Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 January 2022

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

Retailing
England > Yorkshire
6 months to
18 Jan 2022		 Same period 2021 Same period 2020
Rank 28 123 81
Rank change year-on-year +95 -42 -25
Permanent jobs citing Retail 511 75 199
As % of all permanent jobs advertised in Yorkshire 7.33% 2.02% 3.28%
As % of the General category 14.71% 4.69% 6.50%
Number of salaries quoted 204 66 148
10th Percentile £30,300 £28,375 £25,000
25th Percentile £34,875 £37,500 £32,500
Median annual salary (50th Percentile) £47,500 £45,000 £40,000
Median % change year-on-year +5.56% +12.50% -
75th Percentile £60,049 £61,750 £58,750
90th Percentile £73,000 £80,000 £70,000
England median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% +4.76%

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 3,475 1,600 3,063
As % of all permanent IT jobs advertised in Yorkshire 49.85% 43.06% 50.44%
Number of salaries quoted 2,363 1,321 2,422
10th Percentile £28,500 £27,000 £24,000
25th Percentile £35,250 £35,250 £32,500
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - +5.88%
75th Percentile £62,500 £57,500 £57,500
90th Percentile £80,000 £66,250 £67,500
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 18 January 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 18 January 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
Job
Vacancies
West Yorkshire +52 251 £45,000 +4.65% 61
South Yorkshire +51 127 £52,500 +16.67% 10
North Yorkshire +49 104 £75,000 +66.67% 6
Humberside - 15 - -
East Yorkshire -6 7 £37,500 -6.25% 5
Retail
England

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

1 207 (40.51%) Social Skills
2 152 (29.75%) Agile Software Development
3 134 (26.22%) SQL
4 120 (23.48%) Analytical Skills
5 93 (18.20%) Problem-Solving
6 87 (17.03%) Analytics
6 87 (17.03%) Logistics
7 82 (16.05%) Service Delivery
8 77 (15.07%) Data Analysis
8 77 (15.07%) Organisational Skills
9 74 (14.48%) Stakeholder Management
10 72 (14.09%) VBA
11 71 (13.89%) E-Commerce
11 71 (13.89%) Business Intelligence
12 65 (12.72%) Finance
12 65 (12.72%) Marketing
13 60 (11.74%) Microsoft
14 58 (11.35%) Waterfall
15 54 (10.57%) Data Science
16 51 (9.98%) Product Management
17 49 (9.59%) Data Interpretation
18 47 (9.20%) Algorithms
19 44 (8.61%) Azure
20 41 (8.02%) Windows
21 40 (7.83%) ERP
22 37 (7.24%) DevOps
23 35 (6.85%) Migration
24 34 (6.65%) Scrum
24 34 (6.65%) Project Management
25 31 (6.07%) User Stories

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 15 (2.94%) SAS
2 5 (0.98%) IIS
3 4 (0.78%) SharePoint
4 3 (0.59%) Apache Spark
5 1 (0.20%) Confluence
5 1 (0.20%) Elasticsearch
5 1 (0.20%) MS Exchange
Applications
1 21 (4.11%) Microsoft Excel
2 19 (3.72%) Microsoft Office
3 7 (1.37%) Microsoft Project
3 7 (1.37%) SPSS
4 6 (1.17%) MS Visio
5 1 (0.20%) Microsoft PowerPoint
5 1 (0.20%) Photoshop
Business Applications
1 13 (2.54%) SAP S/4HANA
2 3 (0.59%) Magento
3 2 (0.39%) Dynamics CRM
3 2 (0.39%) Oracle Retail
4 1 (0.20%) Dynamics AX
4 1 (0.20%) NetSuite
4 1 (0.20%) SAP ERP
4 1 (0.20%) SAP MDG
4 1 (0.20%) Sentinel
4 1 (0.20%) WebTrends
Cloud Services
1 44 (8.61%) Azure
2 27 (5.28%) AWS
3 22 (4.31%) Microsoft 365
4 16 (3.13%) Power Platform
5 10 (1.96%) GCP
6 8 (1.57%) Serverless
7 7 (1.37%) Google Analytics
8 5 (0.98%) AWS CloudFormation
9 4 (0.78%) Google Tag Manager
9 4 (0.78%) OpenShift
10 2 (0.39%) MailChimp
11 1 (0.20%) AWS Lambda
11 1 (0.20%) Azure Data Factory
11 1 (0.20%) Dynamics 365
11 1 (0.20%) GitHub
11 1 (0.20%) iPaaS
11 1 (0.20%) Mimecast
11 1 (0.20%) PaaS
11 1 (0.20%) Slack
11 1 (0.20%) Trello
Communications & Networking
1 11 (2.15%) Wi-Fi
2 10 (1.96%) Broadband
3 9 (1.76%) Wireless
4 8 (1.57%) Firewall
5 7 (1.37%) Internet
5 7 (1.37%) RFID
5 7 (1.37%) WLAN
6 5 (0.98%) 5G
7 3 (0.59%) Unified Communications
8 2 (0.39%) DNS
9 1 (0.20%) BGP
9 1 (0.20%) Cisco Nexus
9 1 (0.20%) DHCP
9 1 (0.20%) Intrusion Detection
9 1 (0.20%) SAN
9 1 (0.20%) Value-Added Service
9 1 (0.20%) VoIP
9 1 (0.20%) WAN
Database & Business Intelligence
1 29 (5.68%) SQL Server
2 16 (3.13%) Power BI
3 15 (2.94%) MySQL
4 8 (1.57%) Data Warehouse
5 7 (1.37%) Big Data
5 7 (1.37%) BigQuery
5 7 (1.37%) Tableau
6 6 (1.17%) SQL Server Integration Services
7 5 (0.98%) Relational Database
8 4 (0.78%) Data Mining
8 4 (0.78%) RDBMS
8 4 (0.78%) SQL Server Reporting Services
9 3 (0.59%) MongoDB
9 3 (0.59%) SQL Server Analysis Services
10 2 (0.39%) Data Lake
10 2 (0.39%) Hadoop
10 2 (0.39%) Metadata
10 2 (0.39%) QlikView
11 1 (0.20%) Azure SQL Data Warehouse
11 1 (0.20%) Metadata Repository
Development Applications
1 13 (2.54%) JIRA
2 8 (1.57%) Postman
3 7 (1.37%) SoapUI
4 5 (0.98%) Team Foundation Server
5 4 (0.78%) Selenium
6 3 (0.59%) Visual Studio
7 2 (0.39%) Jenkins
7 2 (0.39%) JMeter
8 1 (0.20%) Appium
8 1 (0.20%) Cucumber
8 1 (0.20%) Git (software)
8 1 (0.20%) GitLab
8 1 (0.20%) Grunt
8 1 (0.20%) PHPUnit
8 1 (0.20%) REST Assured
8 1 (0.20%) SpecFlow
8 1 (0.20%) Vagrant
8 1 (0.20%) WebDriver
General
1 207 (40.51%) Social Skills
2 120 (23.48%) Analytical Skills
3 77 (15.07%) Organisational Skills
4 65 (12.72%) Finance
4 65 (12.72%) Marketing
5 29 (5.68%) Banking
6 22 (4.31%) Public Sector
7 20 (3.91%) Back Office
8 17 (3.33%) Manufacturing
9 15 (2.94%) Games
10 12 (2.35%) Inclusion and Diversity
10 12 (2.35%) Influencing Skills
10 12 (2.35%) Legal
11 10 (1.96%) Automotive
12 9 (1.76%) Law
13 7 (1.37%) Publishing
14 3 (0.59%) Billing
14 3 (0.59%) Presentation Skills
14 3 (0.59%) Retail Banking
15 2 (0.39%) Advertising
Job Titles
1 79 (15.46%) Analyst
2 52 (10.18%) Project Manager
3 41 (8.02%) Developer
4 37 (7.24%) Business Analyst
5 24 (4.70%) Senior Analyst
6 22 (4.31%) Analytics Manager
6 22 (4.31%) Consultant
7 20 (3.91%) Architect
7 20 (3.91%) Data Manager
8 19 (3.72%) Solutions Architect
8 19 (3.72%) Supply Chain Manager
9 18 (3.52%) IT Engineer
9 18 (3.52%) Planning Manager
9 18 (3.52%) Senior Business Analyst
10 14 (2.74%) Senior Manager
11 13 (2.54%) .NET Developer
11 13 (2.54%) IT Manager
11 13 (2.54%) SAP Manager
12 12 (2.35%) Data Analyst
12 12 (2.35%) PHP Developer
Libraries, Frameworks & Software Standards
1 30 (5.87%) .NET
2 16 (3.13%) HTML
3 13 (2.54%) AngularJS
3 13 (2.54%) CSS
4 11 (2.15%) Web Services
5 9 (1.76%) jQuery
5 9 (1.76%) RESTful
6 8 (1.57%) ASP.NET
6 8 (1.57%) ASP.NET MVC
7 7 (1.37%) .NET Framework
8 6 (1.17%) Node.js
8 6 (1.17%) React
9 5 (0.98%) REST
10 4 (0.78%) .NET Core
10 4 (0.78%) Symfony
11 3 (0.59%) KnockoutJS
11 3 (0.59%) Phalcon
11 3 (0.59%) React Native
11 3 (0.59%) Redux
11 3 (0.59%) Vue.js
Miscellaneous
1 47 (9.20%) Algorithms
2 29 (5.68%) EPoS
3 17 (3.33%) Self-Motivation
3 17 (3.33%) User Experience
4 16 (3.13%) Management Information System
5 15 (2.94%) Analytical Mindset
5 15 (2.94%) Driving Licence
6 13 (2.54%) FMCG
6 13 (2.54%) Social Media
7 10 (1.96%) Mobile App
8 9 (1.76%) Public Cloud
9 7 (1.37%) CMDB
9 7 (1.37%) Data Centre
10 4 (0.78%) NHS
10 4 (0.78%) Private Cloud
11 3 (0.59%) Greenfield Project
11 3 (0.59%) N-Tier
12 1 (0.20%) Cloud Native
12 1 (0.20%) Clustering
12 1 (0.20%) Security Operations Centre
Operating Systems
1 41 (8.02%) Windows
2 21 (4.11%) Apple iOS
3 17 (3.33%) Linux
4 15 (2.94%) Windows 10
5 13 (2.54%) Android
6 8 (1.57%) Windows 7
6 8 (1.57%) Windows 8
7 7 (1.37%) Windows Server
Processes & Methodologies
1 152 (29.75%) Agile Software Development
2 93 (18.20%) Problem-Solving
3 87 (17.03%) Analytics
3 87 (17.03%) Logistics
4 82 (16.05%) Service Delivery
5 77 (15.07%) Data Analysis
6 74 (14.48%) Stakeholder Management
7 71 (13.89%) Business Intelligence
7 71 (13.89%) E-Commerce
8 58 (11.35%) Waterfall
9 54 (10.57%) Data Science
10 51 (9.98%) Product Management
11 49 (9.59%) Data Interpretation
12 40 (7.83%) ERP
13 37 (7.24%) DevOps
14 35 (6.85%) Migration
15 34 (6.65%) Project Management
15 34 (6.65%) Scrum
16 31 (6.07%) User Stories
17 28 (5.48%) Coaching
Programming Languages
1 134 (26.22%) SQL
2 72 (14.09%) VBA
3 25 (4.89%) JavaScript
4 19 (3.72%) C#
5 18 (3.52%) Python
6 16 (3.13%) Java
7 15 (2.94%) PHP
8 10 (1.96%) TypeScript
9 9 (1.76%) T-SQL
10 4 (0.78%) C++
10 4 (0.78%) R
11 3 (0.59%) Ruby
12 2 (0.39%) HiveQL
13 1 (0.20%) C
13 1 (0.20%) Go
13 1 (0.20%) X++
Qualifications
1 24 (4.70%) Degree
2 9 (1.76%) ISEB
3 8 (1.57%) Cisco Certification
4 7 (1.37%) CCNA
4 7 (1.37%) CCNP
5 6 (1.17%) AWS Certification
5 6 (1.17%) LPIC
5 6 (1.17%) MCP
5 6 (1.17%) MCSE
5 6 (1.17%) Microsoft Certification
6 3 (0.59%) CISSP
6 3 (0.59%) Master's Degree
7 2 (0.39%) ISO 27001 Lead Auditor
7 2 (0.39%) PRINCE2 Practitioner
7 2 (0.39%) SC Cleared
7 2 (0.39%) Security Cleared
8 1 (0.20%) CISM
8 1 (0.20%) DBS Check
8 1 (0.20%) ISTQB
8 1 (0.20%) ITIL Certification
Quality Assurance & Compliance
1 20 (3.91%) Data Quality
2 14 (2.74%) SLA
3 13 (2.54%) QA
4 3 (0.59%) GDPR
5 2 (0.39%) ISO/IEC 27001
5 2 (0.39%) PMO
6 1 (0.20%) Accessibility
6 1 (0.20%) Actionable Recommendations
System Software
1 24 (4.70%) Active Directory
2 9 (1.76%) VMware Infrastructure
3 4 (0.78%) Oracle RAC
4 3 (0.59%) Tivoli Workload Scheduler
5 2 (0.39%) vSphere
6 1 (0.20%) Docker
6 1 (0.20%) Hyper-V
6 1 (0.20%) Microsoft Virtual Server
6 1 (0.20%) Varnish
6 1 (0.20%) Virtual Machines
6 1 (0.20%) Virtual Servers
Systems Management
1 6 (1.17%) Kubernetes
2 4 (0.78%) CloudForms
3 3 (0.59%) Tivoli
4 2 (0.39%) SCCM
4 2 (0.39%) SCOM
4 2 (0.39%) Terraform
5 1 (0.20%) Ansible
5 1 (0.20%) Puppet
Vendors
1 60 (11.74%) Microsoft
2 27 (5.28%) SAP
3 24 (4.70%) Google
4 17 (3.33%) Oracle
5 13 (2.54%) VMware
6 10 (1.96%) Workday
7 9 (1.76%) IBM
8 8 (1.57%) Cisco
9 4 (0.78%) Salesforce.com
10 3 (0.59%) Aruba
10 3 (0.59%) HP
10 3 (0.59%) Xamarin
11 2 (0.39%) Alteryx
11 2 (0.39%) Teradata
12 1 (0.20%) Adobe
12 1 (0.20%) Ariba
12 1 (0.20%) Cadence
12 1 (0.20%) Cognos
12 1 (0.20%) Dell
12 1 (0.20%) Informatica