Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 28 June 2022 with a comparison to the same period over the previous 2 years.

Retailing
England > Yorkshire
6 months to
28 Jun 2022		 Same period 2021 Same period 2020
Rank 33 75 60
Rank change year-on-year +42 -15 +18
Permanent jobs citing Retail 521 210 164
As % of all permanent jobs advertised in Yorkshire 6.81% 3.68% 4.04%
As % of the General category 11.62% 7.58% 8.77%
Number of salaries quoted 258 133 112
10th Percentile £31,250 £25,550 £25,575
25th Percentile £37,125 £33,750 £31,250
Median annual salary (50th Percentile) £47,500 £43,200 £39,000
Median % change year-on-year +9.95% +10.77% -8.24%
75th Percentile £62,958 £60,000 £47,813
90th Percentile £73,750 £75,000 £63,750
England median annual salary £59,425 £57,500 £55,000
% change year-on-year +3.35% +4.55% +1.85%

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 4,484 2,770 1,869
As % of all permanent IT jobs advertised in Yorkshire 58.58% 48.49% 45.99%
Number of salaries quoted 2,680 2,061 1,518
10th Percentile £27,500 £25,750 £26,250
25th Percentile £37,500 £35,000 £33,813
Median annual salary (50th Percentile) £50,000 £46,000 £45,000
Median % change year-on-year +8.70% +2.22% +5.88%
75th Percentile £65,000 £58,750 £57,500
90th Percentile £80,000 £72,250 £68,750
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

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 28 June 2022.

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 28 June 2022. 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
Jobs
West Yorkshire +47 441 £47,500 -2.06% 75
South Yorkshire +23 42 £42,500 -14.57% 12
North Yorkshire -17 20 £60,000 +50.00% 3
East Yorkshire -7 5 £37,500 -6.25% 5
Retail
England

For the 6 months to 28 June 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 Yorkshire region with a requirement for Retail.

1 221 (42.42%) Agile
2 144 (27.64%) Social Skills
3 133 (25.53%) E-Commerce
4 131 (25.14%) Finance
5 104 (19.96%) Waterfall
6 94 (18.04%) SAP
7 79 (15.16%) SQL
8 76 (14.59%) Azure
9 75 (14.40%) Microsoft
9 75 (14.40%) Stakeholder Management
10 67 (12.86%) Analytics
11 66 (12.67%) Project Management
12 63 (12.09%) Scrum
13 61 (11.71%) Project Delivery
14 52 (9.98%) JavaScript
15 49 (9.40%) Back Office
15 49 (9.40%) Software Engineering
16 48 (9.21%) Banking
17 47 (9.02%) .NET
17 47 (9.02%) Marketing
18 46 (8.83%) Mentoring
19 43 (8.25%) ERP
19 43 (8.25%) Degree
19 43 (8.25%) Coaching
19 43 (8.25%) Workshop Facilitation
20 42 (8.06%) Migration
21 40 (7.68%) Java
21 40 (7.68%) C#
21 40 (7.68%) User Stories
22 39 (7.49%) DevOps

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 17 (3.26%) Apache Spark
2 9 (1.73%) IIS
3 5 (0.96%) CICS
3 5 (0.96%) CMS
3 5 (0.96%) Confluence
3 5 (0.96%) SharePoint
4 2 (0.38%) SAS
5 1 (0.19%) MS Exchange
5 1 (0.19%) nginx
Applications
1 14 (2.69%) Microsoft Project
2 13 (2.50%) Microsoft Office
3 5 (0.96%) Photoshop
4 3 (0.58%) Microsoft Excel
5 2 (0.38%) Microsoft PowerPoint
5 2 (0.38%) MS Visio
6 1 (0.19%) Adobe After Effects
6 1 (0.19%) Adobe Illustrator
6 1 (0.19%) Spreadsheet
Business Applications
1 15 (2.88%) SAP MDG
1 15 (2.88%) SAP Retail
2 7 (1.34%) SAP CO
2 7 (1.34%) SAP FI
2 7 (1.34%) SAP FI/CO
3 6 (1.15%) Dynamics CRM
4 4 (0.77%) Dynamics AX
4 4 (0.77%) SAP FSCM
4 4 (0.77%) SAP GRC
4 4 (0.77%) SAP MDM
5 2 (0.38%) Magento
5 2 (0.38%) Salesforce.com CRM
5 2 (0.38%) SAP S/4HANA
6 1 (0.19%) SAP Hybris
6 1 (0.19%) Shopify
Cloud Services
1 76 (14.59%) Azure
2 27 (5.18%) AWS
3 22 (4.22%) SaaS
4 19 (3.65%) Azure Data Factory
5 17 (3.26%) Microsoft 365
6 14 (2.69%) iPaaS
7 12 (2.30%) Azure DevOps
8 11 (2.11%) Azure Synapse Analytics
9 10 (1.92%) Power Platform
10 9 (1.73%) GCP
11 8 (1.54%) Firebase
11 8 (1.54%) Google Analytics
12 6 (1.15%) Azure Active Directory
13 5 (0.96%) Dynamics 365
14 4 (0.77%) GitHub
14 4 (0.77%) OpenShift
14 4 (0.77%) Salesforce Sales Cloud
14 4 (0.77%) Salesforce Service Cloud
15 3 (0.58%) SAP Commerce Cloud
16 2 (0.38%) Salesforce Commerce Cloud
Communications & Networking
1 9 (1.73%) Firewall
2 8 (1.54%) Broadband
3 5 (0.96%) DHCP
3 5 (0.96%) DNS
4 4 (0.77%) TCP/IP
4 4 (0.77%) Wi-Fi
4 4 (0.77%) Wireless
5 3 (0.58%) WAN
6 2 (0.38%) HTTP
6 2 (0.38%) LAN
6 2 (0.38%) SMS
6 2 (0.38%) Unified Communications
6 2 (0.38%) VPN
7 1 (0.19%) Cisco IOS
7 1 (0.19%) IOS XR
7 1 (0.19%) NX-OS
7 1 (0.19%) Remote Desktop
7 1 (0.19%) Skype
7 1 (0.19%) VoIP
7 1 (0.19%) WLAN
Database & Business Intelligence
1 33 (6.33%) SQL Server
2 29 (5.57%) Big Data
3 24 (4.61%) Data Lake
4 18 (3.45%) SQL Server Integration Services
5 17 (3.26%) Metadata
6 11 (2.11%) Hadoop
7 8 (1.54%) Power BI
8 5 (0.96%) DB2
8 5 (0.96%) SQL Server Reporting Services
9 4 (0.77%) SQL Server Analysis Services
10 3 (0.58%) Relational Database
11 2 (0.38%) Data Warehouse
11 2 (0.38%) MySQL
11 2 (0.38%) SAP HANA
12 1 (0.19%) Data Mart
12 1 (0.19%) DynamoDB
12 1 (0.19%) MongoDB
12 1 (0.19%) PostgreSQL
12 1 (0.19%) Tableau
Development Applications
1 28 (5.37%) Jenkins
2 13 (2.50%) Postman
2 13 (2.50%) SoapUI
3 9 (1.73%) CircleCI
4 8 (1.54%) GitLab
4 8 (1.54%) JIRA
5 7 (1.34%) Git (software)
6 5 (0.96%) Visual Studio Code
7 4 (0.77%) Visual Studio
8 2 (0.38%) NeoLoad
8 2 (0.38%) Selenium
8 2 (0.38%) Sonatype Nexus
9 1 (0.19%) JMeter
9 1 (0.19%) Octopus Deploy
9 1 (0.19%) PHPUnit
9 1 (0.19%) Zephyr
General
1 144 (27.64%) Social Skills
2 131 (25.14%) Finance
3 49 (9.40%) Back Office
4 48 (9.21%) Banking
5 47 (9.02%) Marketing
6 38 (7.29%) Analytical Skills
7 30 (5.76%) Manufacturing
8 28 (5.37%) Legal
9 23 (4.41%) Influencing Skills
10 17 (3.26%) Telecoms
11 11 (2.11%) Pharmaceutical
12 10 (1.92%) Law
13 7 (1.34%) Inclusion and Diversity
13 7 (1.34%) Organisational Skills
14 5 (0.96%) General Ledger
15 3 (0.58%) Advertising
15 3 (0.58%) Automotive
15 3 (0.58%) Presentation Skills
15 3 (0.58%) Retail Banking
16 2 (0.38%) Social Housing
Job Titles
1 76 (14.59%) Project Manager
2 72 (13.82%) Analyst
3 57 (10.94%) Developer
4 44 (8.45%) IT Manager
5 40 (7.68%) Business Analyst
6 39 (7.49%) IT Project Manager
7 34 (6.53%) Architect
8 33 (6.33%) Graduate
9 28 (5.37%) SAP Manager
10 22 (4.22%) .NET Developer
10 22 (4.22%) Consultant
11 19 (3.65%) Procurement Manager
12 18 (3.45%) Data Engineer
12 18 (3.45%) Functional Consultant
13 17 (3.26%) Senior Analyst
13 17 (3.26%) Senior Business Analyst
13 17 (3.26%) Solutions Architect
14 16 (3.07%) Senior Developer
14 16 (3.07%) Software Engineer
15 15 (2.88%) Senior Manager
Libraries, Frameworks & Software Standards
1 47 (9.02%) .NET
2 28 (5.37%) AngularJS
3 23 (4.41%) RESTful
4 20 (3.84%) .NET Core
5 19 (3.65%) HTML
6 18 (3.45%) Kafka
7 17 (3.26%) PySpark
7 17 (3.26%) Spark Streaming
7 17 (3.26%) Web Services
8 14 (2.69%) REST
8 14 (2.69%) Vue.js
9 13 (2.50%) ASP.NET
10 11 (2.11%) COM
10 11 (2.11%) CSS
11 10 (1.92%) Spring
12 9 (1.73%) Spring Boot
13 8 (1.54%) ASP.NET Web API
13 8 (1.54%) GraphQL
13 8 (1.54%) React Native
13 8 (1.54%) SOAP
Miscellaneous
1 20 (3.84%) EPoS
2 18 (3.45%) Driving Licence
2 18 (3.45%) Management Information System
3 17 (3.26%) Data Structures
3 17 (3.26%) IoT
4 16 (3.07%) Greenfield Project
5 14 (2.69%) User Experience
6 11 (2.11%) Hybrid Cloud
6 11 (2.11%) Life Science
7 10 (1.92%) Mainframe
8 8 (1.54%) Video on Demand
8 8 (1.54%) Video\Live Streaming
9 7 (1.34%) Mobile App
10 6 (1.15%) Contactless
11 5 (0.96%) IBM Mainframe
11 5 (0.96%) Private Cloud
12 4 (0.77%) Data Centre
12 4 (0.77%) Reference Data
13 3 (0.58%) Public Cloud
13 3 (0.58%) Smart Home
Operating Systems
1 34 (6.53%) Windows
2 20 (3.84%) Linux
3 14 (2.69%) Windows Server
4 9 (1.73%) Android
4 9 (1.73%) Windows Server 2008
5 8 (1.54%) Apple iOS
5 8 (1.54%) Windows Server 2012
6 7 (1.34%) zOS
7 6 (1.15%) Windows Server 2016
8 4 (0.77%) Windows 10
9 3 (0.58%) Mac OS
9 3 (0.58%) Unix
10 2 (0.38%) AIX
10 2 (0.38%) Windows Server 2019
11 1 (0.19%) Oracle Linux
11 1 (0.19%) Red Hat Enterprise Linux
Processes & Methodologies
1 221 (42.42%) Agile
2 133 (25.53%) E-Commerce
3 104 (19.96%) Waterfall
4 75 (14.40%) Stakeholder Management
5 67 (12.86%) Analytics
6 66 (12.67%) Project Management
7 63 (12.09%) Scrum
8 61 (11.71%) Project Delivery
9 49 (9.40%) Software Engineering
10 46 (8.83%) Mentoring
11 43 (8.25%) Coaching
11 43 (8.25%) ERP
11 43 (8.25%) Workshop Facilitation
12 42 (8.06%) Migration
13 40 (7.68%) User Stories
14 39 (7.49%) Continuous Improvement
14 39 (7.49%) DevOps
15 35 (6.72%) Use Case
16 32 (6.14%) Line Management
17 28 (5.37%) Data Analytics
Programming Languages
1 79 (15.16%) SQL
2 52 (9.98%) JavaScript
3 40 (7.68%) C#
3 40 (7.68%) Java
4 33 (6.33%) C
5 28 (5.37%) Python
6 20 (3.84%) C++
7 18 (3.45%) TypeScript
8 13 (2.50%) PL/SQL
9 9 (1.73%) Kotlin
10 8 (1.54%) Apple Swift
11 7 (1.34%) PowerShell
12 6 (1.15%) PHP
13 5 (0.96%) Bash
13 5 (0.96%) COBOL
13 5 (0.96%) JCL
13 5 (0.96%) T-SQL
14 4 (0.77%) Apex Code
15 3 (0.58%) Perl
16 2 (0.38%) Jython
Qualifications
1 43 (8.25%) Degree
2 11 (2.11%) Computer Science Degree
3 9 (1.73%) Security Cleared
4 8 (1.54%) SC Cleared
5 7 (1.34%) Microsoft Certification
5 7 (1.34%) PMI Certification
5 7 (1.34%) PMP
6 3 (0.58%) Cisco Certification
6 3 (0.58%) TOGAF Certification
7 2 (0.38%) CCNA
7 2 (0.38%) CCNP
7 2 (0.38%) ISTQB
7 2 (0.38%) ITIL Certification
7 2 (0.38%) ITIL Foundation Certificate
7 2 (0.38%) PhD
8 1 (0.19%) CEH
8 1 (0.19%) CISSP
8 1 (0.19%) GIAC
8 1 (0.19%) ISEB
8 1 (0.19%) LPIC
Quality Assurance & Compliance
1 35 (6.72%) QA
2 18 (3.45%) PMO
3 5 (0.96%) Data Quality
4 4 (0.77%) GRC
5 2 (0.38%) PCI DSS
5 2 (0.38%) Sarbanes-Oxley
5 2 (0.38%) SLA
6 1 (0.19%) Accessibility
6 1 (0.19%) Cyber Essentials
6 1 (0.19%) Cyber Essentials PLUS
6 1 (0.19%) ISO/IEC 27001
System Software
1 24 (4.61%) Docker
2 23 (4.41%) VMware Infrastructure
3 15 (2.88%) Active Directory
4 4 (0.77%) Hyper-V
4 4 (0.77%) Tivoli Workload Scheduler
5 2 (0.38%) Oracle RAC
6 1 (0.19%) KVM
6 1 (0.19%) Postfix
6 1 (0.19%) Virtual Machines
6 1 (0.19%) Virtual Servers
Systems Management
1 25 (4.80%) Kubernetes
2 14 (2.69%) SCCM
3 9 (1.73%) SCOM
4 8 (1.54%) Terraform
5 5 (0.96%) CA Endevor
5 5 (0.96%) CloudForms
5 5 (0.96%) MAINVIEW
6 4 (0.77%) Ansible
6 4 (0.77%) Microsoft Intune
6 4 (0.77%) Tivoli
7 2 (0.38%) Jamf Pro
7 2 (0.38%) Microsoft Clustering
8 1 (0.19%) HAProxy
8 1 (0.19%) Istio
8 1 (0.19%) Pingdom
8 1 (0.19%) ZABBIX
Vendors
1 94 (18.04%) SAP
2 75 (14.40%) Microsoft
3 23 (4.41%) VMware
4 17 (3.26%) Databricks
5 16 (3.07%) Google
5 16 (3.07%) IBM
6 12 (2.30%) Alteryx
7 11 (2.11%) Informatica
8 10 (1.92%) Cisco
8 10 (1.92%) Salesforce.com
9 9 (1.73%) Oracle
10 7 (1.34%) Workday
11 5 (0.96%) BMC
11 5 (0.96%) Dell
12 4 (0.77%) Adobe
12 4 (0.77%) Ariba
12 4 (0.77%) Citrix
12 4 (0.77%) FXall
12 4 (0.77%) Reuters
13 2 (0.38%) Dynatrace