Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period over the previous 2 years.

Retailing
Yorkshire > West Yorkshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 45 38 32
Rank change year-on-year -7 -6 +4
Permanent jobs citing Retail 362 444 624
As % of all permanent IT jobs advertised in West Yorkshire 5.30% 5.83% 6.76%
As % of the General category 16.14% 16.23% 19.86%
Number of salaries quoted 235 309 317
West Yorkshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -3.41%
10th Percentile £25,800 £31,250 £27,000
90th Percentile £73,250 £87,500 £62,500
Yorkshire median annual salary £43,000 £45,000 £40,000
% change year-on-year -4.44% +12.50% -

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 2243 2736 3142
As % of all permanent IT jobs advertised in West Yorkshire 32.83% 35.90% 34.06%
Number of salaries quoted 1781 2284 2429
West Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £26,250 £25,825 £24,700
90th Percentile £67,500 £75,000 £59,500
Yorkshire median annual salary £40,500 £42,500 £40,000
% change year-on-year -4.71% +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 21 November 2017.

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 21 November 2017. 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 +16 252 £55,000 +10.00% 48
Bradford -42 45 £47,000 +10.59% 13
Wakefield +14 22 £31,250 +13.64%
Bingley - 12 £27,000 - 2
Huddersfield +7 10 £42,000 +29.23% 2
Halifax +28 5 £33,500 +11.67%
Wetherby +13 1 £28,500 -36.67%
Pudsey -8 1 - -
Otley - 1 £37,500 -
Retail
Yorkshire

For the 6 months to 21 November 2017, IT jobs citing Retail also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the West Yorkshire region with a requirement for Retail.

1 143 (39.50%) Finance
2 106 (29.28%) Agile Software Development
3 62 (17.13%) Marketing
4 61 (16.85%) SAP
5 58 (16.02%) Microsoft
6 56 (15.47%) Analytical Skills
7 55 (15.19%) Digital Marketing
8 50 (13.81%) JavaScript
8 50 (13.81%) SQL
9 49 (13.54%) E-Commerce
9 49 (13.54%) Creative Thinking
10 43 (11.88%) Windows
10 43 (11.88%) Stakeholder Management
11 35 (9.67%) Google
12 34 (9.39%) C#
13 33 (9.12%) Project Management
14 32 (8.84%) Active Directory
14 32 (8.84%) Java
14 32 (8.84%) VMware
15 31 (8.56%) Office 365
16 30 (8.29%) SOA
17 29 (8.01%) Manufacturing
18 28 (7.73%) .NET
18 28 (7.73%) IT Strategy
19 27 (7.46%) Continuous Improvement
19 27 (7.46%) SQL Server
19 27 (7.46%) Test Automation
20 25 (6.91%) Microsoft Office
21 24 (6.63%) Oracle
21 24 (6.63%) Web Services

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 11 (3.04%) Oracle SOA Suite
2 6 (1.66%) SharePoint
3 5 (1.38%) Confluence
4 4 (1.10%) SAS
5 3 (0.83%) MS Exchange
6 2 (0.55%) Exchange Server 2010
6 2 (0.55%) IIS
6 2 (0.55%) NetWeaver
7 1 (0.28%) JBoss
7 1 (0.28%) Tomcat
7 1 (0.28%) WebLogic
7 1 (0.28%) WordPress
Applications
1 25 (6.91%) Microsoft Office
2 5 (1.38%) Microsoft Excel
2 5 (1.38%) MS Visio
2 5 (1.38%) SPSS
3 4 (1.10%) Microsoft Project
4 1 (0.28%) Chatbot
4 1 (0.28%) Microsoft PowerPoint
Business Applications
1 6 (1.66%) Magento
1 6 (1.66%) Workfront
2 4 (1.10%) Oracle Retail
2 4 (1.10%) SAP EWM
3 3 (0.83%) Dynamics AX
3 3 (0.83%) Dynamics CRM
3 3 (0.83%) FastStats
3 3 (0.83%) Payment Gateway
4 2 (0.55%) Dynamics NAV
4 2 (0.55%) SAP Business One
4 2 (0.55%) SAP CO
4 2 (0.55%) SAP FI
4 2 (0.55%) SAP FI/CO
4 2 (0.55%) SAP PLM
4 2 (0.55%) SAP S/4HANA
5 1 (0.28%) Exchequer
5 1 (0.28%) Remedy ITSM
5 1 (0.28%) SAP AFS
5 1 (0.28%) SAP Hybris
5 1 (0.28%) SAP SD
Cloud Services
1 31 (8.56%) Office 365
2 21 (5.80%) Microsoft Azure
3 20 (5.52%) Amazon AWS
4 11 (3.04%) Google Cloud Platform
5 6 (1.66%) G Suite
5 6 (1.66%) Slack
6 4 (1.10%) Google Analytics
7 3 (0.83%) AdWords
7 3 (0.83%) Amazon EC2
7 3 (0.83%) AWS Elastic Beanstalk
7 3 (0.83%) Fastly
7 3 (0.83%) GitHub
8 2 (0.55%) SaaS
9 1 (0.28%) Adobe Creative Cloud
9 1 (0.28%) IaaS
Communications & Networking
1 15 (4.14%) VPN
2 14 (3.87%) LAN
2 14 (3.87%) WAN
3 10 (2.76%) Wireless
4 9 (2.49%) Network Security
5 8 (2.21%) Firewall
5 8 (2.21%) MPLS
6 7 (1.93%) DNS
6 7 (1.93%) VoIP
7 6 (1.66%) WLAN
8 5 (1.38%) DHCP
8 5 (1.38%) Remote Desktop
8 5 (1.38%) RFID
9 4 (1.10%) Internet
9 4 (1.10%) SAN
10 3 (0.83%) BGP
10 3 (0.83%) DSL
10 3 (0.83%) EIGRP
10 3 (0.83%) Intranet
10 3 (0.83%) OSPF
Database & Business Intelligence
1 27 (7.46%) SQL Server
2 20 (5.52%) SQL Server Integration Services
3 14 (3.87%) Data Warehouse
4 12 (3.31%) MySQL
5 5 (1.38%) BusinessObjects
5 5 (1.38%) SAP BW
5 5 (1.38%) SQL Server Reporting Services
6 4 (1.10%) GIS
7 3 (0.83%) Crystal Reports
7 3 (0.83%) Power BI
7 3 (0.83%) SQL Server Analysis Services
8 2 (0.55%) BusinessObjects Business Intelligence
8 2 (0.55%) NoSQL
8 2 (0.55%) Relational Database
8 2 (0.55%) SAP HANA
8 2 (0.55%) SQL Server 2008
9 1 (0.28%) PostgreSQL
9 1 (0.28%) QlikView
9 1 (0.28%) RDBMS
9 1 (0.28%) SQL Server 2005
Development Applications
1 19 (5.25%) Git (software)
2 13 (3.59%) Selenium
3 11 (3.04%) Cucumber
4 9 (2.49%) Jenkins
5 8 (2.21%) JIRA
6 6 (1.66%) Appium
6 6 (1.66%) Atlassian Bamboo
6 6 (1.66%) Buildbot
6 6 (1.66%) Jasmine
6 6 (1.66%) Karma Test Runner
6 6 (1.66%) Ranorex
6 6 (1.66%) SoapUI
7 5 (1.38%) SpecFlow
8 4 (1.10%) Babel
8 4 (1.10%) Grunt
8 4 (1.10%) gulp
8 4 (1.10%) webpack
9 3 (0.83%) WATIR
10 2 (0.55%) HP UFT
11 1 (0.28%) Visual Studio
General
1 143 (39.50%) Finance
2 62 (17.13%) Marketing
3 29 (8.01%) Manufacturing
4 10 (2.76%) Advertising
4 10 (2.76%) Local Government
5 7 (1.93%) Back Office
5 7 (1.93%) Banking
6 6 (1.66%) Games
6 6 (1.66%) Retail Finance
7 4 (1.10%) Automotive
7 4 (1.10%) Retail Banking
7 4 (1.10%) Telecoms
8 2 (0.55%) Legal
8 2 (0.55%) Pharmaceutical
9 1 (0.28%) Financial Institution
9 1 (0.28%) Publishing
Job Titles
1 68 (18.78%) Analyst
2 67 (18.51%) Developer
3 50 (13.81%) Architect
4 28 (7.73%) Business Analyst
5 23 (6.35%) Solutions Architect
6 20 (5.52%) Consultant
7 18 (4.97%) Senior Developer
8 14 (3.87%) Data Manager
8 14 (3.87%) Senior Architect
9 13 (3.59%) Front End Developer (Client-Side Developer)
9 13 (3.59%) Project Manager
9 13 (3.59%) Service Analyst
9 13 (3.59%) SQL Developer
10 12 (3.31%) Business Intelligence Developer
10 12 (3.31%) Senior Business Intelligence Developer
10 12 (3.31%) Senior SQL Developer
10 12 (3.31%) SQL BI Developer
11 11 (3.04%) IT Analyst
11 11 (3.04%) Senior Analyst
11 11 (3.04%) Software Developer
Libraries, Frameworks & Software Standards
1 28 (7.73%) .NET
2 24 (6.63%) Web Services
3 21 (5.80%) CSS
4 20 (5.52%) Middleware
5 18 (4.97%) HTML
6 14 (3.87%) ASP.NET
7 12 (3.31%) jQuery
8 11 (3.04%) Oracle Fusion
9 10 (2.76%) Node.js
10 9 (2.49%) Sass
10 9 (2.49%) XML
11 8 (2.21%) AngularJS
12 7 (1.93%) HTML5
12 7 (1.93%) J2EE
13 6 (1.66%) .NET Framework
13 6 (1.66%) Entity Framework
13 6 (1.66%) LAMP
13 6 (1.66%) React
13 6 (1.66%) REST
14 5 (1.38%) CSS3
Miscellaneous
1 56 (15.47%) Analytical Skills
2 20 (5.52%) Management Information System
3 15 (4.14%) Enterprise Software
4 11 (3.04%) User Experience
5 8 (2.21%) Mobile Computing
6 5 (1.38%) EPoS
6 5 (1.38%) Social Media
7 4 (1.10%) Digital Signage
7 4 (1.10%) Greenfield Project
7 4 (1.10%) Mobile App
7 4 (1.10%) Public Cloud
7 4 (1.10%) W3C
8 3 (0.83%) Data Centre
9 2 (0.55%) Algorithms
9 2 (0.55%) Blog
9 2 (0.55%) Computer Science
10 1 (0.28%) CMDB
10 1 (0.28%) Credit Risk
10 1 (0.28%) FMCG
10 1 (0.28%) Robotics
Operating Systems
1 43 (11.88%) Windows
2 13 (3.59%) Mac OS X
3 10 (2.76%) Android
3 10 (2.76%) Linux
3 10 (2.76%) Windows Server
4 8 (2.21%) Windows 7
5 6 (1.66%) Windows 10
6 1 (0.28%) AIX
6 1 (0.28%) Apple iOS
6 1 (0.28%) Mac OS
6 1 (0.28%) Solaris
6 1 (0.28%) Windows Server 2003
6 1 (0.28%) Windows Server 2008
6 1 (0.28%) Windows Server 2012
Processes & Methodologies
1 106 (29.28%) Agile Software Development
2 55 (15.19%) Digital Marketing
3 49 (13.54%) Creative Thinking
3 49 (13.54%) E-Commerce
4 43 (11.88%) Stakeholder Management
5 33 (9.12%) Project Management
6 30 (8.29%) SOA
7 28 (7.73%) IT Strategy
8 27 (7.46%) Continuous Improvement
8 27 (7.46%) Test Automation
9 24 (6.63%) Data Management
10 19 (5.25%) Analytics
10 19 (5.25%) Business Intelligence
10 19 (5.25%) Information Security
10 19 (5.25%) Waterfall
11 18 (4.97%) Migration
11 18 (4.97%) PRINCE2
12 17 (4.70%) DevOps
12 17 (4.70%) Scrum
13 16 (4.42%) Front End Development
Programming Languages
1 50 (13.81%) JavaScript
1 50 (13.81%) SQL
2 34 (9.39%) C#
3 32 (8.84%) Java
4 19 (5.25%) PHP
5 15 (4.14%) T-SQL
6 12 (3.31%) Python
7 9 (2.49%) C++
7 9 (2.49%) Ruby
8 8 (2.21%) ES6
9 7 (1.93%) C
10 6 (1.66%) Scala
11 3 (0.83%) Shell Script
12 2 (0.55%) ABAP
12 2 (0.55%) PowerShell
13 1 (0.28%) ActionScript
13 1 (0.28%) ActionScript 2.0
13 1 (0.28%) FoxPro (VFP)
13 1 (0.28%) VB
13 1 (0.28%) VB6
Qualifications
1 11 (3.04%) Degree
2 9 (2.49%) ISEB
3 8 (2.21%) CCNA
3 8 (2.21%) Cisco Certification
4 3 (0.83%) ISTQB
5 2 (0.55%) CCDP
5 2 (0.55%) CCIE
5 2 (0.55%) CCNP
5 2 (0.55%) CISA
5 2 (0.55%) CISM
5 2 (0.55%) CISSP
5 2 (0.55%) EMCIE
5 2 (0.55%) EMCTA
6 1 (0.28%) ITIL Certification
6 1 (0.28%) Microsoft Certification
6 1 (0.28%) PhD
6 1 (0.28%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (2.49%) PMO
1 9 (2.49%) QA
2 7 (1.93%) ISO/IEC 27001
3 6 (1.66%) SLA
4 4 (1.10%) GDPR
5 3 (0.83%) PCI DSS
6 2 (0.55%) COBIT
6 2 (0.55%) Data Quality
7 1 (0.28%) UCITS
System Software
1 32 (8.84%) Active Directory
2 15 (4.14%) VMware Infrastructure
3 8 (2.21%) Hyper-V
4 7 (1.93%) Docker
5 1 (0.28%) vSphere
Systems Management
1 13 (3.59%) SCCM
2 8 (2.21%) Puppet
3 5 (1.38%) AirWatch
3 5 (1.38%) Backup Exec
4 3 (0.83%) Ansible
4 3 (0.83%) Opscode Chef
4 3 (0.83%) Terraform
5 2 (0.55%) Aspera SmartTrack
5 2 (0.55%) Nagios
6 1 (0.28%) Failover Clustering
6 1 (0.28%) Host Intrusion Detection System
6 1 (0.28%) Microsoft Clustering
Vendors
1 61 (16.85%) SAP
2 58 (16.02%) Microsoft
3 35 (9.67%) Google
4 32 (8.84%) VMware
5 24 (6.63%) Oracle
6 17 (4.70%) Twitter
7 14 (3.87%) Cisco
7 14 (3.87%) Citrix
8 11 (3.04%) IBM
9 10 (2.76%) Rackspace
10 6 (1.66%) Ariba
10 6 (1.66%) Remedy
11 5 (1.38%) NetApp
11 5 (1.38%) Syncsort
11 5 (1.38%) Veeam
12 4 (1.10%) Adobe
12 4 (1.10%) Apple
12 4 (1.10%) Epicor
12 4 (1.10%) JDA
12 4 (1.10%) QAD