Period
to 11 December 2018

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Gloucestershire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 11 December 2018 with a comparison to the same period over the previous 2 years.

Retailing
South West > Gloucestershire
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 78 63 83
Rank change year-on-year -15 +20 -34
Permanent jobs citing Retail 42 78 85
As % of all permanent IT jobs advertised in Gloucestershire 2.79% 5.37% 3.80%
As % of the General category 8.09% 14.36% 12.45%
Number of salaries quoted 39 70 80
Gloucestershire median annual salary £55,000 £45,000 £50,000
Median salary % change year-on-year +22.22% -10.00% -16.67%
10th Percentile £34,500 £32,500 £31,000
90th Percentile £67,000 £60,000 £93,875
South West median annual salary £45,000 £45,000 £50,000
% change year-on-year - -10.00% +5.26%

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 Gloucestershire with a requirement for common skills.

All General Skills
Gloucestershire
Permanent vacancies with a requirement for common skills 519 543 683
As % of all permanent IT jobs advertised in Gloucestershire 34.42% 37.37% 30.55%
Number of salaries quoted 437 430 528
Gloucestershire median annual salary £49,000 £42,500 £45,000
Median salary % change year-on-year +15.29% -5.56% -
10th Percentile £29,050 £25,000 £28,250
90th Percentile £68,750 £62,500 £67,500
South West median annual salary £45,000 £44,000 £44,000
% change year-on-year +2.27% - +6.02%

Retail
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Retail in Gloucestershire

Retail
Salary Trend in Gloucestershire

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

Salary trend for Retail in Gloucestershire

Retail
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Retail in Gloucestershire over the 6 months to 11 December 2018.

Salary histogram for Retail in Gloucestershire

Retail
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Retail within the Gloucestershire region over the 6 months to 11 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham -6 35 £55,000 +22.22% 2
Gloucester - 2 £55,000 - 2
Retail
South West

For the 6 months to 11 December 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 Gloucestershire region with a requirement for Retail.

1 31 (73.81%) E-Commerce
2 29 (69.05%) Java
3 27 (64.29%) Agile Software Development
3 27 (64.29%) Machine Learning
4 26 (61.90%) Amazon AWS
5 22 (52.38%) Artificial Intelligence
6 21 (50.00%) Continuous Integration
6 21 (50.00%) Big Data
7 20 (47.62%) RESTful
7 20 (47.62%) Microsoft Azure
8 19 (45.24%) Microservices
9 16 (38.10%) Amazon DynamoDB
9 16 (38.10%) MongoDB
9 16 (38.10%) NoSQL
10 11 (26.19%) SOAP
10 11 (26.19%) DevOps
11 8 (19.05%) JSON
11 8 (19.05%) Git (software)
11 8 (19.05%) Python
11 8 (19.05%) Data Science
12 7 (16.67%) QA Automation
12 7 (16.67%) Continuous Deployment
12 7 (16.67%) Jenkins
12 7 (16.67%) Test Automation
12 7 (16.67%) Scala
12 7 (16.67%) Maven
12 7 (16.67%) Atlassian Bamboo
12 7 (16.67%) SoapUI
12 7 (16.67%) QA
12 7 (16.67%) Selenium

Retail
Co-occurring IT Skills in Gloucestershire 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 5 (11.90%) Apache Spark
1 5 (11.90%) JBoss
2 4 (9.52%) Mule
2 4 (9.52%) Mule ESB
2 4 (9.52%) Tomcat
3 2 (4.76%) Apache
3 2 (4.76%) CMS
4 1 (2.38%) WildFly
Applications
1 1 (2.38%) Microsoft Excel
Cloud Services
1 26 (61.90%) Amazon AWS
2 20 (47.62%) Microsoft Azure
3 5 (11.90%) Amazon EC2
4 4 (9.52%) SaaS
5 1 (2.38%) Amazon EMR
Database & Business Intelligence
1 21 (50.00%) Big Data
2 16 (38.10%) Amazon DynamoDB
2 16 (38.10%) MongoDB
2 16 (38.10%) NoSQL
3 4 (9.52%) Neo4j
4 3 (7.14%) MySQL
5 2 (4.76%) SQL Server
6 1 (2.38%) Apache Hive
6 1 (2.38%) Data Lake
6 1 (2.38%) Hadoop
6 1 (2.38%) HSQLDB
6 1 (2.38%) SQL Server 2016
Development Applications
1 8 (19.05%) Git (software)
2 7 (16.67%) Atlassian Bamboo
2 7 (16.67%) Jenkins
2 7 (16.67%) Maven
2 7 (16.67%) Selenium
2 7 (16.67%) SoapUI
3 5 (11.90%) JUnit
4 4 (9.52%) IntelliJ
4 4 (9.52%) JIRA
4 4 (9.52%) Mercurial
General
1 6 (14.29%) Finance
1 6 (14.29%) Manufacturing
2 4 (9.52%) Electronics
2 4 (9.52%) Marketing
2 4 (9.52%) Telecoms
3 2 (4.76%) Back Office
3 2 (4.76%) Legal
Job Titles
1 19 (45.24%) Developer
2 15 (35.71%) Java Developer
3 11 (26.19%) Senior Developer
3 11 (26.19%) Senior Java Developer
4 9 (21.43%) Lead Developer
4 9 (21.43%) Lead Java Developer
5 7 (16.67%) Automation Engineer
5 7 (16.67%) QA Automation Engineer
5 7 (16.67%) QA Engineer
5 7 (16.67%) QA Leader
6 5 (11.90%) Data Engineer
6 5 (11.90%) Senior Automation Engineer
6 5 (11.90%) Senior QA Engineer
7 4 (9.52%) Data Scientist
8 3 (7.14%) Java Engineer
8 3 (7.14%) Java Software Engineer
8 3 (7.14%) Lead Software Engineer
8 3 (7.14%) Software Engineer
9 2 (4.76%) Analyst
9 2 (4.76%) Information Analyst
Libraries, Frameworks & Software Standards
1 20 (47.62%) RESTful
2 11 (26.19%) SOAP
3 8 (19.05%) JSON
4 5 (11.90%) Hibernate
4 5 (11.90%) Web Services
5 4 (9.52%) Apache Camel
5 4 (9.52%) JPA
5 4 (9.52%) Natural Language Processing
5 4 (9.52%) Pandas
5 4 (9.52%) REST
5 4 (9.52%) scikit-learn
5 4 (9.52%) SciPy
5 4 (9.52%) Spring
5 4 (9.52%) Spring Integration
5 4 (9.52%) Spring MVC
5 4 (9.52%) XML
6 2 (4.76%) .NET
6 2 (4.76%) ASP.NET Web API
6 2 (4.76%) CSS
7 1 (2.38%) J2EE
Miscellaneous
1 5 (11.90%) Algorithms
2 2 (4.76%) Self-Motivation
3 1 (2.38%) Analytical Skills
3 1 (2.38%) Greenfield Project
Operating Systems
1 6 (14.29%) Linux
2 4 (9.52%) Unix
Processes & Methodologies
1 31 (73.81%) E-Commerce
2 27 (64.29%) Agile Software Development
2 27 (64.29%) Machine Learning
3 22 (52.38%) Artificial Intelligence
4 21 (50.00%) Continuous Integration
5 19 (45.24%) Microservices
6 11 (26.19%) DevOps
7 8 (19.05%) Data Science
8 7 (16.67%) Continuous Deployment
8 7 (16.67%) QA Automation
8 7 (16.67%) Test Automation
9 6 (14.29%) Problem-Solving
10 5 (11.90%) Analytics
10 5 (11.90%) BDD
10 5 (11.90%) Kanban
10 5 (11.90%) MVC
10 5 (11.90%) Scrum
10 5 (11.90%) TDD
11 4 (9.52%) Business Intelligence
11 4 (9.52%) Programme Management
Programming Languages
1 29 (69.05%) Java
2 8 (19.05%) Python
3 7 (16.67%) Scala
4 6 (14.29%) SQL
5 4 (9.52%) Cypher
5 4 (9.52%) Shell Script
6 3 (7.14%) JavaScript
7 2 (4.76%) C#
7 2 (4.76%) PHP
8 1 (2.38%) Clojure
8 1 (2.38%) R
8 1 (2.38%) T-SQL
Qualifications
1 3 (7.14%) PhD
2 2 (4.76%) CCNP
2 2 (4.76%) Cisco Certification
3 1 (2.38%) CISM
3 1 (2.38%) CISSP
3 1 (2.38%) Degree
3 1 (2.38%) ISO 27001 Lead Auditor
Quality Assurance & Compliance
1 7 (16.67%) QA
2 4 (9.52%) Data Quality
3 2 (4.76%) ISO/IEC 27001
3 2 (4.76%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (2.38%) Cyber Essentials
4 1 (2.38%) GDPR
4 1 (2.38%) PCI DSS
Vendors
1 4 (9.52%) Apple
1 4 (9.52%) SAP
2 3 (7.14%) Microsoft
3 2 (4.76%) Brocade
3 2 (4.76%) Cisco
3 2 (4.76%) F5
3 2 (4.76%) Juniper
3 2 (4.76%) Riverbed
3 2 (4.76%) Sun
4 1 (2.38%) IBM
4 1 (2.38%) IBM Sterling