6 months to 19 July 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 27 (62.79%) Agile Software Development
1 27 (62.79%) Amazon AWS
2 26 (60.47%) Java
3 25 (58.14%) E-Commerce
4 24 (55.81%) TDD
5 22 (51.16%) NoSQL
6 21 (48.84%) MongoDB
6 21 (48.84%) Amazon DynamoDB
6 21 (48.84%) MVC
7 16 (37.21%) SOAP
8 15 (34.88%) RESTful
9 14 (32.56%) Microsoft Azure
9 14 (32.56%) Continuous Integration
9 14 (32.56%) JSON
9 14 (32.56%) Big Data
9 14 (32.56%) Microservices
9 14 (32.56%) Machine Learning
9 14 (32.56%) SQL
9 14 (32.56%) Artificial Intelligence
10 13 (30.23%) Spring
10 13 (30.23%) Scrum
10 13 (30.23%) XML
11 12 (27.91%) IntelliJ
11 12 (27.91%) Hibernate
11 12 (27.91%) REST
11 12 (27.91%) JIRA
11 12 (27.91%) Integration Testing
11 12 (27.91%) Amazon EC2
11 12 (27.91%) Git (software)
12 11 (25.58%) JPA

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 10 (23.26%) JBoss
1 10 (23.26%) Mule
1 10 (23.26%) Mule ESB
2 9 (20.93%) Tomcat
3 3 (6.98%) Confluence
Applications
1 1 (2.33%) Microsoft Excel
1 1 (2.33%) Microsoft Office
Cloud Services
1 27 (62.79%) Amazon AWS
2 14 (32.56%) Microsoft Azure
3 12 (27.91%) Amazon EC2
4 9 (20.93%) SaaS
5 3 (6.98%) Amazon S3
5 3 (6.98%) Amazon SQS
6 1 (2.33%) Amazon Kinesis
Database & Business Intelligence
1 22 (51.16%) NoSQL
2 21 (48.84%) Amazon DynamoDB
2 21 (48.84%) MongoDB
3 14 (32.56%) Big Data
4 1 (2.33%) Amazon Redshift
4 1 (2.33%) Data Warehouse
4 1 (2.33%) DataStage
4 1 (2.33%) PostgreSQL
4 1 (2.33%) Relational Database
4 1 (2.33%) SQL Server Integration Services
Development Applications
1 12 (27.91%) Git (software)
1 12 (27.91%) IntelliJ
1 12 (27.91%) JIRA
2 9 (20.93%) JUnit
3 7 (16.28%) Atlassian Bamboo
4 6 (13.95%) Maven
5 4 (9.30%) Jenkins
5 4 (9.30%) Selenium
5 4 (9.30%) SoapUI
6 3 (6.98%) Bitbucket
General
1 8 (18.60%) Finance
2 6 (13.95%) Marketing
3 5 (11.63%) Electronics
3 5 (11.63%) Manufacturing
3 5 (11.63%) Telecoms
4 2 (4.65%) Back Office
5 1 (2.33%) Retail Finance
Job Titles
1 31 (72.09%) Developer
2 18 (41.86%) Java Developer
3 11 (25.58%) Full Stack Developer
3 11 (25.58%) Senior Developer
3 11 (25.58%) Senior Java Developer
4 6 (13.95%) Lead Developer
4 6 (13.95%) Lead Java Developer
5 4 (9.30%) Automation Engineer
5 4 (9.30%) Java Engineer
5 4 (9.30%) Java Software Engineer
5 4 (9.30%) QA Automation Engineer
5 4 (9.30%) QA Engineer
5 4 (9.30%) QA Leader
5 4 (9.30%) Senior Automation Engineer
5 4 (9.30%) Senior Java Engineer
5 4 (9.30%) Senior Java Software Engineer
5 4 (9.30%) Senior QA Engineer
5 4 (9.30%) Senior Software Engineer
5 4 (9.30%) Software Engineer
6 2 (4.65%) Information Security Analyst
Libraries, Frameworks & Software Standards
1 16 (37.21%) SOAP
2 15 (34.88%) RESTful
3 14 (32.56%) JSON
4 13 (30.23%) Spring
4 13 (30.23%) XML
5 12 (27.91%) Hibernate
5 12 (27.91%) REST
6 11 (25.58%) .NET
6 11 (25.58%) ASP.NET Web API
6 11 (25.58%) ASP.NET Web Forms
6 11 (25.58%) JPA
6 11 (25.58%) Web Services
7 9 (20.93%) Apache Camel
7 9 (20.93%) Spring Integration
7 9 (20.93%) Spring MVC
8 6 (13.95%) React
9 3 (6.98%) AngularJS
9 3 (6.98%) CSS
9 3 (6.98%) CSS3
9 3 (6.98%) Java EE
Miscellaneous
1 3 (6.98%) Self-Motivation
2 1 (2.33%) Analytical Skills
2 1 (2.33%) Social Media
Operating Systems
1 9 (20.93%) Linux
Processes & Methodologies
1 27 (62.79%) Agile Software Development
2 25 (58.14%) E-Commerce
3 24 (55.81%) TDD
4 21 (48.84%) MVC
5 14 (32.56%) Artificial Intelligence
5 14 (32.56%) Continuous Integration
5 14 (32.56%) Machine Learning
5 14 (32.56%) Microservices
6 13 (30.23%) Scrum
7 12 (27.91%) Integration Testing
8 11 (25.58%) Unit Testing
8 11 (25.58%) Web Development
9 10 (23.26%) BDD
10 9 (20.93%) Kanban
11 6 (13.95%) Business Intelligence
12 5 (11.63%) Digital Marketing
12 5 (11.63%) Programme Management
13 4 (9.30%) DevOps
13 4 (9.30%) QA Automation
13 4 (9.30%) Test Automation
Programming Languages
1 26 (60.47%) Java
2 14 (32.56%) SQL
3 11 (25.58%) C#
4 7 (16.28%) JavaScript
5 1 (2.33%) Java 8
5 1 (2.33%) PHP
Qualifications
1 1 (2.33%) CISM
1 1 (2.33%) CISSP
1 1 (2.33%) ISO 27001 Lead Auditor
Quality Assurance & Compliance
1 4 (9.30%) QA
2 2 (4.65%) ISO/IEC 27001
2 2 (4.65%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 1 (2.33%) Cyber Essentials
3 1 (2.33%) Data Quality
3 1 (2.33%) GDPR
3 1 (2.33%) PCI DSS
Vendors
1 9 (20.93%) Apple
2 5 (11.63%) SAP
3 2 (4.65%) Atlassian
3 2 (4.65%) Sun
4 1 (2.33%) Facebook
4 1 (2.33%) Google
4 1 (2.33%) Informatica
4 1 (2.33%) Microsoft
4 1 (2.33%) Talend