Period
to 14 November 2018

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 14 November 2018 with a comparison to the same period over the previous 2 years.

Retailing
England > Yorkshire
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 37 46 42
Rank change year-on-year +9 -4 -11
Permanent jobs citing Retail 522 518 637
As % of all permanent IT jobs advertised in Yorkshire 6.20% 5.24% 5.71%
As % of the General category 18.20% 16.00% 16.34%
Number of salaries quoted 415 384 432
Yorkshire median annual salary £42,500 £44,500 £45,000
Median salary % change year-on-year -4.49% -1.11% +12.50%
10th Percentile £26,250 £25,000 £27,500
90th Percentile £77,500 £72,500 £82,500
England median annual salary £51,274 £50,000 £52,500
% change year-on-year +2.55% -4.76% +5.00%

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 2,868 3,237 3,899
As % of all permanent IT jobs advertised in Yorkshire 34.05% 32.74% 34.96%
Number of salaries quoted 2,255 2,569 3,203
Yorkshire median annual salary £43,000 £40,000 £42,500
Median salary % change year-on-year +7.50% -5.88% +6.25%
10th Percentile £26,250 £25,750 £24,750
90th Percentile £61,250 £63,750 £70,000
England median annual salary £55,000 £52,500 £51,500
% change year-on-year +4.76% +1.94% +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 14 November 2018.

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 14 November 2018. 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 +14 357 £40,000 -20.00% 78
North Yorkshire +14 94 £48,000 +28.00% 11
South Yorkshire +13 49 £40,000 -5.88% 17
East Yorkshire -29 4 £35,000 -12.50% 4
Humberside -1 3 £29,000 -7.20%
Retail
England

For the 6 months to 14 November 2018, 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.

1 195 (37.36%) Agile Software Development
2 173 (33.14%) Finance
3 103 (19.73%) Microsoft
4 102 (19.54%) Java
5 97 (18.58%) C#
6 80 (15.33%) SQL
7 76 (14.56%) .NET
8 73 (13.98%) Amazon AWS
9 70 (13.41%) Microsoft Azure
10 67 (12.84%) Analytical Skills
10 67 (12.84%) Python
11 65 (12.45%) JavaScript
12 60 (11.49%) QA
13 59 (11.30%) PHP
14 58 (11.11%) Project Management
14 58 (11.11%) Scrum
15 54 (10.34%) Windows
16 53 (10.15%) Stakeholder Management
16 53 (10.15%) Test Automation
17 52 (9.96%) DevOps
17 52 (9.96%) TDD
18 46 (8.81%) Google
19 45 (8.62%) ITIL
19 45 (8.62%) Problem-Solving
20 44 (8.43%) E-Commerce
21 43 (8.24%) CSS
21 43 (8.24%) HTML
22 39 (7.47%) SQL Server
22 39 (7.47%) Active Directory
23 38 (7.28%) MySQL

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 25 (4.79%) MS Exchange
2 22 (4.21%) Tomcat
3 15 (2.87%) Exchange Server 2010
4 12 (2.30%) JBoss
4 12 (2.30%) SharePoint
5 10 (1.92%) IIS
5 10 (1.92%) Jetty
6 8 (1.53%) Skype for Business
7 7 (1.34%) Oracle SOA Suite
8 6 (1.15%) Apache
9 5 (0.96%) Confluence
9 5 (0.96%) Exchange Server 2007
10 4 (0.77%) CMS
10 4 (0.77%) Exchange Server 2013
10 4 (0.77%) WebLogic
11 3 (0.57%) GlassFish
11 3 (0.57%) SharePoint 2013
11 3 (0.57%) WebSphere
12 2 (0.38%) Elasticsearch
13 1 (0.19%) NServiceBus
Applications
1 26 (4.98%) Microsoft Office
2 10 (1.92%) Microsoft Excel
3 2 (0.38%) Microsoft PowerPoint
3 2 (0.38%) MS Visio
4 1 (0.19%) Autodesk Inventor
4 1 (0.19%) FileZilla
4 1 (0.19%) InVision
4 1 (0.19%) SOLIDWORKS
4 1 (0.19%) Spreadsheet
Business Applications
1 11 (2.11%) Dynamics AX
1 11 (2.11%) SAP CO
1 11 (2.11%) SAP FI
1 11 (2.11%) SAP FI/CO
2 7 (1.34%) Unit4 Business World
3 5 (0.96%) iTrent
4 4 (0.77%) Dynamics CRM
5 3 (0.57%) Magento
5 3 (0.57%) Payment Gateway
6 2 (0.38%) assyst
6 2 (0.38%) NetSuite
6 2 (0.38%) SAP Business One
7 1 (0.19%) Remedy ITSM
7 1 (0.19%) SAP Hybris
7 1 (0.19%) VisionPLUS
Cloud Services
1 73 (13.98%) Amazon AWS
2 70 (13.41%) Microsoft Azure
3 29 (5.56%) Office 365
4 17 (3.26%) Dynamics 365
5 16 (3.07%) G Suite
6 9 (1.72%) Serverless
7 7 (1.34%) Apigee
7 7 (1.34%) Cloud Computing
8 6 (1.15%) Google Cloud Platform
9 3 (0.57%) GitHub
9 3 (0.57%) Google Analytics
9 3 (0.57%) IaaS
10 2 (0.38%) AWS CloudFormation
10 2 (0.38%) SaaS
11 1 (0.19%) Amazon EC2
11 1 (0.19%) AWS CloudTrail
11 1 (0.19%) OneDrive
11 1 (0.19%) PaaS
11 1 (0.19%) Route 53
11 1 (0.19%) Virtual Private Cloud
Communications & Networking
1 20 (3.83%) SAN
2 16 (3.07%) Firewall
2 16 (3.07%) Internet
3 13 (2.49%) DNS
3 13 (2.49%) MPLS
4 12 (2.30%) TCP/IP
5 11 (2.11%) FTP
5 11 (2.11%) VPN
6 10 (1.92%) Cisco ASA
6 10 (1.92%) IPsec
7 9 (1.72%) DHCP
8 7 (1.34%) Cisco Firepower
9 6 (1.15%) BGP
9 6 (1.15%) VLAN
9 6 (1.15%) WAN
10 5 (0.96%) OSPF
11 4 (0.77%) Cisco IOS
11 4 (0.77%) LAN
11 4 (0.77%) VoIP
11 4 (0.77%) Wireless
Database & Business Intelligence
1 39 (7.47%) SQL Server
2 38 (7.28%) MySQL
3 15 (2.87%) NoSQL
3 15 (2.87%) Relational Database
4 10 (1.92%) Azure SQL Database
4 10 (1.92%) Data Warehouse
5 9 (1.72%) SQL Server Integration Services
6 8 (1.53%) Cosmos DB
6 8 (1.53%) Hadoop
6 8 (1.53%) RDBMS
6 8 (1.53%) Redis
7 7 (1.34%) Big Data
7 7 (1.34%) PostgreSQL
8 6 (1.15%) SQL Server 2012
8 6 (1.15%) SQL Server Reporting Services
9 5 (0.96%) BusinessObjects
10 4 (0.77%) SQL Server 2008
11 3 (0.57%) MongoDB
11 3 (0.57%) SQL Server 2016
11 3 (0.57%) SQL Server Analysis Services
Development Applications
1 37 (7.09%) Selenium
2 33 (6.32%) Jenkins
3 30 (5.75%) Git (software)
4 27 (5.17%) Cucumber
5 26 (4.98%) JIRA
6 23 (4.41%) SoapUI
7 20 (3.83%) JMeter
8 17 (3.26%) Atlassian Bamboo
9 14 (2.68%) Gatling
10 12 (2.30%) WebDriver
11 11 (2.11%) Maven
12 10 (1.92%) Appium
12 10 (1.92%) Buildbot
12 10 (1.92%) LoadRunner
12 10 (1.92%) NeoLoad
12 10 (1.92%) Ranorex
12 10 (1.92%) Visual Studio
12 10 (1.92%) WATIR
12 10 (1.92%) WebLOAD
13 8 (1.53%) Team Foundation Server
General
1 173 (33.14%) Finance
2 38 (7.28%) Manufacturing
3 36 (6.90%) Marketing
4 20 (3.83%) Telecoms
5 19 (3.64%) Back Office
6 11 (2.11%) Legal
7 9 (1.72%) Games
8 7 (1.34%) Banking
8 7 (1.34%) Pharmaceutical
9 6 (1.15%) Advertising
10 5 (0.96%) Local Government
11 4 (0.77%) Automotive
11 4 (0.77%) Law
11 4 (0.77%) Retail Banking
12 2 (0.38%) Retail Finance
13 1 (0.19%) Digital Economy
13 1 (0.19%) Financial Institution
13 1 (0.19%) Social Science
Job Titles
1 140 (26.82%) Developer
2 112 (21.46%) Analyst
3 40 (7.66%) Senior Developer
4 34 (6.51%) Business Analyst
5 27 (5.17%) Software Developer
6 26 (4.98%) Architect
7 25 (4.79%) Java Developer
8 24 (4.60%) .NET Developer
8 24 (4.60%) Project Manager
9 23 (4.41%) Systems Analyst
10 18 (3.45%) Tester
11 17 (3.26%) PHP Developer
12 16 (3.07%) Consultant
13 14 (2.68%) IT Analyst
13 14 (2.68%) IT Manager
14 13 (2.49%) C# Developer
14 13 (2.49%) Support Analyst
15 12 (2.30%) Lead Developer
15 12 (2.30%) Senior .NET Developer
15 12 (2.30%) Test Analyst
Libraries, Frameworks & Software Standards
1 76 (14.56%) .NET
2 43 (8.24%) CSS
2 43 (8.24%) HTML
3 29 (5.56%) ASP.NET
4 25 (4.79%) Web Services
5 24 (4.60%) AngularJS
5 24 (4.60%) XML
6 20 (3.83%) React
7 17 (3.26%) Node.js
8 16 (3.07%) .NET Framework
9 15 (2.87%) ASP.NET MVC
9 15 (2.87%) Spring
10 13 (2.49%) Middleware
11 12 (2.30%) Hibernate
11 12 (2.30%) HTML5
11 12 (2.30%) LINQ
12 11 (2.11%) ASP.NET Web API
12 11 (2.11%) jQuery
12 11 (2.11%) React Native
13 10 (1.92%) LAMP
Miscellaneous
1 67 (12.84%) Analytical Skills
2 28 (5.36%) Greenfield Project
3 19 (3.64%) EPoS
4 17 (3.26%) Public Cloud
5 15 (2.87%) Management Information System
5 15 (2.87%) User Experience
6 14 (2.68%) Data Centre
7 11 (2.11%) Computer Science
8 10 (1.92%) Enterprise Software
8 10 (1.92%) NHS
8 10 (1.92%) Self-Motivation
9 9 (1.72%) Mobile App
10 8 (1.53%) Fintech
11 6 (1.15%) Graphic Design
11 6 (1.15%) Replication
12 5 (0.96%) FMCG
12 5 (0.96%) Social Media
13 4 (0.77%) Private Cloud
13 4 (0.77%) W3C
14 3 (0.57%) Driving Licence
Operating Systems
1 54 (10.34%) Windows
2 28 (5.36%) Windows Server
3 27 (5.17%) Linux
4 19 (3.64%) Windows Server 2012
5 16 (3.07%) Android
6 11 (2.11%) Unix
7 9 (1.72%) Apple iOS
7 9 (1.72%) Windows 7
8 6 (1.15%) HPUX
8 6 (1.15%) Windows XP
9 5 (0.96%) Mac OS X
10 4 (0.77%) Kali Linux
11 2 (0.38%) Mac OS
12 1 (0.19%) Windows 10
12 1 (0.19%) Windows Server 2003
12 1 (0.19%) Windows Server 2008
Processes & Methodologies
1 195 (37.36%) Agile Software Development
2 58 (11.11%) Project Management
2 58 (11.11%) Scrum
3 53 (10.15%) Stakeholder Management
3 53 (10.15%) Test Automation
4 52 (9.96%) DevOps
4 52 (9.96%) TDD
5 45 (8.62%) ITIL
5 45 (8.62%) Problem-Solving
6 44 (8.43%) E-Commerce
7 37 (7.09%) Process Management
8 36 (6.90%) Software Engineering
9 34 (6.51%) Waterfall
10 33 (6.32%) Coaching
10 33 (6.32%) MVC
11 32 (6.13%) Service Delivery
12 31 (5.94%) ERP
12 31 (5.94%) Mentoring
13 30 (5.75%) BDD
14 29 (5.56%) Software Testing
Programming Languages
1 102 (19.54%) Java
2 97 (18.58%) C#
3 80 (15.33%) SQL
4 67 (12.84%) Python
5 65 (12.45%) JavaScript
6 59 (11.30%) PHP
7 38 (7.28%) Ruby
8 18 (3.45%) Java 8
9 14 (2.68%) Bash Shell
10 13 (2.49%) Perl
10 13 (2.49%) Scala
11 11 (2.11%) C
12 10 (1.92%) C++
13 9 (1.72%) T-SQL
14 8 (1.53%) PowerShell
14 8 (1.53%) VB.NET
15 6 (1.15%) FoxPro (VFP)
16 4 (0.77%) ES6
17 3 (0.57%) TypeScript
17 3 (0.57%) VBA
Qualifications
1 30 (5.75%) Degree
2 23 (4.41%) Security Cleared
3 21 (4.02%) Cisco Certification
4 19 (3.64%) CCNA
4 19 (3.64%) ITIL Certification
5 15 (2.87%) ISTQB
5 15 (2.87%) SC Cleared
6 11 (2.11%) ISEB
7 10 (1.92%) ISTQB Foundation Certification
8 8 (1.53%) MCSA
8 8 (1.53%) Microsoft Certification
9 7 (1.34%) DBS Check
9 7 (1.34%) PRINCE2 Certification
10 6 (1.15%) Computer Science Degree
10 6 (1.15%) VCP5
10 6 (1.15%) VMware Certified Professional (VCP)
11 4 (0.77%) CCNP
12 3 (0.57%) CISSP
13 2 (0.38%) CCA
13 2 (0.38%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 60 (11.49%) QA
2 19 (3.64%) PMO
3 11 (2.11%) GDPR
3 11 (2.11%) PCI DSS
4 6 (1.15%) ISO/IEC 27001
5 5 (0.96%) SLA
6 4 (0.77%) Data Quality
6 4 (0.77%) PMBOK
7 2 (0.38%) COBIT
8 1 (0.19%) ISO/IEC 20000
8 1 (0.19%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 1 (0.19%) Sarbanes-Oxley
System Software
1 39 (7.47%) Active Directory
2 13 (2.49%) VMware Infrastructure
3 11 (2.11%) Docker
4 5 (0.96%) Hyper-V
4 5 (0.96%) VMware ESXi
5 1 (0.19%) KVM
5 1 (0.19%) Terminal Services
5 1 (0.19%) Virtual Desktop
5 1 (0.19%) vSphere
Systems Management
1 18 (3.45%) Puppet
2 14 (2.68%) SCCM
3 8 (1.53%) Ansible
3 8 (1.53%) HP Quality Center
4 7 (1.34%) AirWatch
4 7 (1.34%) Cacti
4 7 (1.34%) Munin
4 7 (1.34%) Terraform
4 7 (1.34%) ZABBIX
5 4 (0.77%) Kubernetes
5 4 (0.77%) Nessus
6 3 (0.57%) Jamf Pro
6 3 (0.57%) Nagios
6 3 (0.57%) WSUS
7 2 (0.38%) vCenter Server
8 1 (0.19%) Cisco CUCM
8 1 (0.19%) HAProxy
8 1 (0.19%) Microsoft Intune
8 1 (0.19%) Packer
8 1 (0.19%) WhatsUp Gold
Vendors
1 103 (19.73%) Microsoft
2 46 (8.81%) Google
3 34 (6.51%) VMware
4 32 (6.13%) Cisco
5 24 (4.60%) SAP
6 16 (3.07%) Oracle
7 13 (2.49%) Twitter
8 11 (2.11%) CA
9 8 (1.53%) HP
10 7 (1.34%) Tableau
10 7 (1.34%) Veeam
11 6 (1.15%) Xamarin
12 5 (0.96%) Ariba
12 5 (0.96%) Rackspace
13 4 (0.77%) Salesforce.com
14 3 (0.57%) Alteryx
14 3 (0.57%) Citrix
14 3 (0.57%) Epicor
14 3 (0.57%) Remedy
14 3 (0.57%) Sybase