Period
to 17 November 2018

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 17 November 2018 with a comparison to the same period over the previous 2 years.

Retailing
Scotland > Edinburgh
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 79 65 39
Rank change year-on-year -14 -26 -17
Permanent jobs citing Retail 69 100 121
As % of all permanent IT jobs advertised in Edinburgh 2.71% 3.70% 5.22%
As % of the General category 7.60% 8.55% 10.60%
Number of salaries quoted 34 44 88
Edinburgh median annual salary £55,000 £51,250 £50,000
Median salary % change year-on-year +7.32% +2.50% -4.76%
10th Percentile £28,975 £23,250 £32,000
90th Percentile £143,500 £72,500 £60,000
Scotland median annual salary £45,000 £52,500 £45,000
% change year-on-year -14.29% +16.67% +5.88%

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 Edinburgh with a requirement for common skills.

All General Skills
Edinburgh
Permanent vacancies with a requirement for common skills 908 1,170 1,142
As % of all permanent IT jobs advertised in Edinburgh 35.71% 43.24% 49.25%
Number of salaries quoted 497 637 695
Edinburgh median annual salary £47,500 £45,000 £50,000
Median salary % change year-on-year +5.56% -10.00% +11.11%
10th Percentile £29,900 £26,000 £31,875
90th Percentile £80,000 £72,500 £70,250
Scotland median annual salary £47,500 £45,000 £47,000
% change year-on-year +5.56% -4.26% +4.44%

Retail
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Retail in Edinburgh

Retail
Salary Trend in Edinburgh

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

Salary trend for Retail in Edinburgh

Retail
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Retail in Edinburgh over the 6 months to 17 November 2018.

Salary histogram for Retail in Edinburgh

For the 6 months to 17 November 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 Edinburgh region with a requirement for Retail.

1 28 (40.58%) Agile Software Development
2 26 (37.68%) Finance
3 18 (26.09%) Marketing
4 16 (23.19%) FMCG
5 15 (21.74%) CRM
6 14 (20.29%) Scrum
7 13 (18.84%) SAP
7 13 (18.84%) Amazon AWS
7 13 (18.84%) IT Strategy
8 12 (17.39%) Java
8 12 (17.39%) JavaScript
8 12 (17.39%) SAP CRM
9 11 (15.94%) Banking
9 11 (15.94%) React
10 10 (14.49%) Front End Development
10 10 (14.49%) AngularJS
10 10 (14.49%) Greenfield Project
10 10 (14.49%) Python
10 10 (14.49%) OO
11 9 (13.04%) PHP
11 9 (13.04%) Retail Banking
11 9 (13.04%) Cybersecurity
11 9 (13.04%) Elasticsearch
11 9 (13.04%) SaaS
11 9 (13.04%) Symfony
12 7 (10.14%) Test Automation
12 7 (10.14%) TOGAF Certification
12 7 (10.14%) Cyberattack
12 7 (10.14%) Software Engineering
12 7 (10.14%) TOGAF

Retail
Co-occurring IT Skills in Edinburgh 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 9 (13.04%) Elasticsearch
2 2 (2.90%) CMS
2 2 (2.90%) SAS
3 1 (1.45%) SharePoint
Applications
1 3 (4.35%) Microsoft Office
2 2 (2.90%) Microsoft Project
3 1 (1.45%) Microsoft Excel
3 1 (1.45%) MS Visio
3 1 (1.45%) Windchill
Business Applications
1 12 (17.39%) SAP CRM
2 1 (1.45%) Dynamics AX
Cloud Services
1 13 (18.84%) Amazon AWS
2 9 (13.04%) SaaS
3 2 (2.90%) Cloud Computing
3 2 (2.90%) Microsoft Azure
3 2 (2.90%) Office 365
Communications & Networking
1 1 (1.45%) Cisco Nexus
1 1 (1.45%) Fibre Channel
1 1 (1.45%) Internet
1 1 (1.45%) SAN
1 1 (1.45%) VSAN
Database & Business Intelligence
1 2 (2.90%) Big Data
1 2 (2.90%) Data Warehouse
1 2 (2.90%) DB2
1 2 (2.90%) Hadoop
2 1 (1.45%) Apache Cassandra
2 1 (1.45%) DataStage
2 1 (1.45%) IBM InfoSphere
2 1 (1.45%) NoSQL
Development Applications
1 3 (4.35%) Cucumber
1 3 (4.35%) JIRA
1 3 (4.35%) Selenium
2 2 (2.90%) Git (software)
3 1 (1.45%) JUnit
3 1 (1.45%) Mockito
3 1 (1.45%) Protractor
3 1 (1.45%) Rational DOORS
3 1 (1.45%) Rational Rhapsody
General
1 26 (37.68%) Finance
2 18 (26.09%) Marketing
3 11 (15.94%) Banking
4 9 (13.04%) Retail Banking
5 4 (5.80%) Legal
6 2 (2.90%) Manufacturing
7 1 (1.45%) Advertising
7 1 (1.45%) Aerospace
7 1 (1.45%) Back Office
7 1 (1.45%) Electronics
7 1 (1.45%) Italian Language
7 1 (1.45%) Local Government
7 1 (1.45%) Publishing
7 1 (1.45%) Telecoms
Job Titles
1 19 (27.54%) Architect
1 19 (27.54%) Solutions Architect
2 12 (17.39%) Commercial Architect
2 12 (17.39%) CRM Architect
2 12 (17.39%) CRM Solutions Architect
2 12 (17.39%) Developer
2 12 (17.39%) SAP Architect
2 12 (17.39%) SAP CRM Architect
2 12 (17.39%) SAP Solutions Architect
3 9 (13.04%) Full Stack Developer
3 9 (13.04%) IT Manager
4 5 (7.25%) IT Project Manager
4 5 (7.25%) Project Manager
5 4 (5.80%) Analyst
5 4 (5.80%) Consultant
6 3 (4.35%) IT Security Manager
6 3 (4.35%) IT Security Project Manager
6 3 (4.35%) Security Manager
6 3 (4.35%) Security Project Manager
7 2 (2.90%) Sales and Marketing Manager
Libraries, Frameworks & Software Standards
1 11 (15.94%) React
2 10 (14.49%) AngularJS
3 9 (13.04%) Symfony
4 3 (4.35%) HTML
4 3 (4.35%) RESTful
5 2 (2.90%) .NET
5 2 (2.90%) CSS
5 2 (2.90%) HTML5
6 1 (1.45%) Apache Flex
6 1 (1.45%) CSS3
6 1 (1.45%) Hibernate
6 1 (1.45%) JavaFX
6 1 (1.45%) Kafka
6 1 (1.45%) Node.js
6 1 (1.45%) Spring
6 1 (1.45%) Swing
6 1 (1.45%) Twitter Bootstrap
6 1 (1.45%) Universal Windows Platform
6 1 (1.45%) Velocity
Miscellaneous
1 16 (23.19%) FMCG
2 10 (14.49%) Greenfield Project
3 7 (10.14%) Cyberattack
4 4 (5.80%) Analytical Skills
5 2 (2.90%) Algorithms
5 2 (2.90%) Computer Science
5 2 (2.90%) e-Learning
5 2 (2.90%) Security Operations Centre
5 2 (2.90%) Social Media
6 1 (1.45%) Data Structures
6 1 (1.45%) Driving Licence
6 1 (1.45%) Enterprise Software
6 1 (1.45%) Mobile App
6 1 (1.45%) Smart Home
Operating Systems
1 3 (4.35%) Windows
2 2 (2.90%) Linux
2 2 (2.90%) Unix
3 1 (1.45%) AIX
3 1 (1.45%) Android
3 1 (1.45%) Apple iOS
Processes & Methodologies
1 28 (40.58%) Agile Software Development
2 15 (21.74%) CRM
3 14 (20.29%) Scrum
4 13 (18.84%) IT Strategy
5 10 (14.49%) Front End Development
5 10 (14.49%) OO
6 9 (13.04%) Cybersecurity
7 7 (10.14%) PRINCE2
7 7 (10.14%) Software Engineering
7 7 (10.14%) Test Automation
7 7 (10.14%) TOGAF
8 6 (8.70%) Change Management
9 5 (7.25%) Business Intelligence
9 5 (7.25%) Security Operations
9 5 (7.25%) Stakeholder Management
10 4 (5.80%) Contract Management
10 4 (5.80%) Data Protection
10 4 (5.80%) Performance Management
10 4 (5.80%) Process Management
10 4 (5.80%) Waterfall
Programming Languages
1 12 (17.39%) Java
1 12 (17.39%) JavaScript
2 10 (14.49%) Python
3 9 (13.04%) PHP
4 5 (7.25%) SQL
Qualifications
1 7 (10.14%) TOGAF Certification
2 3 (4.35%) Degree
2 3 (4.35%) PRINCE2 Certification
3 1 (1.45%) AWS Certification
3 1 (1.45%) Computer Science Degree
3 1 (1.45%) Numerate Degree
3 1 (1.45%) SC Cleared
3 1 (1.45%) Security Cleared
Quality Assurance & Compliance
1 6 (8.70%) QA
2 5 (7.25%) GDPR
3 2 (2.90%) COBIT
3 2 (2.90%) ISO/IEC 27001
3 2 (2.90%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (1.45%) SLA
System Software
1 2 (2.90%) Active Directory
2 1 (1.45%) Tivoli Workload Scheduler
2 1 (1.45%) VMware ESXi
2 1 (1.45%) VMware Infrastructure
2 1 (1.45%) vSphere
Systems Management
1 1 (1.45%) Tivoli
1 1 (1.45%) vRealize
1 1 (1.45%) vRealize Orchestrator
Vendors
1 13 (18.84%) SAP
2 3 (4.35%) Microsoft
2 3 (4.35%) Oracle
3 2 (2.90%) Atlassian
4 1 (1.45%) Adobe
4 1 (1.45%) Cisco
4 1 (1.45%) EMC
4 1 (1.45%) IBM
4 1 (1.45%) IFS
4 1 (1.45%) Teradata
4 1 (1.45%) VMware