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

Retailing
South West > Gloucestershire
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 66 74 89
Rank change year-on-year +8 +15 -47
Permanent jobs citing Retail 67 80 74
As % of all permanent IT jobs advertised in Gloucestershire 4.04% 4.88% 3.51%
As % of the General category 10.81% 12.60% 10.77%
Number of salaries quoted 67 71 68
Gloucestershire median annual salary £50,000 £45,000 £55,000
Median salary % change year-on-year +11.11% -18.18% -8.33%
10th Percentile £31,250 £32,500 £33,750
90th Percentile £66,250 £60,000 £78,250
South West median annual salary £45,000 £45,000 £52,500
% change year-on-year - -14.29% +16.67%

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 620 635 687
As % of all permanent IT jobs advertised in Gloucestershire 37.35% 38.77% 32.62%
Number of salaries quoted 537 496 487
Gloucestershire median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +7.14%
10th Percentile £27,523 £25,750 £25,500
90th Percentile £67,500 £63,750 £70,000
South West median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 19 September 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 19 September 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 +3 46 £50,000 +11.11% 2
Gloucester -2 3 £65,000 +13.04% 6
Tewkesbury - 3 £30,000 -
Retail
South West

For the 6 months to 19 September 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 42 (62.69%) Java
1 42 (62.69%) Agile Software Development
2 39 (58.21%) Amazon AWS
3 38 (56.72%) E-Commerce
4 31 (46.27%) TDD
5 30 (44.78%) NoSQL
6 29 (43.28%) MongoDB
6 29 (43.28%) Amazon DynamoDB
7 24 (35.82%) SOAP
8 23 (34.33%) MVC
8 23 (34.33%) Spring
9 21 (31.34%) Continuous Integration
9 21 (31.34%) Machine Learning
9 21 (31.34%) Big Data
9 21 (31.34%) Microsoft Azure
9 21 (31.34%) RESTful
10 20 (29.85%) Microservices
10 20 (29.85%) Mule
10 20 (29.85%) JIRA
10 20 (29.85%) Artificial Intelligence
11 19 (28.36%) JSON
11 19 (28.36%) Apache Camel
11 19 (28.36%) Spring Integration
12 18 (26.87%) Amazon EC2
12 18 (26.87%) Scrum
12 18 (26.87%) XML
13 17 (25.37%) IntelliJ
13 17 (25.37%) Apple
13 17 (25.37%) Hibernate
13 17 (25.37%) Git (software)

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 20 (29.85%) Mule
2 15 (22.39%) JBoss
2 15 (22.39%) Mule ESB
3 14 (20.90%) Tomcat
4 6 (8.96%) Apache
4 6 (8.96%) Confluence
5 1 (1.49%) Apache Spark
5 1 (1.49%) CMS
Applications
1 2 (2.99%) Microsoft Excel
2 1 (1.49%) Microsoft Office
Cloud Services
1 39 (58.21%) Amazon AWS
2 21 (31.34%) Microsoft Azure
3 18 (26.87%) Amazon EC2
4 14 (20.90%) SaaS
5 3 (4.48%) Amazon S3
5 3 (4.48%) Amazon SQS
6 1 (1.49%) Amazon EMR
6 1 (1.49%) Amazon Kinesis
Database & Business Intelligence
1 30 (44.78%) NoSQL
2 29 (43.28%) Amazon DynamoDB
2 29 (43.28%) MongoDB
3 21 (31.34%) Big Data
4 4 (5.97%) Data Warehouse
5 3 (4.48%) MySQL
5 3 (4.48%) Oracle Reports
5 3 (4.48%) Power BI
5 3 (4.48%) SQL Server Reporting Services
6 1 (1.49%) Amazon Redshift
6 1 (1.49%) Apache Hive
6 1 (1.49%) DataStage
6 1 (1.49%) PostgreSQL
6 1 (1.49%) Relational Database
6 1 (1.49%) SQL Server
6 1 (1.49%) SQL Server Integration Services
Development Applications
1 20 (29.85%) JIRA
2 17 (25.37%) Git (software)
2 17 (25.37%) IntelliJ
3 14 (20.90%) JUnit
4 10 (14.93%) Atlassian Bamboo
5 9 (13.43%) Maven
6 7 (10.45%) Jenkins
6 7 (10.45%) Selenium
6 7 (10.45%) SoapUI
7 3 (4.48%) Bitbucket
7 3 (4.48%) Visual Studio
General
1 15 (22.39%) Manufacturing
2 14 (20.90%) Finance
3 12 (17.91%) Marketing
4 11 (16.42%) Electronics
4 11 (16.42%) Telecoms
5 4 (5.97%) Legal
6 2 (2.99%) Back Office
7 1 (1.49%) Retail Finance
Job Titles
1 42 (62.69%) Developer
2 31 (46.27%) Java Developer
3 22 (32.84%) Senior Developer
3 22 (32.84%) Senior Java Developer
4 9 (13.43%) Lead Developer
4 9 (13.43%) Lead Java Developer
5 8 (11.94%) Full Stack Developer
6 7 (10.45%) Automation Engineer
6 7 (10.45%) QA Automation Engineer
6 7 (10.45%) QA Engineer
6 7 (10.45%) QA Leader
7 5 (7.46%) Consultant
7 5 (7.46%) Integration Developer
7 5 (7.46%) Senior Automation Engineer
7 5 (7.46%) Senior QA Engineer
8 4 (5.97%) Analyst
8 4 (5.97%) Java Software Engineer
8 4 (5.97%) Network Consultant
8 4 (5.97%) Senior Software Engineer
8 4 (5.97%) Software Engineer
Libraries, Frameworks & Software Standards
1 24 (35.82%) SOAP
2 23 (34.33%) Spring
3 21 (31.34%) RESTful
4 19 (28.36%) Apache Camel
4 19 (28.36%) JSON
4 19 (28.36%) Spring Integration
5 18 (26.87%) XML
6 17 (25.37%) Hibernate
6 17 (25.37%) REST
7 16 (23.88%) JPA
7 16 (23.88%) Web Services
8 14 (20.90%) Spring MVC
9 9 (13.43%) .NET
9 9 (13.43%) ASP.NET Web API
10 8 (11.94%) AngularJS
10 8 (11.94%) ASP.NET Web Forms
11 6 (8.96%) React
12 3 (4.48%) CSS
12 3 (4.48%) CSS3
12 3 (4.48%) Java EE
Miscellaneous
1 3 (4.48%) Self-Motivation
2 2 (2.99%) Analytical Skills
3 1 (1.49%) Algorithms
3 1 (1.49%) Social Media
Operating Systems
1 14 (20.90%) Linux
Processes & Methodologies
1 42 (62.69%) Agile Software Development
2 38 (56.72%) E-Commerce
3 31 (46.27%) TDD
4 23 (34.33%) MVC
5 21 (31.34%) Continuous Integration
5 21 (31.34%) Machine Learning
6 20 (29.85%) Artificial Intelligence
6 20 (29.85%) Microservices
7 18 (26.87%) Scrum
8 17 (25.37%) Integration Testing
9 15 (22.39%) BDD
10 14 (20.90%) Kanban
11 12 (17.91%) Business Intelligence
12 11 (16.42%) Digital Marketing
12 11 (16.42%) Programme Management
13 10 (14.93%) Problem-Solving
14 8 (11.94%) Unit Testing
14 8 (11.94%) Web Development
15 7 (10.45%) Continuous Deployment
15 7 (10.45%) Test Automation
Programming Languages
1 42 (62.69%) Java
2 15 (22.39%) SQL
3 12 (17.91%) JavaScript
4 9 (13.43%) C#
5 6 (8.96%) Java 8
6 4 (5.97%) R
6 4 (5.97%) T-SQL
7 1 (1.49%) PHP
7 1 (1.49%) Python
Qualifications
1 4 (5.97%) CCNP
1 4 (5.97%) Cisco Certification
2 1 (1.49%) CISM
2 1 (1.49%) CISSP
2 1 (1.49%) Degree
2 1 (1.49%) ISO 27001 Lead Auditor
Quality Assurance & Compliance
1 7 (10.45%) QA
2 2 (2.99%) ISO/IEC 27001
2 2 (2.99%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 1 (1.49%) Cyber Essentials
3 1 (1.49%) Data Quality
3 1 (1.49%) GDPR
3 1 (1.49%) PCI DSS
Vendors
1 17 (25.37%) Apple
2 11 (16.42%) SAP
3 5 (7.46%) Microsoft
4 4 (5.97%) Brocade
4 4 (5.97%) Cisco
4 4 (5.97%) F5
4 4 (5.97%) Juniper
4 4 (5.97%) Riverbed
5 3 (4.48%) Oracle
5 3 (4.48%) TOWER Software
6 2 (2.99%) Atlassian
6 2 (2.99%) Sun
7 1 (1.49%) Facebook
7 1 (1.49%) Google
7 1 (1.49%) Informatica
7 1 (1.49%) Talend