The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 3 months to 24 June 2017 with a comparison to the same period over the previous 2 years.

Retailing
UK / Scotland
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 59 34 39
Rank change year-on-year -25 +5  
Permanent jobs citing Retail 103 189 179
As % of all permanent IT jobs advertised in Scotland 3.89% 6.59% 5.70%
As % of the General category 8.96% 14.30% 11.45%
Number of salaries quoted 57 112 79
Median salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00%  
90% offered a salary of more than £25,000 £25,000 £37,400
10% offered a salary of more than £64,500 £74,000 £68,000
UK excluding London median salary £45,000 £47,500 £47,500
% change year-on-year -5.26% -  

Retail is in the common skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for common skills.

General Skills
Scotland
Permanent job vacancies with a requirement for common skills 1149 1322 1564
As % of all permanent IT job vacancies advertised in Scotland 43.37% 46.11% 49.82%
Number of salaries quoted 751 638 940
Median salary £48,500 £47,500 £45,000
Median salary % change year-on-year +2.10% +5.55%  
90% offered a salary of more than £30,000 £26,500 £32,500
10% offered a salary of more than £70,000 £61,500 £70,000
UK excluding London median salary £45,000 £45,000 £45,000

Retail
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Retail as a proportion of all permanent or contract IT jobs with a match in the General category.

Job vacancy trend for Retail in Scotland

Retail
Salary Trend in Scotland

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

Salary trend for Retail in Scotland

Retail
Salary Histogram in Scotland

The salary distribution of IT jobs citing Retail in Scotland over the 3 months to 24 June 2017.

Salary histogram for Retail in Scotland

Retail
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Retail within the Scotland region over the 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -28 67 £52,500 +5.00% 29
Glasgow +7 25 £50,000 +21.95% 3
Dumfries and Galloway - 8 £31,500 -
West Lothian -9 1 £44,000 +4.76%
Highlands - 1 £55,000 -
Retail
UK

For the 6 months to 24 June 2017, IT jobs citing Retail also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Retail.

1 101 (54.89%) Finance
2 87 (47.28%) Banking
3 63 (34.24%) Retail Banking
4 47 (25.54%) Analytical Skills
5 43 (23.37%) SQL
6 36 (19.57%) Project Management
7 34 (18.48%) Stakeholder Management
8 26 (14.13%) Agile Software Development
8 26 (14.13%) Business Intelligence
9 22 (11.96%) Data Management
9 22 (11.96%) Degree
9 22 (11.96%) Infrastructure Management
10 21 (11.41%) SQL Server
11 19 (10.33%) Analytics
12 18 (9.78%) E-Commerce
13 16 (8.70%) SAS
13 16 (8.70%) Java
13 16 (8.70%) Data Analysis
13 16 (8.70%) Multichannel Retail
14 15 (8.15%) Big Data
14 15 (8.15%) Network Security
14 15 (8.15%) Requirements Analysis
14 15 (8.15%) ITIL
14 15 (8.15%) Migration
15 13 (7.07%) Windows
15 13 (7.07%) C#
16 11 (5.98%) Change Management
16 11 (5.98%) Telecoms
16 11 (5.98%) Oracle
16 11 (5.98%) Unix

Retail
Co-occurring IT Skills in Scotland 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 16 (8.70%) SAS
2 2 (1.09%) MS Exchange
2 2 (1.09%) SharePoint
3 1 (0.54%) Apache Pig
3 1 (0.54%) Apache Spark
Applications
1 6 (3.26%) Microsoft Excel
2 3 (1.63%) Microsoft Office
3 2 (1.09%) Microsoft Project
4 1 (0.54%) Microsoft PowerPoint
Business Applications
1 4 (2.17%) SAP MM
2 3 (1.63%) SAP SD
3 2 (1.09%) Dynamics NAV
4 1 (0.54%) Dynamics CRM
4 1 (0.54%) Oracle Assets
4 1 (0.54%) Oracle Cash Management
4 1 (0.54%) Oracle Payables
4 1 (0.54%) Oracle Receivables
4 1 (0.54%) Sage 200
4 1 (0.54%) SAP SCM
Cloud Services
1 9 (4.89%) Amazon AWS
2 5 (2.72%) Cloud Computing
2 5 (2.72%) iPaaS
3 1 (0.54%) Microsoft Azure
3 1 (0.54%) SaaS
Communications & Networking
1 15 (8.15%) Network Security
2 6 (3.26%) LAN
2 6 (3.26%) WAN
3 4 (2.17%) Cisco ASA
4 2 (1.09%) Firewall
4 2 (1.09%) Unified Communications
4 2 (1.09%) Wi-Fi
5 1 (0.54%) Wireless
5 1 (0.54%) WLAN
Database & Business Intelligence
1 21 (11.41%) SQL Server
2 15 (8.15%) Big Data
3 10 (5.43%) Data Mining
3 10 (5.43%) MySQL
4 8 (4.35%) NoSQL
5 6 (3.26%) Apache Hive
5 6 (3.26%) Hadoop
6 5 (2.72%) PostgreSQL
7 4 (2.17%) SQL Server Integration Services
7 4 (2.17%) SQL Server Reporting Services
8 3 (1.63%) SAS Visual Analytics
9 2 (1.09%) Cloudera CDH
9 2 (1.09%) Data Warehouse
9 2 (1.09%) Oracle Reports
9 2 (1.09%) SAS Enterprise Miner
10 1 (0.54%) DB2
10 1 (0.54%) MS Access
10 1 (0.54%) Oracle Database 11g
10 1 (0.54%) QlikView
10 1 (0.54%) SQL Server Analysis Services
Development Applications
1 3 (1.63%) Team Foundation Server
2 2 (1.09%) Cucumber
2 2 (1.09%) Jenkins
3 1 (0.54%) Grunt
3 1 (0.54%) NUnit
3 1 (0.54%) Selenium
3 1 (0.54%) SoapUI
General
1 101 (54.89%) Finance
2 87 (47.28%) Banking
3 63 (34.24%) Retail Banking
4 11 (5.98%) Telecoms
5 8 (4.35%) Automotive
6 5 (2.72%) Marketing
7 4 (2.17%) Billing
7 4 (2.17%) Financial Institution
7 4 (2.17%) Pharmaceutical
8 3 (1.63%) Back Office
9 2 (1.09%) Advertising
9 2 (1.09%) Manufacturing
10 1 (0.54%) Games
10 1 (0.54%) Hindi Language
10 1 (0.54%) Legal
10 1 (0.54%) Polish Language
10 1 (0.54%) Urdu Language
Job Titles
1 66 (35.87%) Analyst
2 42 (22.83%) Business Analyst
3 21 (11.41%) Developer
3 21 (11.41%) Senior Analyst
4 19 (10.33%) Technical Analyst
5 18 (9.78%) Technical Business Analyst
6 14 (7.61%) Consultant
7 13 (7.07%) Data Analyst
7 13 (7.07%) Project Manager
8 12 (6.52%) Architect
8 12 (6.52%) Senior Business Analyst
9 11 (5.98%) Senior Technical Analyst
9 11 (5.98%) Senior Technical Business Analyst
9 11 (5.98%) SQL Analyst
10 10 (5.43%) Solutions Architect
11 8 (4.35%) Java Developer
11 8 (4.35%) Junior
11 8 (4.35%) SAP Consultant
11 8 (4.35%) Senior Manager
11 8 (4.35%) Systems Analyst
Libraries, Frameworks & Software Standards
1 9 (4.89%) .NET
2 6 (3.26%) Web Services
3 5 (2.72%) Java EE
3 5 (2.72%) ODBC
3 5 (2.72%) Spring
3 5 (2.72%) Spring MVC
4 4 (2.17%) ASP.NET
4 4 (2.17%) RESTful
5 3 (1.63%) HTML
5 3 (1.63%) JAX-RS
5 3 (1.63%) JSP
5 3 (1.63%) Symfony
6 2 (1.09%) ASP.NET MVC
6 2 (1.09%) CSS
6 2 (1.09%) HTML5
6 2 (1.09%) jQuery
6 2 (1.09%) Twitter Bootstrap
7 1 (0.54%) ASP.NET Web API
7 1 (0.54%) ASP.NET Web Forms
7 1 (0.54%) Dapper ORM
Miscellaneous
1 47 (25.54%) Analytical Skills
2 6 (3.26%) Computer Science
2 6 (3.26%) Credit Risk
3 5 (2.72%) NHS
4 4 (2.17%) User Experience
4 4 (2.17%) Virtual Team
5 3 (1.63%) Management Information System
5 3 (1.63%) Mobile App
6 2 (1.09%) Data Centre
6 2 (1.09%) Mainframe
6 2 (1.09%) Reference Data
7 1 (0.54%) Cybercrime
7 1 (0.54%) EPoS
7 1 (0.54%) Greenfield Project
7 1 (0.54%) Hedge funds
7 1 (0.54%) iPhone
7 1 (0.54%) Linux Command Line
7 1 (0.54%) Social Media
Operating Systems
1 13 (7.07%) Windows
2 11 (5.98%) Unix
3 7 (3.80%) Windows Server 2008
4 6 (3.26%) Windows Server 2003
5 5 (2.72%) Linux
5 5 (2.72%) Windows 2000
5 5 (2.72%) Windows Server
6 3 (1.63%) Mac OS
6 3 (1.63%) Windows Server 2012
7 2 (1.09%) Android
7 2 (1.09%) Apple iOS
8 1 (0.54%) Windows 10
8 1 (0.54%) Windows 7
8 1 (0.54%) Windows 8
8 1 (0.54%) Windows XP
Processes & Methodologies
1 36 (19.57%) Project Management
2 34 (18.48%) Stakeholder Management
3 26 (14.13%) Agile Software Development
3 26 (14.13%) Business Intelligence
4 22 (11.96%) Data Management
4 22 (11.96%) Infrastructure Management
5 19 (10.33%) Analytics
6 18 (9.78%) E-Commerce
7 16 (8.70%) Data Analysis
7 16 (8.70%) Multichannel Retail
8 15 (8.15%) ITIL
8 15 (8.15%) Migration
8 15 (8.15%) Requirements Analysis
9 11 (5.98%) Change Management
10 10 (5.43%) Contingency Planning
10 10 (5.43%) MVC
10 10 (5.43%) Waterfall
11 9 (4.89%) Regulatory Compliance
11 9 (4.89%) Risk Management
11 9 (4.89%) TDD
Programming Languages
1 43 (23.37%) SQL
2 16 (8.70%) Java
3 13 (7.07%) C#
4 9 (4.89%) JavaScript
4 9 (4.89%) Python
5 6 (3.26%) C++
6 5 (2.72%) VB
7 4 (2.17%) PHP
8 2 (1.09%) Perl
8 2 (1.09%) PowerShell
8 2 (1.09%) Shell Script
9 1 (0.54%) Bash Shell
9 1 (0.54%) C
9 1 (0.54%) CoffeeScript
9 1 (0.54%) PL/SQL
9 1 (0.54%) R
9 1 (0.54%) Ruby
9 1 (0.54%) T-SQL
9 1 (0.54%) VB.NET
Qualifications
1 22 (11.96%) Degree
2 6 (3.26%) Numerate Degree
3 5 (2.72%) CCNP
3 5 (2.72%) Cisco Certification
4 4 (2.17%) ISTQB
5 2 (1.09%) CCSA
5 2 (1.09%) CCSE
5 2 (1.09%) CCSP
5 2 (1.09%) CISM
5 2 (1.09%) CISSP
6 1 (0.54%) Computer Science Degree
6 1 (0.54%) ISEB
6 1 (0.54%) ITIL Certification
6 1 (0.54%) SAS Certification
6 1 (0.54%) SC Cleared
6 1 (0.54%) Security Cleared
Quality Assurance & Compliance
1 4 (2.17%) PMO
2 1 (0.54%) Basel III
2 1 (0.54%) ISO/IEC 27001
2 1 (0.54%) QA
2 1 (0.54%) Sarbanes-Oxley
2 1 (0.54%) SLA
System Software
1 5 (2.72%) Docker
2 4 (2.17%) HDFS
3 2 (1.09%) Active Directory
3 2 (1.09%) Hyper-V
4 1 (0.54%) SRDF
Systems Management
1 4 (2.17%) Hadoop YARN
2 2 (1.09%) FortiGate
2 2 (1.09%) Rancher
Vendors
1 11 (5.98%) Oracle
2 10 (5.43%) Microsoft
3 8 (4.35%) SAP
4 7 (3.80%) Cisco
5 6 (3.26%) CheckPoint
6 5 (2.72%) Cloudera
6 5 (2.72%) Fortinet
6 5 (2.72%) Verint
7 4 (2.17%) Blue Coat
7 4 (2.17%) F5
7 4 (2.17%) Teradata
8 2 (1.09%) Citrix
8 2 (1.09%) Splunk
9 1 (0.54%) Apple
9 1 (0.54%) Cognos
9 1 (0.54%) Informatica
9 1 (0.54%) MicroStrategy
9 1 (0.54%) Red Hat
9 1 (0.54%) Sage
9 1 (0.54%) Tableau
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