Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 October 2021

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 18 October 2021 with a comparison to the same period over the previous 2 years.

Retailing
England > Yorkshire
6 months to
18 Oct 2021		 Same period 2020 Same period 2019
Rank 32 100 72
Rank change year-on-year +68 -28 -37
Permanent jobs citing Retail 463 56 296
As % of all permanent jobs advertised in Yorkshire 6.93% 2.09% 4.21%
As % of the General category 13.93% 5.25% 8.29%
Number of salaries quoted 194 42 206
10th Percentile £25,575 £31,250 £26,000
25th Percentile £35,000 £35,000 £32,125
Median annual salary (50th Percentile) £47,500 £43,000 £41,000
Median % change year-on-year +10.47% +4.88% -3.53%
75th Percentile £64,688 £45,000 £55,808
90th Percentile £75,000 £62,975 £66,250
England median annual salary £57,500 £55,000 £53,700
% change year-on-year +4.55% +2.42% +6.34%

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 Yorkshire with a requirement for common skills.

All General Skills
Yorkshire
Permanent vacancies with a requirement for common skills 3,324 1,066 3,572
As % of all permanent IT jobs advertised in Yorkshire 49.77% 39.84% 50.85%
Number of salaries quoted 2,345 887 2,620
10th Percentile £26,250 £29,750 £23,500
25th Percentile £35,000 £35,000 £32,000
Median annual salary (50th Percentile) £47,000 £45,000 £44,000
Median % change year-on-year +4.44% +2.27% +3.53%
75th Percentile £60,000 £55,000 £55,600
90th Percentile £75,000 £63,750 £65,000
England median annual salary £57,500 £57,500 £53,700
% change year-on-year - +7.08% +3.27%

Retail
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Retail in Yorkshire

Retail
Salary Trend in Yorkshire

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

Salary trend for Retail in Yorkshire

Retail
Salary Histogram in Yorkshire

Salary distribution for jobs citing Retail in Yorkshire over the 6 months to 18 October 2021.

Salary histogram for Retail in Yorkshire

Retail
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Retail within the Yorkshire region over the 6 months to 18 October 2021. 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
West Yorkshire +37 253 £45,000 +4.65% 82
North Yorkshire +53 114 £67,500 +80.00% 9
South Yorkshire +1 56 £50,000 +25.00% 15
Humberside - 15 - -
East Yorkshire -10 7 £40,000 - 6
Retail
England

For the 6 months to 18 October 2021, 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 Yorkshire region with a requirement for Retail.

1 143 (30.89%) Social Skills
2 137 (29.59%) Agile Software Development
3 102 (22.03%) Service Delivery
4 85 (18.36%) Finance
5 76 (16.41%) Stakeholder Management
6 66 (14.25%) SQL
7 60 (12.96%) Azure
8 59 (12.74%) E-Commerce
8 59 (12.74%) Marketing
9 58 (12.53%) Microsoft
10 53 (11.45%) Problem-Solving
11 52 (11.23%) Analytical Skills
12 50 (10.80%) Waterfall
12 50 (10.80%) ERP
13 49 (10.58%) Migration
14 40 (8.64%) Banking
14 40 (8.64%) Windows
15 38 (8.21%) Line Management
16 37 (7.99%) Coaching
16 37 (7.99%) .NET
16 37 (7.99%) Facilities Management
17 33 (7.13%) Active Directory
18 32 (6.91%) Logistics
19 30 (6.48%) Self-Motivation
20 29 (6.26%) Supplier Management
20 29 (6.26%) SQL Server
21 28 (6.05%) JavaScript
21 28 (6.05%) Python
21 28 (6.05%) Data Modelling
21 28 (6.05%) SLA

Retail
Co-occurring IT Skills in Yorkshire 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 8 (1.73%) SAS
2 3 (0.65%) Apache Spark
2 3 (0.65%) Confluence
2 3 (0.65%) SharePoint
3 2 (0.43%) WordPress
4 1 (0.22%) CMS
4 1 (0.22%) Elasticsearch
4 1 (0.22%) IIS
Applications
1 21 (4.54%) Microsoft Office
2 9 (1.94%) Microsoft Project
3 8 (1.73%) Microsoft Excel
4 5 (1.08%) MS Visio
4 5 (1.08%) Photoshop
5 2 (0.43%) Adobe Illustrator
5 2 (0.43%) Microsoft PowerPoint
5 2 (0.43%) Sketch
6 1 (0.22%) Spreadsheet
Business Applications
1 17 (3.67%) SAP S/4HANA
2 5 (1.08%) Dynamics AX
3 3 (0.65%) Magento
3 3 (0.65%) SAP ERP
4 2 (0.43%) Dynamics CRM
4 2 (0.43%) Oracle Retail
5 1 (0.22%) Dynamics NAV
5 1 (0.22%) NetSuite
5 1 (0.22%) SAP MDG
5 1 (0.22%) SAP SD
Cloud Services
1 60 (12.96%) Azure
2 27 (5.83%) Microsoft 365
3 24 (5.18%) AWS
3 24 (5.18%) Power Platform
4 10 (2.16%) Serverless
5 7 (1.51%) Google Analytics
6 6 (1.30%) Dynamics 365
7 5 (1.08%) SaaS
8 4 (0.86%) AWS CloudFormation
9 3 (0.65%) GCP
9 3 (0.65%) Google Tag Manager
9 3 (0.65%) PaaS
9 3 (0.65%) Slack
9 3 (0.65%) Trello
10 2 (0.43%) Azure Data Factory
10 2 (0.43%) Azure Stack
10 2 (0.43%) Facebook Ads
10 2 (0.43%) Google Ads
10 2 (0.43%) MailChimp
10 2 (0.43%) Miro
Communications & Networking
1 9 (1.94%) Wireless
2 8 (1.73%) Broadband
2 8 (1.73%) Firewall
3 7 (1.51%) RFID
4 6 (1.30%) LAN
4 6 (1.30%) Wi-Fi
4 6 (1.30%) WLAN
5 3 (0.65%) 5G
5 3 (0.65%) Unified Communications
6 2 (0.43%) DNS
7 1 (0.22%) HTTP
7 1 (0.22%) Internet
7 1 (0.22%) Skype
Database & Business Intelligence
1 29 (6.26%) SQL Server
2 23 (4.97%) Power BI
3 15 (3.24%) Relational Database
4 13 (2.81%) MySQL
5 12 (2.59%) Data Warehouse
6 8 (1.73%) Tableau
7 6 (1.30%) SQL Server Integration Services
7 6 (1.30%) SQL Server Reporting Services
8 5 (1.08%) Data Mining
8 5 (1.08%) NoSQL
9 3 (0.65%) Metadata
9 3 (0.65%) SQL Server Analysis Services
10 2 (0.43%) Azure SQL Database
10 2 (0.43%) Data Lake
10 2 (0.43%) Hadoop
10 2 (0.43%) PostgreSQL
10 2 (0.43%) QlikView
10 2 (0.43%) RDBMS
11 1 (0.22%) Amazon DynamoDB
11 1 (0.22%) SAP Data Services
Development Applications
1 17 (3.67%) JIRA
2 5 (1.08%) Selenium
2 5 (1.08%) Team Foundation Server
3 4 (0.86%) Visual Studio
4 3 (0.65%) Postman
5 2 (0.43%) AdminStudio
5 2 (0.43%) Bitbucket
5 2 (0.43%) Cucumber
5 2 (0.43%) InstallShield
5 2 (0.43%) Jenkins
5 2 (0.43%) MSI
5 2 (0.43%) SoapUI
5 2 (0.43%) SpecFlow
5 2 (0.43%) WebDriver
6 1 (0.22%) Appium
6 1 (0.22%) Grunt
6 1 (0.22%) Jasmine
6 1 (0.22%) Octopus Deploy
6 1 (0.22%) Vagrant
6 1 (0.22%) Visual Composer
General
1 143 (30.89%) Social Skills
2 85 (18.36%) Finance
3 59 (12.74%) Marketing
4 52 (11.23%) Analytical Skills
5 40 (8.64%) Banking
6 28 (6.05%) Manufacturing
7 21 (4.54%) Public Sector
8 17 (3.67%) Back Office
9 13 (2.81%) Organisational Skills
10 12 (2.59%) Legal
11 11 (2.38%) Automotive
12 10 (2.16%) Billing
13 6 (1.30%) Games
13 6 (1.30%) Law
14 5 (1.08%) Inclusion and Diversity
14 5 (1.08%) Pharmaceutical
15 4 (0.86%) Advertising
16 3 (0.65%) Influencing Skills
16 3 (0.65%) Presentation Skills
17 2 (0.43%) Retail Finance
Job Titles
1 56 (12.10%) Project Manager
2 40 (8.64%) Developer
3 39 (8.42%) Analyst
4 36 (7.78%) Architect
5 33 (7.13%) Solutions Architect
6 21 (4.54%) Consultant
7 18 (3.89%) Data Manager
7 18 (3.89%) IT Manager
8 16 (3.46%) Business Analyst
8 16 (3.46%) IT Engineer
8 16 (3.46%) SAP Manager
8 16 (3.46%) Senior Manager
9 14 (3.02%) Electrical Engineer
10 13 (2.81%) Infrastructure Engineer
10 13 (2.81%) Software Developer
10 13 (2.81%) Support Engineer
11 12 (2.59%) Programme Manager
11 12 (2.59%) Senior Project Manager
11 12 (2.59%) Software Engineer
11 12 (2.59%) Windows Engineer
Libraries, Frameworks & Software Standards
1 37 (7.99%) .NET
2 22 (4.75%) HTML
3 21 (4.54%) CSS
4 16 (3.46%) Web Services
5 13 (2.81%) AngularJS
6 12 (2.59%) ASP.NET
6 12 (2.59%) React
7 11 (2.38%) ASP.NET MVC
8 10 (2.16%) jQuery
9 9 (1.94%) .NET Core
9 9 (1.94%) Node.js
10 8 (1.73%) .NET Framework
11 5 (1.08%) HTML5
11 5 (1.08%) REST
11 5 (1.08%) SOAP
12 4 (0.86%) ADO.NET
12 4 (0.86%) JSON
12 4 (0.86%) KnockoutJS
12 4 (0.86%) RESTful
12 4 (0.86%) WinForms
Miscellaneous
1 30 (6.48%) Self-Motivation
2 25 (5.40%) Driving Licence
3 23 (4.97%) EPoS
4 15 (3.24%) Analytical Mindset
4 15 (3.24%) FMCG
4 15 (3.24%) Legacy Systems
4 15 (3.24%) Public Cloud
4 15 (3.24%) User Experience
5 14 (3.02%) Data Centre
5 14 (3.02%) Mobile App
6 13 (2.81%) Social Media
7 12 (2.59%) Virtual Team
8 11 (2.38%) Greenfield Project
8 11 (2.38%) Management Information System
9 7 (1.51%) CMDB
10 5 (1.08%) Data Protection Act
10 5 (1.08%) PDA
11 4 (0.86%) NHS
12 3 (0.65%) N-Tier
13 2 (0.43%) CCTV
Operating Systems
1 40 (8.64%) Windows
2 20 (4.32%) Apple iOS
2 20 (4.32%) Windows 10
3 15 (3.24%) Android
4 12 (2.59%) Windows Server
5 11 (2.38%) Windows 7
6 8 (1.73%) Windows 8
6 8 (1.73%) Windows Server 2012
6 8 (1.73%) Windows Server 2016
6 8 (1.73%) Windows Server 2019
7 6 (1.30%) Windows Server 2008
8 2 (0.43%) Linux
Processes & Methodologies
1 137 (29.59%) Agile Software Development
2 102 (22.03%) Service Delivery
3 76 (16.41%) Stakeholder Management
4 59 (12.74%) E-Commerce
5 53 (11.45%) Problem-Solving
6 50 (10.80%) ERP
6 50 (10.80%) Waterfall
7 49 (10.58%) Migration
8 38 (8.21%) Line Management
9 37 (7.99%) Coaching
9 37 (7.99%) Facilities Management
10 32 (6.91%) Logistics
11 29 (6.26%) Supplier Management
12 28 (6.05%) Data Modelling
13 27 (5.83%) Business Intelligence
14 26 (5.62%) Analytics
14 26 (5.62%) Project Management
15 25 (5.40%) Software Engineering
16 24 (5.18%) Project Delivery
17 23 (4.97%) CRM
Programming Languages
1 66 (14.25%) SQL
2 28 (6.05%) JavaScript
2 28 (6.05%) Python
3 21 (4.54%) C#
4 20 (4.32%) Java
5 12 (2.59%) TypeScript
6 10 (2.16%) T-SQL
7 8 (1.73%) C
7 8 (1.73%) PHP
8 7 (1.51%) VBA
9 5 (1.08%) R
10 4 (0.86%) PowerShell
11 3 (0.65%) X++
12 2 (0.43%) C++
12 2 (0.43%) HiveQL
12 2 (0.43%) Ruby
13 1 (0.22%) Apple Swift
13 1 (0.22%) Kotlin
Qualifications
1 20 (4.32%) Degree
2 6 (1.30%) AWS Certification
2 6 (1.30%) PRINCE2 Practitioner
3 3 (0.65%) DBS Check
3 3 (0.65%) Master's Degree
4 2 (0.43%) CISSP
4 2 (0.43%) ISO 27001 Lead Auditor
4 2 (0.43%) PMP
Quality Assurance & Compliance
1 28 (6.05%) SLA
2 21 (4.54%) Data Quality
3 10 (2.16%) GDPR
4 6 (1.30%) PCI DSS
4 6 (1.30%) QA
5 4 (0.86%) PMO
6 2 (0.43%) ISO/IEC 27001
7 1 (0.22%) Accessibility
7 1 (0.22%) WCAG
System Software
1 33 (7.13%) Active Directory
2 8 (1.73%) Docker
3 3 (0.65%) XenApp
4 2 (0.43%) Microsoft App-V
5 1 (0.22%) Hyper-V
5 1 (0.22%) Microsoft Virtual Server
5 1 (0.22%) Varnish
5 1 (0.22%) Virtual Servers
Systems Management
1 15 (3.24%) SCCM
2 12 (2.59%) Kubernetes
3 3 (0.65%) NetBackup
4 2 (0.43%) Microsoft Intune
4 2 (0.43%) Oracle Identity Management
4 2 (0.43%) Oracle Identity Manager
4 2 (0.43%) Puppet
4 2 (0.43%) SolarWinds Orion
4 2 (0.43%) Terraform
5 1 (0.22%) SCOM
Vendors
1 58 (12.53%) Microsoft
2 23 (4.97%) SAP
3 16 (3.46%) Google
4 10 (2.16%) Workday
5 7 (1.51%) VMware
6 6 (1.30%) Cisco
6 6 (1.30%) Palo Alto
7 5 (1.08%) Adobe
8 4 (0.86%) IBM
8 4 (0.86%) Oracle
8 4 (0.86%) Salesforce.com
8 4 (0.86%) ServiceNow
9 3 (0.65%) Apple
9 3 (0.65%) Aruba
9 3 (0.65%) Citrix
9 3 (0.65%) Cognos
9 3 (0.65%) Dell
9 3 (0.65%) HP
9 3 (0.65%) Veeam
9 3 (0.65%) Xamarin