Period
to 15 December 2018

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Swindon. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 15 December 2018 with a comparison to the same period over the previous 2 years.

Retailing
Wiltshire > Swindon
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 20 15 25
Rank change year-on-year -5 +10 -3
Permanent jobs citing Retail 77 66 65
As % of all permanent IT jobs advertised in Swindon 9.07% 9.72% 8.29%
As % of the General category 25.58% 25.00% 24.53%
Number of salaries quoted 75 56 39
Swindon median annual salary £52,750 £42,500 £39,000
Median salary % change year-on-year +24.12% +8.97% -22.00%
10th Percentile £32,500 £31,250 £26,900
90th Percentile £67,787 £55,000 £68,750
Wiltshire median annual salary £52,750 £42,500 £40,000
% change year-on-year +24.12% +6.25% -11.11%

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 Swindon with a requirement for common skills.

All General Skills
Swindon
Permanent vacancies with a requirement for common skills 301 264 265
As % of all permanent IT jobs advertised in Swindon 35.45% 38.88% 33.80%
Number of salaries quoted 261 210 204
Swindon median annual salary £47,500 £42,500 £40,000
Median salary % change year-on-year +11.76% +6.25% -13.04%
10th Percentile £32,500 £29,975 £26,250
90th Percentile £67,787 £60,000 £57,349
Wiltshire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

Retail
Job Vacancy Trend in Swindon

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

Job vacancy trend for Retail in Swindon

Retail
Salary Trend in Swindon

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

Salary trend for Retail in Swindon

Retail
Salary Histogram in Swindon

The salary distribution of IT jobs citing Retail in Swindon over the 6 months to 15 December 2018.

Salary histogram for Retail in Swindon

For the 6 months to 15 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 Swindon region with a requirement for Retail.

1 58 (75.32%) Finance
2 24 (31.17%) Analytics
3 23 (29.87%) Continuous Improvement
3 23 (29.87%) Stakeholder Management
4 22 (28.57%) Telecoms
4 22 (28.57%) ETL
4 22 (28.57%) Data Lake
5 21 (27.27%) Data Strategy
5 21 (27.27%) Line Management
5 21 (27.27%) Data Engineering
5 21 (27.27%) Data Governance
5 21 (27.27%) Data Warehouse
5 21 (27.27%) Informatica
5 21 (27.27%) DataStage
5 21 (27.27%) Ab Initio
5 21 (27.27%) Teradata
5 21 (27.27%) Netezza
6 19 (24.68%) Fintech
7 17 (22.08%) Order to Cash
7 17 (22.08%) Accounts Receivable
7 17 (22.08%) SaaS
7 17 (22.08%) Billing
7 17 (22.08%) Python
8 16 (20.78%) Agile Software Development
9 15 (19.48%) Big Data
9 15 (19.48%) Hadoop
10 14 (18.18%) Process Improvement
10 14 (18.18%) Scala
10 14 (18.18%) Apache Hive
10 14 (18.18%) R

Retail
Co-occurring IT Skills in Swindon 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 14 (18.18%) Apache Spark
2 4 (5.19%) Apache
3 2 (2.60%) Tomcat
4 1 (1.30%) Confluence
Applications
1 8 (10.39%) Microsoft Office
2 3 (3.90%) Microsoft Project
2 3 (3.90%) MS Visio
3 1 (1.30%) Microsoft Excel
Business Applications
1 5 (6.49%) Oracle EBS
1 5 (6.49%) Oracle EBS R12
2 2 (2.60%) Dynamics NAV
2 2 (2.60%) SAP CRM
3 1 (1.30%) NetSuite
3 1 (1.30%) SAP IS-U
Cloud Services
1 17 (22.08%) SaaS
2 7 (9.09%) Amazon AWS
3 5 (6.49%) Office 365
4 3 (3.90%) Google Cloud Platform
5 2 (2.60%) Amazon EC2
5 2 (2.60%) Amazon S3
5 2 (2.60%) Amazon SQS
6 1 (1.30%) Microsoft Azure
Communications & Networking
1 8 (10.39%) Internet
2 1 (1.30%) IPv4
2 1 (1.30%) IPv6
Database & Business Intelligence
1 22 (28.57%) Data Lake
2 21 (27.27%) Data Warehouse
2 21 (27.27%) DataStage
3 15 (19.48%) Big Data
3 15 (19.48%) Hadoop
4 14 (18.18%) Apache Hive
5 3 (3.90%) BigQuery
5 3 (3.90%) MySQL
6 2 (2.60%) Amazon DynamoDB
6 2 (2.60%) Amazon Redshift
6 2 (2.60%) NoSQL
6 2 (2.60%) PostgreSQL
6 2 (2.60%) Redis
7 1 (1.30%) BusinessObjects Business Intelligence
7 1 (1.30%) Oracle Database
7 1 (1.30%) SAP BW
7 1 (1.30%) SQL Server
Development Applications
1 4 (5.19%) Cucumber
1 4 (5.19%) Git (software)
2 3 (3.90%) Selenium
3 2 (2.60%) Ant
3 2 (2.60%) Bitbucket
3 2 (2.60%) Jenkins
3 2 (2.60%) JUnit
3 2 (2.60%) Subversion
3 2 (2.60%) WebDriver
4 1 (1.30%) JIRA
4 1 (1.30%) Maven
General
1 58 (75.32%) Finance
2 22 (28.57%) Telecoms
3 17 (22.08%) Billing
4 8 (10.39%) Banking
5 5 (6.49%) Marketing
6 4 (5.19%) Manufacturing
7 2 (2.60%) Advertising
Job Titles
1 11 (14.29%) Analyst
2 7 (9.09%) Account Manager
2 7 (9.09%) Big Data Engineer
2 7 (9.09%) Client Account Manager
2 7 (9.09%) Data Engineer
2 7 (9.09%) Delivery Manager
2 7 (9.09%) Informatica Engineer
2 7 (9.09%) Senior Data Engineer
2 7 (9.09%) Support Manager
2 7 (9.09%) Technical Delivery Manager
2 7 (9.09%) Technical Manager
3 6 (7.79%) Business Analyst
4 5 (6.49%) E-Business Analyst
4 5 (6.49%) E-Business Support
4 5 (6.49%) Functional Analyst
4 5 (6.49%) IT Manager
4 5 (6.49%) Oracle Analyst
4 5 (6.49%) Oracle Support Analyst
4 5 (6.49%) Support Analyst
5 3 (3.90%) Head of Analytics
Libraries, Frameworks & Software Standards
1 7 (9.09%) EDI
2 4 (5.19%) CSS
2 4 (5.19%) HTML
2 4 (5.19%) XML
3 3 (3.90%) Spring
4 2 (2.60%) .NET
4 2 (2.60%) AngularJS
4 2 (2.60%) CSS3
4 2 (2.60%) Hibernate
4 2 (2.60%) HTML5
4 2 (2.60%) J2EE
4 2 (2.60%) LAMP
4 2 (2.60%) LAPP Stack
4 2 (2.60%) Laravel
4 2 (2.60%) Material Design
4 2 (2.60%) Symfony
4 2 (2.60%) Twitter Bootstrap
5 1 (1.30%) RESTful
5 1 (1.30%) Spring MVC
5 1 (1.30%) WPF
Miscellaneous
1 19 (24.68%) Fintech
2 5 (6.49%) Analytical Skills
3 2 (2.60%) Data Centre
3 2 (2.60%) Management Information System
Operating Systems
1 4 (5.19%) Linux
2 2 (2.60%) Unix
3 1 (1.30%) Ubuntu
3 1 (1.30%) Windows
3 1 (1.30%) Windows Server
Processes & Methodologies
1 24 (31.17%) Analytics
2 23 (29.87%) Continuous Improvement
2 23 (29.87%) Stakeholder Management
3 22 (28.57%) ETL
4 21 (27.27%) Data Engineering
4 21 (27.27%) Data Governance
4 21 (27.27%) Data Strategy
4 21 (27.27%) Line Management
5 17 (22.08%) Accounts Receivable
5 17 (22.08%) Order to Cash
6 16 (20.78%) Agile Software Development
7 14 (18.18%) Process Improvement
8 13 (16.88%) Data Privacy
9 9 (11.69%) Change Management
10 8 (10.39%) Business Analysis
11 7 (9.09%) Customer Engagement
11 7 (9.09%) Migration
12 6 (7.79%) E-Commerce
12 6 (7.79%) Project Management
13 5 (6.49%) Service Delivery
Programming Languages
1 17 (22.08%) Python
2 14 (18.18%) R
2 14 (18.18%) Scala
3 5 (6.49%) JavaScript
3 5 (6.49%) SQL
4 3 (3.90%) C
5 2 (2.60%) Java
5 2 (2.60%) PHP
5 2 (2.60%) PL/SQL
5 2 (2.60%) Shell Script
5 2 (2.60%) TypeScript
6 1 (1.30%) C#
6 1 (1.30%) Perl
6 1 (1.30%) VB
6 1 (1.30%) VB6
6 1 (1.30%) VBA
Qualifications
1 4 (5.19%) Degree
2 1 (1.30%) Computer Science Degree
Quality Assurance & Compliance
1 3 (3.90%) PMO
2 2 (2.60%) ISO 22301
2 2 (2.60%) QA
System Software
1 2 (2.60%) Docker
Systems Management
1 2 (2.60%) Ansible
1 2 (2.60%) Kubernetes
2 1 (1.30%) Packer
2 1 (1.30%) Puppet
2 1 (1.30%) Terraform
Vendors
1 21 (27.27%) Ab Initio
1 21 (27.27%) Informatica
1 21 (27.27%) Netezza
1 21 (27.27%) Teradata
2 9 (11.69%) Oracle
3 3 (3.90%) Google
3 3 (3.90%) Microsoft
3 3 (3.90%) SAP
4 2 (2.60%) Zend
5 1 (1.30%) Atlassian
5 1 (1.30%) MuleSoft
5 1 (1.30%) Sage