Period
to 25 January 2022

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 25 January 2022 with a comparison to the same period over the previous 2 years.

Retailing
Scotland > Glasgow
6 months to
25 Jan 2022
Same period 2021 Same period 2020
Rank 53 89 49
Rank change year-on-year +36 -40 +53
Permanent jobs citing Retail 64 7 87
As % of all permanent jobs advertised in Glasgow 4.06% 0.72% 5.51%
As % of the General category 6.82% 1.41% 11.17%
Number of salaries quoted 23 5 48
10th Percentile £34,000 £18,700 £33,750
25th Percentile £42,750 £31,000 £39,879
Median annual salary (50th Percentile) £50,000 £37,500 £45,000
Median % change year-on-year +33.33% -16.67% +25.00%
75th Percentile £62,500 £48,000 £56,525
90th Percentile £78,050 £51,450 £60,000
Scotland median annual salary £53,750 £53,750 £45,000
% change year-on-year - +19.44% -

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 Glasgow with a requirement for common skills.

All General Skills
Glasgow
Permanent vacancies with a requirement for common skills 939 498 779
As % of all permanent IT jobs advertised in Glasgow 59.58% 50.92% 49.30%
Number of salaries quoted 547 321 524
10th Percentile £31,997 £33,000 £32,075
25th Percentile £37,250 £37,500 £36,250
Median annual salary (50th Percentile) £50,000 £48,500 £45,000
Median % change year-on-year +3.09% +7.78% -5.26%
75th Percentile £63,750 £63,750 £56,525
90th Percentile £75,000 £72,500 £66,950
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

Retail
Job Vacancy Trend in Glasgow

Job postings citing Retail as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Retail in Glasgow

Retail
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Retail in Glasgow.

Salary trend for Retail in Glasgow

Retail
Salary Histogram in Glasgow

Salary distribution for jobs citing Retail in Glasgow over the 6 months to 25 January 2022.

Salary histogram for Retail in Glasgow

For the 6 months to 25 January 2022, 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 Glasgow region with a requirement for Retail.

1 24 (37.50%) Azure
2 18 (28.13%) AWS
3 17 (26.56%) Python
3 17 (26.56%) Facilities Management
4 14 (21.88%) SQL
5 12 (18.75%) Java
5 12 (18.75%) Service Delivery
5 12 (18.75%) Mathematics
5 12 (18.75%) Line Management
5 12 (18.75%) GCP
6 11 (17.19%) Algorithms
6 11 (17.19%) Visualisation
6 11 (17.19%) Finance
6 11 (17.19%) Social Skills
7 10 (15.63%) Information Security
7 10 (15.63%) Banking
7 10 (15.63%) Microsoft
7 10 (15.63%) JavaScript
7 10 (15.63%) Windows
8 9 (14.06%) Microsoft Excel
8 9 (14.06%) Software Engineering
8 9 (14.06%) Microsoft PowerPoint
8 9 (14.06%) Analytics
8 9 (14.06%) Kubernetes
8 9 (14.06%) Terraform
8 9 (14.06%) Data Pipeline
8 9 (14.06%) Project Delivery
9 8 (12.50%) Coaching
9 8 (12.50%) Public Cloud
9 8 (12.50%) Change Control

Retail
Co-occurring IT Skills in Glasgow 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 3 (4.69%) Apache
1 3 (4.69%) Apache Spark
2 2 (3.13%) Oracle Coherence
3 1 (1.56%) Elasticsearch
3 1 (1.56%) JBoss
3 1 (1.56%) Oracle SOA Suite
3 1 (1.56%) Tomcat
Applications
1 9 (14.06%) Microsoft Excel
1 9 (14.06%) Microsoft PowerPoint
2 8 (12.50%) Microsoft Project
2 8 (12.50%) Revit
Cloud Services
1 24 (37.50%) Azure
2 18 (28.13%) AWS
3 12 (18.75%) GCP
4 7 (10.94%) Serverless
5 2 (3.13%) Microsoft 365
6 1 (1.56%) Amazon EMR
6 1 (1.56%) Amazon SageMaker
6 1 (1.56%) AWS CloudFormation
6 1 (1.56%) Azure Data Factory
6 1 (1.56%) Azure Machine Learning
6 1 (1.56%) Cloud Computing
6 1 (1.56%) Google Data Studio
6 1 (1.56%) IaaS
6 1 (1.56%) Power Platform
6 1 (1.56%) SaaS
Communications & Networking
1 2 (3.13%) BGP
1 2 (3.13%) DNS
1 2 (3.13%) Firewall
1 2 (3.13%) Network Security
1 2 (3.13%) VPN
2 1 (1.56%) WAN
Database & Business Intelligence
1 8 (12.50%) SQL Server
2 7 (10.94%) SQL Server Integration Services
3 5 (7.81%) Data Warehouse
4 4 (6.25%) Big Data
5 3 (4.69%) Metadata
6 2 (3.13%) Apache Ignite
6 2 (3.13%) MongoDB
6 2 (3.13%) Neo4j
6 2 (3.13%) NoSQL
7 1 (1.56%) Amazon DynamoDB
7 1 (1.56%) Apache Hive
7 1 (1.56%) Azure SQL Database
7 1 (1.56%) Hadoop
7 1 (1.56%) IBM InfoSphere
7 1 (1.56%) Oracle Reports
7 1 (1.56%) Oracle8/8i Database
7 1 (1.56%) PostgreSQL
7 1 (1.56%) QlikView
7 1 (1.56%) Spotfire
7 1 (1.56%) Tableau
Development Applications
1 4 (6.25%) Oracle Forms
2 3 (4.69%) Jenkins
3 2 (3.13%) Git (software)
3 2 (3.13%) JUnit
4 1 (1.56%) Atlassian Bamboo
4 1 (1.56%) Spinnaker
4 1 (1.56%) Vagrant
4 1 (1.56%) webpack
General
1 11 (17.19%) Finance
1 11 (17.19%) Social Skills
2 10 (15.63%) Banking
3 7 (10.94%) Public Sector
4 6 (9.38%) Automotive
4 6 (9.38%) Inclusion and Diversity
5 4 (6.25%) Analytical Skills
5 4 (6.25%) Billing
6 3 (4.69%) Telecoms
7 2 (3.13%) Manufacturing
7 2 (3.13%) Retail Banking
8 1 (1.56%) Law
8 1 (1.56%) Retail Finance
Job Titles
1 10 (15.63%) Architect
2 9 (14.06%) Data Engineer
3 6 (9.38%) AWS Architect
3 6 (9.38%) AWS Solutions Architect
3 6 (9.38%) Developer
3 6 (9.38%) Solutions Architect
4 5 (7.81%) Cloud Engineer
4 5 (7.81%) Java Engineer
4 5 (7.81%) Junior
4 5 (7.81%) Senior Java Engineer
5 4 (6.25%) Coordinator
6 3 (4.69%) Analyst
6 3 (4.69%) Data Architect
6 3 (4.69%) Senior Developer
7 2 (3.13%) Administrator
7 2 (3.13%) Consultant
7 2 (3.13%) IT Consultant
7 2 (3.13%) Recruitment Consultant
7 2 (3.13%) Systems Administrator
7 2 (3.13%) Web Developer
Libraries, Frameworks & Software Standards
1 8 (12.50%) .NET
2 7 (10.94%) Spring
3 6 (9.38%) React
4 5 (7.81%) Spring Boot
5 2 (3.13%) ActiveMQ
5 2 (3.13%) AngularJS
5 2 (3.13%) Flutter
5 2 (3.13%) JDBC
5 2 (3.13%) JMS
5 2 (3.13%) JSON
5 2 (3.13%) REST
5 2 (3.13%) SOAP
5 2 (3.13%) Velocity
5 2 (3.13%) Web Services
5 2 (3.13%) XML
6 1 (1.56%) Apache Flex
6 1 (1.56%) ASP.NET
6 1 (1.56%) ASP.NET MVC
6 1 (1.56%) Middleware
6 1 (1.56%) Node.js
Miscellaneous
1 11 (17.19%) Algorithms
2 8 (12.50%) Public Cloud
3 6 (9.38%) Management Information System
4 4 (6.25%) Data Centre
5 2 (3.13%) Photography
5 2 (3.13%) Social Media
6 1 (1.56%) CCTV
6 1 (1.56%) Cloud Native
6 1 (1.56%) Data Protection Act
6 1 (1.56%) FMCG
6 1 (1.56%) Greenfield Project
6 1 (1.56%) Hybrid Cloud
6 1 (1.56%) Legacy Code
6 1 (1.56%) Legacy Systems
6 1 (1.56%) Mobile App
6 1 (1.56%) User Experience
Operating Systems
1 10 (15.63%) Windows
2 6 (9.38%) Linux
3 2 (3.13%) CentOS
3 2 (3.13%) Debian
3 2 (3.13%) Fedora
3 2 (3.13%) Ubuntu
3 2 (3.13%) Windows Server
4 1 (1.56%) Red Hat Enterprise Linux
4 1 (1.56%) Unix
Processes & Methodologies
1 17 (26.56%) Facilities Management
2 12 (18.75%) Line Management
2 12 (18.75%) Mathematics
2 12 (18.75%) Service Delivery
3 11 (17.19%) Visualisation
4 10 (15.63%) Information Security
5 9 (14.06%) Analytics
5 9 (14.06%) Data Pipeline
5 9 (14.06%) Project Delivery
5 9 (14.06%) Software Engineering
6 8 (12.50%) CAD
6 8 (12.50%) Change Control
6 8 (12.50%) Coaching
6 8 (12.50%) Performance Management
6 8 (12.50%) PRINCE2
6 8 (12.50%) Project Management
6 8 (12.50%) QMS
6 8 (12.50%) Quality Management
6 8 (12.50%) Workflow
7 7 (10.94%) ETL
Programming Languages
1 17 (26.56%) Python
2 14 (21.88%) SQL
3 12 (18.75%) Java
4 10 (15.63%) JavaScript
5 8 (12.50%) Scala
6 7 (10.94%) PowerShell
7 6 (9.38%) C#
7 6 (9.38%) T-SQL
8 5 (7.81%) Go
9 4 (6.25%) PL/SQL
10 2 (3.13%) Java 8
11 1 (1.56%) Bash
11 1 (1.56%) R
11 1 (1.56%) TypeScript
Qualifications
1 6 (9.38%) AWS Certification
2 2 (3.13%) Computer Science Degree
2 2 (3.13%) Degree
3 1 (1.56%) SC Cleared
3 1 (1.56%) Security Cleared
Quality Assurance & Compliance
1 4 (6.25%) QA
1 4 (6.25%) SLA
2 2 (3.13%) GDPR
2 2 (3.13%) ISO/IEC 27001
System Software
1 6 (9.38%) Active Directory
2 4 (6.25%) Docker
3 2 (3.13%) GridGain
3 2 (3.13%) iptables
3 2 (3.13%) VMware Infrastructure
4 1 (1.56%) VirtualBox
Systems Management
1 9 (14.06%) Kubernetes
1 9 (14.06%) Terraform
2 4 (6.25%) Ansible
3 2 (3.13%) Puppet
4 1 (1.56%) Docker Swarm
Vendors
1 10 (15.63%) Microsoft
2 8 (12.50%) Oracle
3 4 (6.25%) Juniper
3 4 (6.25%) Netezza
3 4 (6.25%) Talend
3 4 (6.25%) VMware
4 3 (4.69%) Google
5 2 (3.13%) ArcSight
5 2 (3.13%) Cloudera
5 2 (3.13%) Databricks
5 2 (3.13%) Hortonworks
5 2 (3.13%) IBM
5 2 (3.13%) Salesforce.com
5 2 (3.13%) Splunk
6 1 (1.56%) Dataiku
6 1 (1.56%) Informatica
6 1 (1.56%) Red Hat