Period
to 22 February 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 22 February 2018 with a comparison to the same period over the previous 2 years.

Retailing
Yorkshire > West Yorkshire
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 25 42 36
Rank change year-on-year +17 -6 -1
Permanent jobs citing Retail 499 378 565
As % of all permanent IT jobs advertised in West Yorkshire 7.24% 5.21% 6.31%
As % of the General category 20.03% 15.16% 18.11%
Number of salaries quoted 365 306 360
West Yorkshire median annual salary £45,000 £45,000 £42,750
Median salary % change year-on-year - +5.26% -5.00%
10th Percentile £25,000 £31,250 £29,650
90th Percentile £68,750 £72,500 £62,500
Yorkshire median annual salary £42,500 £45,000 £42,500
% change year-on-year -5.56% +5.88% +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 2,491 2,493 3,119
As % of all permanent IT jobs advertised in West Yorkshire 36.13% 34.38% 34.83%
Number of salaries quoted 2,015 2,105 2,520
West Yorkshire median annual salary £42,500 £42,500 £41,375
Median salary % change year-on-year - +2.72% +3.44%
10th Percentile £26,750 £25,000 £26,250
90th Percentile £62,500 £65,000 £62,500
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +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 22 February 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 22 February 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 +33 350 £47,500 +5.56% 58
Bradford -15 67 £41,500 +0.61% 16
Wakefield +10 20 £38,750 +19.23% 3
Huddersfield +11 19 £37,500 +11.94% 5
Bingley - 11 £26,000 -
Halifax +31 6 £47,500 +58.33% 2
Otley - 1 £36,000 -
Retail
Yorkshire

For the 6 months to 22 February 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.

1 177 (35.47%) Finance
2 162 (32.46%) Agile Software Development
3 84 (16.83%) SQL
4 73 (14.63%) Analytical Skills
5 70 (14.03%) SAP
6 67 (13.43%) JavaScript
7 64 (12.83%) C#
7 64 (12.83%) E-Commerce
7 64 (12.83%) Microsoft
8 56 (11.22%) .NET
9 54 (10.82%) Project Management
10 53 (10.62%) Stakeholder Management
10 53 (10.62%) Google
11 52 (10.42%) Marketing
12 51 (10.22%) Test Automation
13 50 (10.02%) PHP
14 49 (9.82%) SQL Server
15 45 (9.02%) Git (software)
15 45 (9.02%) Data Management
16 44 (8.82%) Digital Marketing
16 44 (8.82%) MVC
17 43 (8.62%) Windows
18 42 (8.42%) Information Security
18 42 (8.42%) SQL Server Integration Services
19 40 (8.02%) Management Information System
19 40 (8.02%) Java
20 39 (7.82%) Creative Thinking
21 38 (7.62%) Continuous Improvement
22 36 (7.21%) Business Intelligence
22 36 (7.21%) Software Testing

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 12 (2.40%) Apache
2 11 (2.20%) Oracle SOA Suite
3 10 (2.00%) SharePoint
4 5 (1.00%) Confluence
4 5 (1.00%) IIS
4 5 (1.00%) Tomcat
5 4 (0.80%) NetWeaver
5 4 (0.80%) Oracle Workflow
5 4 (0.80%) SAS
6 3 (0.60%) MS Exchange
7 2 (0.40%) CICS
7 2 (0.40%) nginx
Applications
1 14 (2.81%) Microsoft Office
2 9 (1.80%) Microsoft Excel
3 8 (1.60%) MS Visio
4 6 (1.20%) Microsoft Project
5 3 (0.60%) Photoshop
5 3 (0.60%) SPSS
6 1 (0.20%) 3ds Max
6 1 (0.20%) Adobe After Effects
6 1 (0.20%) AutoCAD
Business Applications
1 12 (2.40%) Dynamics CRM
2 11 (2.20%) Dynamics AX
3 6 (1.20%) SAP MM
3 6 (1.20%) Workfront
4 5 (1.00%) Magento
4 5 (1.00%) Payment Gateway
5 3 (0.60%) FastStats
5 3 (0.60%) SAP PLM
5 3 (0.60%) SAP SD
6 2 (0.40%) SAP Hybris
6 2 (0.40%) SAP Retail
7 1 (0.20%) Dynamics NAV
7 1 (0.20%) Exchequer
7 1 (0.20%) JDE OneWorld
7 1 (0.20%) NetSuite
7 1 (0.20%) Remedy ITSM
7 1 (0.20%) SAP Business One
Cloud Services
1 26 (5.21%) Microsoft Azure
2 23 (4.61%) Amazon AWS
3 14 (2.81%) Office 365
4 13 (2.61%) Google Cloud Platform
5 5 (1.00%) G Suite
5 5 (1.00%) Slack
6 4 (0.80%) AdWords
6 4 (0.80%) GitHub
6 4 (0.80%) Google Analytics
7 3 (0.60%) Amazon EC2
7 3 (0.60%) AWS Elastic Beanstalk
7 3 (0.60%) Fastly
8 2 (0.40%) Dynamics 365
8 2 (0.40%) SaaS
9 1 (0.20%) Adobe Creative Cloud
9 1 (0.20%) IaaS
Communications & Networking
1 13 (2.61%) LAN
1 13 (2.61%) WAN
1 13 (2.61%) Wireless
2 12 (2.40%) Firewall
2 12 (2.40%) Network Security
3 10 (2.00%) Internet
3 10 (2.00%) MPLS
4 9 (1.80%) DNS
4 9 (1.80%) TCP/IP
4 9 (1.80%) VoIP
5 7 (1.40%) DHCP
6 6 (1.20%) WLAN
7 4 (0.80%) BGP
7 4 (0.80%) Intranet
7 4 (0.80%) OSPF
8 3 (0.60%) DSL
8 3 (0.60%) EIGRP
8 3 (0.60%) VLAN
8 3 (0.60%) VPLS
8 3 (0.60%) VRRP
Database & Business Intelligence
1 49 (9.82%) SQL Server
2 42 (8.42%) SQL Server Integration Services
3 35 (7.01%) MySQL
4 30 (6.01%) SQL Server Reporting Services
5 19 (3.81%) Data Warehouse
6 18 (3.61%) SQL Server Analysis Services
7 13 (2.61%) Power BI
8 11 (2.20%) Relational Database
9 9 (1.80%) QlikView
9 9 (1.80%) SQL Server 2014
10 7 (1.40%) BusinessObjects
10 7 (1.40%) SAP BW
11 5 (1.00%) NoSQL
11 5 (1.00%) RDBMS
12 4 (0.80%) BusinessObjects Business Intelligence
12 4 (0.80%) Enterprise Data Warehouse
12 4 (0.80%) Oracle BI EE
12 4 (0.80%) Oracle ODI
12 4 (0.80%) SAP HANA
12 4 (0.80%) SQL Server 2008
Development Applications
1 45 (9.02%) Git (software)
2 29 (5.81%) Selenium
3 28 (5.61%) Cucumber
4 22 (4.41%) JIRA
5 17 (3.41%) Jenkins
6 14 (2.81%) Atlassian Bamboo
6 14 (2.81%) Team Foundation Server
7 13 (2.61%) Buildbot
7 13 (2.61%) Ranorex
8 12 (2.40%) SoapUI
9 10 (2.00%) Bugzilla
9 10 (2.00%) Subversion
10 9 (1.80%) Appium
10 9 (1.80%) SpecFlow
11 8 (1.60%) JMeter
12 7 (1.40%) Visual Studio
13 6 (1.20%) Gatling
13 6 (1.20%) NeoLoad
13 6 (1.20%) WATIR
13 6 (1.20%) WebLOAD
General
1 177 (35.47%) Finance
2 52 (10.42%) Marketing
3 26 (5.21%) Legal
4 25 (5.01%) Manufacturing
5 16 (3.21%) Banking
6 14 (2.81%) Advertising
7 11 (2.20%) Automotive
8 9 (1.80%) Local Government
9 6 (1.20%) Retail Banking
9 6 (1.20%) Telecoms
10 4 (0.80%) Billing
10 4 (0.80%) Games
11 3 (0.60%) Back Office
11 3 (0.60%) Pharmaceutical
12 1 (0.20%) Publishing
12 1 (0.20%) Retail Finance
Job Titles
1 134 (26.85%) Developer
2 77 (15.43%) Analyst
3 63 (12.63%) Architect
4 37 (7.41%) Consultant
5 33 (6.61%) Senior Developer
6 32 (6.41%) Business Analyst
7 28 (5.61%) Project Manager
8 25 (5.01%) Solutions Architect
9 24 (4.81%) PHP Developer
10 20 (4.01%) Senior Analyst
11 17 (3.41%) Data Manager
11 17 (3.41%) Java Developer
12 15 (3.01%) Security Manager
12 15 (3.01%) Tester
13 14 (2.81%) .NET Developer
13 14 (2.81%) Software Developer
13 14 (2.81%) SQL Developer
13 14 (2.81%) Test Consultant
14 13 (2.61%) IT Manager
14 13 (2.61%) Junior
Libraries, Frameworks & Software Standards
1 56 (11.22%) .NET
2 32 (6.41%) ASP.NET
3 31 (6.21%) CSS
3 31 (6.21%) HTML
3 31 (6.21%) Web Services
4 25 (5.01%) jQuery
5 23 (4.61%) LAMP
6 19 (3.81%) Middleware
7 15 (3.01%) .NET Framework
7 15 (3.01%) Entity Framework
8 12 (2.40%) AngularJS
8 12 (2.40%) Symfony
9 11 (2.20%) CakePHP
9 11 (2.20%) Oracle Fusion
9 11 (2.20%) Spring
10 10 (2.00%) HTML5
10 10 (2.00%) J2EE
11 7 (1.40%) ASP.NET MVC
11 7 (1.40%) Backbone.js
11 7 (1.40%) Ember.js
Miscellaneous
1 73 (14.63%) Analytical Skills
2 40 (8.02%) Management Information System
3 15 (3.01%) Enterprise Software
3 15 (3.01%) User Experience
4 13 (2.61%) Mobile App
5 7 (1.40%) Computer Science
6 5 (1.00%) Social Media
7 4 (0.80%) Clustering
7 4 (0.80%) Digital Signage
7 4 (0.80%) Mobile Computing
8 3 (0.60%) Data Centre
8 3 (0.60%) Greenfield Project
8 3 (0.60%) Public Cloud
8 3 (0.60%) Replication
9 2 (0.40%) Animation
9 2 (0.40%) Blog
9 2 (0.40%) EPoS
9 2 (0.40%) Motion Graphics
9 2 (0.40%) NHS
10 1 (0.20%) Photography
Operating Systems
1 43 (8.62%) Windows
2 23 (4.61%) Linux
3 14 (2.81%) Windows Server
4 11 (2.20%) Android
5 7 (1.40%) Windows 7
6 4 (0.80%) Windows Server 2008
6 4 (0.80%) Windows Server 2012
7 2 (0.40%) Windows 10
8 1 (0.20%) Apple iOS
8 1 (0.20%) Mac OS
8 1 (0.20%) Mac OS X
8 1 (0.20%) Unix
Processes & Methodologies
1 162 (32.46%) Agile Software Development
2 64 (12.83%) E-Commerce
3 54 (10.82%) Project Management
4 53 (10.62%) Stakeholder Management
5 51 (10.22%) Test Automation
6 45 (9.02%) Data Management
7 44 (8.82%) Digital Marketing
7 44 (8.82%) MVC
8 42 (8.42%) Information Security
9 39 (7.82%) Creative Thinking
10 38 (7.62%) Continuous Improvement
11 36 (7.21%) Business Intelligence
11 36 (7.21%) Software Testing
12 32 (6.41%) Scrum
13 30 (6.01%) Waterfall
14 28 (5.61%) Mentoring
14 28 (5.61%) TDD
15 26 (5.21%) ERP
16 23 (4.61%) Front End Development
17 22 (4.41%) Coaching
Programming Languages
1 84 (16.83%) SQL
2 67 (13.43%) JavaScript
3 64 (12.83%) C#
4 50 (10.02%) PHP
5 40 (8.02%) Java
6 28 (5.61%) Python
7 21 (4.21%) C++
8 20 (4.01%) C
8 20 (4.01%) T-SQL
9 16 (3.21%) Ruby
9 16 (3.21%) Scala
10 10 (2.00%) PHP 5
10 10 (2.00%) PHP 7
11 8 (1.60%) VB
12 3 (0.60%) COBOL
12 3 (0.60%) PowerShell
13 2 (0.40%) ABAP
13 2 (0.40%) Shell Script
14 1 (0.20%) FoxPro (VFP)
14 1 (0.20%) VB.NET
Qualifications
1 19 (3.81%) Degree
2 10 (2.00%) SC Cleared
2 10 (2.00%) Security Cleared
3 9 (1.80%) CCNA
3 9 (1.80%) Cisco Certification
3 9 (1.80%) ISEB
4 4 (0.80%) ISTQB
4 4 (0.80%) PMI Certification
4 4 (0.80%) PMP
5 3 (0.60%) CISM
5 3 (0.60%) CISSP
5 3 (0.60%) ISTQB Foundation Certification
5 3 (0.60%) ITIL Certification
6 2 (0.40%) CCDP
6 2 (0.40%) CCIE
6 2 (0.40%) CCNP
6 2 (0.40%) CISA
6 2 (0.40%) Computer Science Degree
6 2 (0.40%) EMCIE
6 2 (0.40%) EMCTA
Quality Assurance & Compliance
1 29 (5.81%) QA
2 16 (3.21%) ISO/IEC 27001
3 14 (2.81%) PMO
3 14 (2.81%) SLA
4 11 (2.20%) GDPR
5 7 (1.40%) Data Quality
6 5 (1.00%) PCI DSS
7 4 (0.80%) GCP
8 3 (0.60%) COBIT
9 1 (0.20%) UCITS
System Software
1 19 (3.81%) Active Directory
2 14 (2.81%) VMware Infrastructure
3 7 (1.40%) Docker
3 7 (1.40%) Hyper-V
4 4 (0.80%) vSphere
5 1 (0.20%) VMware NSX
Systems Management
1 10 (2.00%) SCCM
2 8 (1.60%) Puppet
3 4 (0.80%) Ansible
3 4 (0.80%) Failover Clustering
3 4 (0.80%) Microsoft Clustering
4 3 (0.60%) Opscode Chef
4 3 (0.60%) Terraform
5 2 (0.40%) AirWatch
5 2 (0.40%) Aspera SmartTrack
5 2 (0.40%) HP Quality Center
5 2 (0.40%) Nagios
6 1 (0.20%) Backup Exec
6 1 (0.20%) Host Intrusion Detection System
Vendors
1 70 (14.03%) SAP
2 64 (12.83%) Microsoft
3 53 (10.62%) Google
4 35 (7.01%) Twitter
5 30 (6.01%) VMware
6 29 (5.81%) Oracle
7 18 (3.61%) Cisco
8 12 (2.40%) Salesforce.com
9 11 (2.20%) IBM
9 11 (2.20%) Remedy
10 10 (2.00%) Perforce
10 10 (2.00%) Siebel
10 10 (2.00%) Zend
11 9 (1.80%) Apigee
11 9 (1.80%) Rackspace
11 9 (1.80%) Teradata
12 7 (1.40%) Tableau
13 6 (1.20%) Apple
13 6 (1.20%) Ariba
14 4 (0.80%) HP