Period
to 23 May 2018

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in West Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 23 May 2018 with a comparison to the same period over the previous 2 years.

Retailing
Yorkshire > West Yorkshire
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 24 51 42
Rank change year-on-year +27 -9 -7
Permanent jobs citing Retail 543 338 490
As % of all permanent IT jobs advertised in West Yorkshire 8.19% 4.82% 5.79%
As % of the General category 21.54% 14.64% 17.01%
Number of salaries quoted 426 285 366
West Yorkshire median annual salary £43,000 £45,000 £40,000
Median salary % change year-on-year -4.44% +12.50% -7.51%
10th Percentile £21,250 £29,150 £26,000
90th Percentile £60,000 £72,500 £67,500
Yorkshire median annual salary £43,000 £42,500 £40,000
% change year-on-year +1.18% +6.25% -

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 West Yorkshire with a requirement for common skills.

All General Skills
West Yorkshire
Permanent vacancies with a requirement for common skills 2,521 2,309 2,881
As % of all permanent IT jobs advertised in West Yorkshire 38.04% 32.95% 34.06%
Number of salaries quoted 2,098 1,982 2,326
West Yorkshire median annual salary £45,000 £44,512 £41,000
Median salary % change year-on-year +1.10% +8.56% +2.50%
10th Percentile £25,500 £26,250 £26,188
90th Percentile £61,250 £65,000 £65,000
Yorkshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Retail
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Retail in West Yorkshire

Retail
Salary Trend in West Yorkshire

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

Salary trend for Retail in West Yorkshire

Retail
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Retail in West Yorkshire over the 6 months to 23 May 2018.

Salary histogram for Retail in West Yorkshire

Retail
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Retail within the West Yorkshire region over the 6 months to 23 May 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
Leeds +25 375 £45,000 - 61
Bradford +21 77 £37,500 -16.67% 9
Wakefield +13 48 £40,000 +23.08% 8
Huddersfield +23 17 £40,000 +14.29% 1
Halifax - 3 £47,500 - 2
Bingley -3 1 £26,000 -60.75%
Castleford -4 1 £32,500 +8.33% 1
Otley - 1 £36,000 -
Retail
Yorkshire

For the 6 months to 23 May 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 West Yorkshire region with a requirement for Retail.

1 218 (40.15%) Finance
2 205 (37.75%) Agile Software Development
3 119 (21.92%) C#
4 118 (21.73%) SQL
5 106 (19.52%) Microsoft
6 103 (18.97%) PHP
7 89 (16.39%) Java
8 80 (14.73%) JavaScript
9 76 (14.00%) .NET
10 72 (13.26%) Python
11 68 (12.52%) QA
12 65 (11.97%) E-Commerce
13 62 (11.42%) MVC
14 61 (11.23%) Analytical Skills
15 60 (11.05%) Stakeholder Management
16 59 (10.87%) Windows
16 59 (10.87%) SQL Server
16 59 (10.87%) SAP
16 59 (10.87%) Git (software)
17 58 (10.68%) Google
18 55 (10.13%) Test Automation
19 52 (9.58%) SQL Server Integration Services
19 52 (9.58%) TDD
19 52 (9.58%) Project Management
20 48 (8.84%) Business Intelligence
20 48 (8.84%) ASP.NET
20 48 (8.84%) MySQL
20 48 (8.84%) HTML
21 47 (8.66%) ERP
22 45 (8.29%) CSS

Retail
Co-occurring IT Skills in West 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 19 (3.50%) Apache
2 18 (3.31%) Tomcat
3 15 (2.76%) MS Exchange
4 9 (1.66%) SharePoint
5 6 (1.10%) Exchange Server 2010
6 5 (0.92%) Elasticsearch
7 4 (0.74%) IIS
7 4 (0.74%) nginx
7 4 (0.74%) Oracle Workflow
8 2 (0.37%) CICS
8 2 (0.37%) CloudStack
8 2 (0.37%) Exchange Server 2007
8 2 (0.37%) Exchange Server 2013
8 2 (0.37%) JBoss
8 2 (0.37%) NetWeaver
8 2 (0.37%) OpenStack
8 2 (0.37%) WebLogic
8 2 (0.37%) WebSphere
9 1 (0.18%) SharePoint 2013
9 1 (0.18%) Skype for Business
Applications
1 28 (5.16%) Microsoft Office
2 9 (1.66%) Microsoft Excel
3 4 (0.74%) MS Visio
4 3 (0.55%) Photoshop
4 3 (0.55%) Spreadsheet
5 2 (0.37%) Microsoft Project
5 2 (0.37%) SPSS
6 1 (0.18%) 3ds Max
6 1 (0.18%) Adobe After Effects
6 1 (0.18%) AutoCAD
Business Applications
1 14 (2.58%) Dynamics AX
2 11 (2.03%) Dynamics CRM
3 9 (1.66%) assyst
4 7 (1.29%) SAP MM
5 5 (0.92%) iTrent
5 5 (0.92%) Remedy ITSM
6 4 (0.74%) NetSuite
7 3 (0.55%) SAP Business One
7 3 (0.55%) SAP CO
7 3 (0.55%) SAP FI
7 3 (0.55%) SAP FI/CO
7 3 (0.55%) SAP SD
8 2 (0.37%) Payment Gateway
8 2 (0.37%) SAP Retail
8 2 (0.37%) SAP S/4HANA
9 1 (0.18%) JDE OneWorld
9 1 (0.18%) Magento
9 1 (0.18%) SAP Hybris
9 1 (0.18%) SAP PLM
Cloud Services
1 45 (8.29%) Microsoft Azure
2 38 (7.00%) Amazon AWS
3 20 (3.68%) Office 365
4 13 (2.39%) Google Cloud Platform
5 6 (1.10%) Dynamics 365
5 6 (1.10%) G Suite
5 6 (1.10%) Slack
6 2 (0.37%) Azure Active Directory
7 1 (0.18%) AdWords
7 1 (0.18%) GitHub
7 1 (0.18%) Google Analytics
7 1 (0.18%) IaaS
7 1 (0.18%) OneDrive
7 1 (0.18%) Panaya
Communications & Networking
1 15 (2.76%) SAN
2 14 (2.58%) Firewall
3 12 (2.21%) DNS
3 12 (2.21%) Internet
3 12 (2.21%) TCP/IP
4 9 (1.66%) Network Security
5 8 (1.47%) DHCP
6 7 (1.29%) MPLS
7 6 (1.10%) Wireless
8 5 (0.92%) Cisco ASA
9 4 (0.74%) Intranet
9 4 (0.74%) LAN
9 4 (0.74%) NAS
9 4 (0.74%) VPN
9 4 (0.74%) WAN
9 4 (0.74%) WLAN
10 3 (0.55%) Cisco Firepower
10 3 (0.55%) IPsec
10 3 (0.55%) VoIP
11 2 (0.37%) BGP
Database & Business Intelligence
1 59 (10.87%) SQL Server
2 52 (9.58%) SQL Server Integration Services
3 48 (8.84%) MySQL
4 39 (7.18%) SQL Server Reporting Services
5 27 (4.97%) Data Warehouse
6 21 (3.87%) SQL Server Analysis Services
7 18 (3.31%) NoSQL
8 16 (2.95%) Power BI
9 12 (2.21%) Relational Database
10 10 (1.84%) BusinessObjects
10 10 (1.84%) SQL Server 2014
11 9 (1.66%) QlikView
12 7 (1.29%) SQL Server 2008
13 5 (0.92%) RDBMS
13 5 (0.92%) SAP BW
14 4 (0.74%) Azure SQL Database
14 4 (0.74%) Enterprise Data Warehouse
14 4 (0.74%) Oracle BI EE
14 4 (0.74%) Oracle ODI
14 4 (0.74%) Redis
Development Applications
1 59 (10.87%) Git (software)
2 39 (7.18%) Selenium
3 33 (6.08%) Cucumber
4 29 (5.34%) JIRA
5 20 (3.68%) Jenkins
6 18 (3.31%) Team Foundation Server
7 16 (2.95%) Atlassian Bamboo
8 15 (2.76%) Buildbot
8 15 (2.76%) Ranorex
9 13 (2.39%) Bugzilla
9 13 (2.39%) SoapUI
9 13 (2.39%) Subversion
10 11 (2.03%) Appium
10 11 (2.03%) Visual Studio
11 10 (1.84%) JMeter
12 9 (1.66%) Gatling
12 9 (1.66%) NeoLoad
12 9 (1.66%) WATIR
12 9 (1.66%) WebLOAD
13 8 (1.47%) WebDriver
General
1 218 (40.15%) Finance
2 38 (7.00%) Marketing
3 27 (4.97%) Legal
4 21 (3.87%) Advertising
4 21 (3.87%) Manufacturing
5 14 (2.58%) Banking
6 13 (2.39%) Automotive
7 8 (1.47%) Local Government
7 8 (1.47%) Telecoms
8 5 (0.92%) Back Office
8 5 (0.92%) Games
8 5 (0.92%) Law
9 4 (0.74%) Billing
10 3 (0.55%) Pharmaceutical
10 3 (0.55%) Retail Banking
11 1 (0.18%) Retail Finance
Job Titles
1 188 (34.62%) Developer
2 94 (17.31%) Analyst
3 64 (11.79%) Senior Developer
4 45 (8.29%) Architect
5 36 (6.63%) Consultant
6 35 (6.45%) PHP Developer
7 34 (6.26%) Java Developer
8 28 (5.16%) .NET Developer
9 23 (4.24%) Business Analyst
9 23 (4.24%) Junior
10 22 (4.05%) Project Manager
11 21 (3.87%) SQL Developer
11 21 (3.87%) Support Engineer
12 19 (3.50%) Senior Analyst
13 18 (3.31%) 2nd Line Support
13 18 (3.31%) Graduate
13 18 (3.31%) IT Analyst
13 18 (3.31%) Senior PHP Developer
13 18 (3.31%) Solutions Architect
13 18 (3.31%) Tester
Libraries, Frameworks & Software Standards
1 76 (14.00%) .NET
2 48 (8.84%) ASP.NET
2 48 (8.84%) HTML
3 45 (8.29%) CSS
4 34 (6.26%) Web Services
5 32 (5.89%) LAMP
6 25 (4.60%) jQuery
7 24 (4.42%) ASP.NET MVC
7 24 (4.42%) Spring
8 19 (3.50%) Hibernate
9 17 (3.13%) .NET Framework
9 17 (3.13%) Entity Framework
10 16 (2.95%) AngularJS
11 12 (2.21%) CakePHP
11 12 (2.21%) HTML5
11 12 (2.21%) RESTful
11 12 (2.21%) Symfony
12 11 (2.03%) React
13 10 (1.84%) J2EE
14 9 (1.66%) XML
Miscellaneous
1 61 (11.23%) Analytical Skills
2 40 (7.37%) Management Information System
3 20 (3.68%) Computer Science
4 15 (2.76%) User Experience
5 13 (2.39%) Enterprise Software
6 12 (2.21%) Mobile App
6 12 (2.21%) Public Cloud
7 9 (1.66%) Self-Motivation
8 5 (0.92%) Greenfield Project
9 4 (0.74%) Replication
10 3 (0.55%) Clustering
10 3 (0.55%) Data Centre
10 3 (0.55%) iPad
11 2 (0.37%) Animation
11 2 (0.37%) EPoS
11 2 (0.37%) Motion Graphics
11 2 (0.37%) NHS
12 1 (0.18%) Data Protection Act
12 1 (0.18%) Smartphone
12 1 (0.18%) Social Media
Operating Systems
1 59 (10.87%) Windows
2 33 (6.08%) Linux
3 18 (3.31%) Windows 7
3 18 (3.31%) Windows Server
4 9 (1.66%) Windows Server 2012
5 7 (1.29%) Android
6 5 (0.92%) Unix
7 3 (0.55%) Mac OS X
7 3 (0.55%) Windows Server 2008
8 2 (0.37%) Mac OS
9 1 (0.18%) Apple iOS
9 1 (0.18%) HPUX
9 1 (0.18%) Windows XP
Processes & Methodologies
1 205 (37.75%) Agile Software Development
2 65 (11.97%) E-Commerce
3 62 (11.42%) MVC
4 60 (11.05%) Stakeholder Management
5 55 (10.13%) Test Automation
6 52 (9.58%) Project Management
6 52 (9.58%) TDD
7 48 (8.84%) Business Intelligence
8 47 (8.66%) ERP
9 45 (8.29%) Problem-Solving
10 42 (7.73%) ITIL
10 42 (7.73%) Mentoring
11 41 (7.55%) Waterfall
12 40 (7.37%) OOP
12 40 (7.37%) Software Testing
13 39 (7.18%) Scrum
14 37 (6.81%) DevOps
15 33 (6.08%) Continuous Improvement
16 32 (5.89%) Information Security
17 29 (5.34%) Data Management
Programming Languages
1 119 (21.92%) C#
2 118 (21.73%) SQL
3 103 (18.97%) PHP
4 89 (16.39%) Java
5 80 (14.73%) JavaScript
6 72 (13.26%) Python
7 28 (5.16%) T-SQL
8 26 (4.79%) Scala
9 22 (4.05%) C
10 20 (3.68%) C++
10 20 (3.68%) Ruby
11 13 (2.39%) PHP 5
11 13 (2.39%) VB
12 12 (2.21%) PHP 7
13 8 (1.47%) Shell Script
14 6 (1.10%) Bash Shell
15 5 (0.92%) PowerShell
15 5 (0.92%) VB.NET
16 3 (0.55%) COBOL
17 2 (0.37%) ABAP
Qualifications
1 34 (6.26%) Degree
2 16 (2.95%) Computer Science Degree
3 12 (2.21%) CCNA
3 12 (2.21%) Cisco Certification
4 10 (1.84%) SC Cleared
4 10 (1.84%) Security Cleared
5 5 (0.92%) ITIL Certification
6 4 (0.74%) CISSP
6 4 (0.74%) ISEB
6 4 (0.74%) PMI Certification
6 4 (0.74%) PMP
7 3 (0.55%) ACCA
7 3 (0.55%) CIMA
7 3 (0.55%) ISTQB
7 3 (0.55%) ISTQB Foundation Certification
8 2 (0.37%) CISM
8 2 (0.37%) MCSA
8 2 (0.37%) Microsoft Certification
8 2 (0.37%) Numerate Degree
9 1 (0.18%) IRCA
Quality Assurance & Compliance
1 68 (12.52%) QA
2 14 (2.58%) GDPR
3 13 (2.39%) ISO/IEC 27001
4 12 (2.21%) SLA
5 7 (1.29%) PMO
6 5 (0.92%) Data Quality
6 5 (0.92%) PCI DSS
7 4 (0.74%) GCP
8 2 (0.37%) COBIT
9 1 (0.18%) Actionable Recommendations
9 1 (0.18%) COSO
9 1 (0.18%) Cyber Essentials
9 1 (0.18%) ISO 22301
System Software
1 36 (6.63%) Active Directory
2 10 (1.84%) Docker
3 8 (1.47%) VMware Infrastructure
4 3 (0.55%) Hyper-V
4 3 (0.55%) vSphere
5 2 (0.37%) VMware ESXi
6 1 (0.18%) Virtual Desktop
6 1 (0.18%) VMware NSX
Systems Management
1 12 (2.21%) SCCM
2 10 (1.84%) Opscode Chef
3 7 (1.29%) AirWatch
4 5 (0.92%) Aspera SmartTrack
4 5 (0.92%) Puppet
5 3 (0.55%) Failover Clustering
5 3 (0.55%) Microsoft Clustering
5 3 (0.55%) Nagios
6 2 (0.37%) Ansible
6 2 (0.37%) Jamf Pro
6 2 (0.37%) vCenter Server
6 2 (0.37%) WSUS
7 1 (0.18%) Cisco CUCM
7 1 (0.18%) Data Guard
7 1 (0.18%) Enterprise Manager Cloud Control
7 1 (0.18%) HP ALM
7 1 (0.18%) HP Quality Center
7 1 (0.18%) Microsoft Intune
7 1 (0.18%) Oracle RMAN
Vendors
1 106 (19.52%) Microsoft
2 59 (10.87%) SAP
3 58 (10.68%) Google
4 41 (7.55%) VMware
5 36 (6.63%) Twitter
6 19 (3.50%) Cisco
7 16 (2.95%) Oracle
8 13 (2.39%) Perforce
8 13 (2.39%) Zend
9 12 (2.21%) Tableau
10 11 (2.03%) Salesforce.com
11 10 (1.84%) Teradata
12 9 (1.66%) Remedy
13 8 (1.47%) Rackspace
13 8 (1.47%) Siebel
14 7 (1.29%) Adobe
15 6 (1.10%) Apigee
16 5 (0.92%) BMC
16 5 (0.92%) Facebook
16 5 (0.92%) hybris