Period
to 13 November 2019

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 13 November 2019 with a comparison to the same period over the previous 2 years.

Retailing
England > Yorkshire
6 months to
13 Nov 2019
Same period 2018 Same period 2017
Rank 73 36 47
Rank change year-on-year -37 +11 -7
Permanent jobs citing Retail 262 521 508
As % of all permanent IT jobs advertised in Yorkshire 3.80% 6.21% 5.18%
As % of the General category 11.74% 16.86% 15.00%
Number of salaries quoted 182 414 380
Yorkshire median annual salary £41,000 £42,500 £44,500
Median salary % change year-on-year -3.53% -4.49% -1.11%
10th Percentile £25,075 £26,250 £25,000
90th Percentile £67,500 £77,500 £72,500
England median annual salary £53,742 £51,500 £50,000
% change year-on-year +4.35% +3.00% -5.21%

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 2,231 3,091 3,386
As % of all permanent IT jobs advertised in Yorkshire 32.34% 36.85% 34.52%
Number of salaries quoted 1,692 2,415 2,681
Yorkshire median annual salary £45,000 £43,500 £40,000
Median salary % change year-on-year +3.45% +8.75% -5.88%
10th Percentile £25,000 £26,250 £25,500
90th Percentile £70,000 £62,022 £63,750
England median annual salary £55,000 £55,000 £51,500
% change year-on-year - +6.80% +3.00%

Retail
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Retail in Yorkshire

Retail
Salary Trend in Yorkshire

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

Salary trend for Retail in Yorkshire

Retail
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Retail in Yorkshire over the 6 months to 13 November 2019.

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 13 November 2019. 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 -18 210 £40,000 - 71
North Yorkshire -81 23 £42,500 -11.46% 12
South Yorkshire -23 11 £52,500 +31.25% 16
East Yorkshire +5 6 £35,000 - 7
Retail
England

For the 6 months to 13 November 2019, 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.

1 102 (38.93%) Agile Software Development
2 85 (32.44%) Finance
3 50 (19.08%) SQL
4 48 (18.32%) Windows
4 48 (18.32%) Microsoft
4 48 (18.32%) Stakeholder Management
5 42 (16.03%) Azure
6 41 (15.65%) Banking
7 39 (14.89%) SQL Server
8 38 (14.50%) JavaScript
9 36 (13.74%) AWS
9 36 (13.74%) Google
10 35 (13.36%) Scrum
11 34 (12.98%) Office 365
12 33 (12.60%) DevOps
13 32 (12.21%) Project Management
13 32 (12.21%) Python
14 30 (11.45%) Fintech
15 29 (11.07%) Manufacturing
16 28 (10.69%) ITIL
16 28 (10.69%) GCP
16 28 (10.69%) Problem-Solving
17 27 (10.31%) Waterfall
17 27 (10.31%) Active Directory
18 26 (9.92%) Java
18 26 (9.92%) Software Engineering
18 26 (9.92%) SDLC
19 25 (9.54%) Mentoring
20 24 (9.16%) Windows Server
21 23 (8.78%) Team Foundation Server

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 16 (6.11%) MS Exchange
2 10 (3.82%) Confluence
3 7 (2.67%) Exchange Server 2010
4 5 (1.91%) SharePoint
5 4 (1.53%) Apache
5 4 (1.53%) Exchange Server 2007
5 4 (1.53%) Exchange Server 2013
6 3 (1.15%) CMS
7 2 (0.76%) BizTalk Server
7 2 (0.76%) ColdFusion
7 2 (0.76%) DNN
7 2 (0.76%) Drupal
7 2 (0.76%) IIS
7 2 (0.76%) WordPress
8 1 (0.38%) Elasticsearch
8 1 (0.38%) SAS
8 1 (0.38%) Skype for Business
Applications
1 23 (8.78%) Microsoft Office
2 14 (5.34%) MS Visio
3 8 (3.05%) Spreadsheet
4 7 (2.67%) Microsoft Excel
5 5 (1.91%) Microsoft PowerPoint
6 2 (0.76%) Sketch
7 1 (0.38%) SPSS
Business Applications
1 10 (3.82%) Dynamics AX
2 5 (1.91%) Magento
3 2 (0.76%) Dynamics GP
3 2 (0.76%) Unit4 Business World
4 1 (0.38%) Dynamics CRM
4 1 (0.38%) Payment Gateway
4 1 (0.38%) Remedy ITSM
4 1 (0.38%) Shopify
Cloud Services
1 42 (16.03%) Azure
2 36 (13.74%) AWS
3 34 (12.98%) Office 365
4 28 (10.69%) GCP
5 19 (7.25%) G Suite
6 8 (3.05%) Azure Stack
6 8 (3.05%) IBM Cloud
7 7 (2.67%) Azure Active Directory
7 7 (2.67%) Power Platform
7 7 (2.67%) SaaS
8 3 (1.15%) Dynamics 365
9 2 (0.76%) IaaS
9 2 (0.76%) PaaS
Communications & Networking
1 17 (6.49%) Firewall
2 13 (4.96%) WAN
3 11 (4.20%) LAN
4 10 (3.82%) VPN
5 9 (3.44%) DHCP
5 9 (3.44%) DNS
6 7 (2.67%) Wi-Fi
7 5 (1.91%) TCP/IP
8 4 (1.53%) VoIP
9 3 (1.15%) ADSL
9 3 (1.15%) Broadband
9 3 (1.15%) SAN
10 2 (0.76%) Wireless
11 1 (0.38%) HTTP
11 1 (0.38%) Internet
11 1 (0.38%) Skype
11 1 (0.38%) SSL
Database & Business Intelligence
1 39 (14.89%) SQL Server
2 11 (4.20%) MySQL
3 10 (3.82%) PostgreSQL
4 8 (3.05%) Amazon DynamoDB
4 8 (3.05%) Data Warehouse
4 8 (3.05%) DB2
5 7 (2.67%) Power BI
6 6 (2.29%) Relational Database
6 6 (2.29%) SQL Server Reporting Services
7 4 (1.53%) SQL Server Integration Services
8 2 (0.76%) Hadoop
8 2 (0.76%) SQL Server Analysis Services
9 1 (0.38%) Big Data
9 1 (0.38%) DTS
9 1 (0.38%) MS Access
9 1 (0.38%) RDBMS
9 1 (0.38%) SQL Server 2008
9 1 (0.38%) SQL Server 2012
9 1 (0.38%) SQL Server 2016
Development Applications
1 23 (8.78%) Team Foundation Server
2 22 (8.40%) JIRA
3 15 (5.73%) Jenkins
4 14 (5.34%) Selenium
5 12 (4.58%) Cucumber
5 12 (4.58%) Git (software)
5 12 (4.58%) JMeter
5 12 (4.58%) SoapUI
6 10 (3.82%) Subversion
7 9 (3.44%) Eclipse
8 8 (3.05%) Android Studio
8 8 (3.05%) Ant
8 8 (3.05%) IntelliJ
8 8 (3.05%) JUnit
8 8 (3.05%) Maven
8 8 (3.05%) VSS/SourceSafe
9 7 (2.67%) Atlassian Bamboo
10 6 (2.29%) Ranorex
10 6 (2.29%) WATIR
10 6 (2.29%) WebLOAD
General
1 85 (32.44%) Finance
2 41 (15.65%) Banking
3 29 (11.07%) Manufacturing
4 10 (3.82%) Public Sector
5 9 (3.44%) Pharmaceutical
6 8 (3.05%) Local Government
6 8 (3.05%) Retail Finance
6 8 (3.05%) Telecoms
7 5 (1.91%) Marketing
8 3 (1.15%) Back Office
9 1 (0.38%) Automotive
9 1 (0.38%) French Language
9 1 (0.38%) German Language
9 1 (0.38%) Italian Language
9 1 (0.38%) Portuguese Language
9 1 (0.38%) Spanish Language
9 1 (0.38%) Swedish Language
9 1 (0.38%) Turkish Language
Job Titles
1 67 (25.57%) Analyst
2 37 (14.12%) Developer
3 31 (11.83%) Architect
4 16 (6.11%) IT Manager
5 15 (5.73%) Cybersecurity Specialist
5 15 (5.73%) Security Specialist
5 15 (5.73%) Senior Data Warehouse Specialist
5 15 (5.73%) Senior Security Specialist
5 15 (5.73%) Software Developer
6 12 (4.58%) Business Analyst
6 12 (4.58%) Solutions Architect
6 12 (4.58%) Test Analyst
7 11 (4.20%) .NET Developer
8 10 (3.82%) IT Analyst
8 10 (3.82%) Project Manager
8 10 (3.82%) Support Manager
9 9 (3.44%) Delivery Manager
9 9 (3.44%) IT Support
9 9 (3.44%) Technical Architect
10 8 (3.05%) Test Leader
Libraries, Frameworks & Software Standards
1 20 (7.63%) HTML
1 20 (7.63%) Web Services
2 19 (7.25%) jQuery
3 18 (6.87%) .NET
4 17 (6.49%) CSS
5 14 (5.34%) XML
6 12 (4.58%) JSON
7 11 (4.20%) .NET Framework
7 11 (4.20%) J2EE
8 10 (3.82%) Middleware
8 10 (3.82%) REST
9 9 (3.44%) AngularJS
9 9 (3.44%) HTML5
9 9 (3.44%) JDBC
10 8 (3.05%) Ajax
10 8 (3.05%) CSS3
10 8 (3.05%) Hibernate
10 8 (3.05%) JAXB
10 8 (3.05%) Spring
10 8 (3.05%) Struts
Miscellaneous
1 17 (6.49%) Driving Licence
2 16 (6.11%) Analytical Skills
2 16 (6.11%) Management Information System
3 15 (5.73%) Hybrid Cloud
3 15 (5.73%) Public Cloud
4 11 (4.20%) Data Centre
5 9 (3.44%) Enterprise Software
5 9 (3.44%) NHS
6 8 (3.05%) Self-Motivation
7 7 (2.67%) Private Cloud
8 6 (2.29%) iPad
9 5 (1.91%) Digital Media
9 5 (1.91%) Enterprise Cloud
9 5 (1.91%) FMCG
9 5 (1.91%) User Experience
10 3 (1.15%) EPoS
10 3 (1.15%) Robotics
11 2 (0.76%) Greenfield Project
11 2 (0.76%) Taxonomies
12 1 (0.38%) Mobile App
Operating Systems
1 48 (18.32%) Windows
2 24 (9.16%) Windows Server
3 18 (6.87%) Windows 7
4 16 (6.11%) Linux
5 12 (4.58%) Android
6 11 (4.20%) Windows Server 2008
7 10 (3.82%) Windows 10
8 9 (3.44%) Windows 8
9 7 (2.67%) Windows Server 2003
9 7 (2.67%) Windows Server 2012
10 5 (1.91%) Mac OS
11 1 (0.38%) Apple iOS
11 1 (0.38%) Unix
Processes & Methodologies
1 102 (38.93%) Agile Software Development
2 48 (18.32%) Stakeholder Management
3 35 (13.36%) Scrum
4 33 (12.60%) DevOps
5 32 (12.21%) Project Management
6 30 (11.45%) Fintech
7 28 (10.69%) ITIL
7 28 (10.69%) Problem-Solving
8 27 (10.31%) Waterfall
9 26 (9.92%) SDLC
9 26 (9.92%) Software Engineering
10 25 (9.54%) Mentoring
11 23 (8.78%) Service Delivery
12 22 (8.40%) Project Delivery
13 21 (8.02%) Business Intelligence
14 20 (7.63%) E-Commerce
14 20 (7.63%) Software Testing
15 19 (7.25%) Test Automation
16 17 (6.49%) Artificial Intelligence
16 17 (6.49%) Continuous Integration
Programming Languages
1 50 (19.08%) SQL
2 38 (14.50%) JavaScript
3 32 (12.21%) Python
4 26 (9.92%) Java
5 22 (8.40%) C#
6 14 (5.34%) PHP
6 14 (5.34%) Ruby
7 8 (3.05%) Bash Shell
7 8 (3.05%) Groovy
7 8 (3.05%) Java 8
8 7 (2.67%) Scala
9 6 (2.29%) C
9 6 (2.29%) C++
10 4 (1.53%) T-SQL
11 3 (1.15%) PowerShell
12 2 (0.76%) R
13 1 (0.38%) TypeScript
13 1 (0.38%) VBA
13 1 (0.38%) X++
Qualifications
1 14 (5.34%) CISM
1 14 (5.34%) CISSP
1 14 (5.34%) Degree
2 9 (3.44%) Microsoft Certification
3 7 (2.67%) MCSA
4 6 (2.29%) ISEB
4 6 (2.29%) SC Cleared
4 6 (2.29%) Security Cleared
5 5 (1.91%) ITIL Certification
6 4 (1.53%) Master's Degree
7 3 (1.15%) PRINCE2 Practitioner
8 2 (0.76%) ISTQB
8 2 (0.76%) MCSE
8 2 (0.76%) VMware Certified Professional (VCP)
9 1 (0.38%) Computer Science Degree
Quality Assurance & Compliance
1 13 (4.96%) QA
2 8 (3.05%) GDPR
3 4 (1.53%) COBIT
4 2 (0.76%) Data Quality
4 2 (0.76%) PMO
4 2 (0.76%) SLA
5 1 (0.38%) Actionable Recommendations
5 1 (0.38%) GMP
5 1 (0.38%) ISO 9001
5 1 (0.38%) PCI DSS
System Software
1 27 (10.31%) Active Directory
2 18 (6.87%) Docker
3 15 (5.73%) VMware Infrastructure
4 4 (1.53%) Hyper-V
4 4 (1.53%) Terminal Services
4 4 (1.53%) Virtual Servers
4 4 (1.53%) VMware ESXi
Systems Management
1 11 (4.20%) WSUS
2 9 (3.44%) Terraform
3 8 (3.05%) Opscode Chef
4 6 (2.29%) HP Quality Center
4 6 (2.29%) SCCM
5 4 (1.53%) vCenter Server
6 1 (0.38%) Ansible
6 1 (0.38%) Microsoft Intune
Vendors
1 48 (18.32%) Microsoft
2 36 (13.74%) Google
3 23 (8.78%) VMware
4 12 (4.58%) Oracle
5 11 (4.20%) IBM
5 11 (4.20%) Tableau
6 8 (3.05%) Rackspace
7 7 (2.67%) Cisco
8 6 (2.29%) HP
9 5 (1.91%) Adobe
9 5 (1.91%) Cognos
10 4 (1.53%) Meraki
10 4 (1.53%) Remedy
11 3 (1.15%) Citrix
12 2 (0.76%) Atlassian
12 2 (0.76%) CheckPoint
12 2 (0.76%) Sage
12 2 (0.76%) SAP
12 2 (0.76%) Sophos
12 2 (0.76%) Xamarin