Period
to 25 September 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 25 September 2018 with a comparison to the same period over the previous 2 years.

Retailing
England > Yorkshire
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 32 63 37
Rank change year-on-year +31 -26 -1
Permanent jobs citing Retail 624 437 670
As % of all permanent IT jobs advertised in Yorkshire 7.13% 4.36% 5.98%
As % of the General category 20.01% 13.50% 17.13%
Number of salaries quoted 511 360 436
Yorkshire median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £22,000 £23,000 £26,000
90th Percentile £75,000 £72,500 £83,750
England median annual salary £50,000 £52,500 £52,500
% change year-on-year -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 3,119 3,236 3,912
As % of all permanent IT jobs advertised in Yorkshire 35.63% 32.28% 34.90%
Number of salaries quoted 2,497 2,613 3,179
Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £25,750 £25,750 £24,125
90th Percentile £62,500 £65,000 £67,500
England median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% -

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 25 September 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 25 September 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 +36 454 £40,000 -20.00% 81
North Yorkshire +4 87 £48,000 +21.52% 4
South Yorkshire +17 56 £42,500 +13.33% 8
East Yorkshire -14 7 £30,000 -32.58% 2
Humberside - 5 £30,000 -
Retail
England

For the 6 months to 25 September 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.

1 247 (39.58%) Finance
2 227 (36.38%) Agile Software Development
3 127 (20.35%) C#
4 123 (19.71%) Microsoft
5 117 (18.75%) Java
6 107 (17.15%) PHP
7 100 (16.03%) SQL
8 92 (14.74%) Python
9 89 (14.26%) Amazon AWS
10 84 (13.46%) Windows
11 83 (13.30%) JavaScript
12 82 (13.14%) .NET
13 81 (12.98%) QA
14 76 (12.18%) Microsoft Azure
15 74 (11.86%) Stakeholder Management
16 72 (11.54%) DevOps
17 71 (11.38%) Analytical Skills
18 66 (10.58%) ITIL
19 64 (10.26%) E-Commerce
19 64 (10.26%) Project Management
20 60 (9.62%) MVC
20 60 (9.62%) Active Directory
21 59 (9.46%) Scrum
21 59 (9.46%) TDD
22 56 (8.97%) VMware
23 55 (8.81%) MySQL
24 53 (8.49%) Marketing
25 50 (8.01%) Google
25 50 (8.01%) CSS
25 50 (8.01%) HTML

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 34 (5.45%) MS Exchange
2 32 (5.13%) Tomcat
3 18 (2.88%) Exchange Server 2010
4 15 (2.40%) SharePoint
5 12 (1.92%) Apache
6 10 (1.60%) JBoss
7 9 (1.44%) IIS
7 9 (1.44%) Skype for Business
8 7 (1.12%) Exchange Server 2007
9 6 (0.96%) Exchange Server 2013
9 6 (0.96%) Jetty
9 6 (0.96%) WebLogic
10 5 (0.80%) Confluence
10 5 (0.80%) WebSphere
11 4 (0.64%) CMS
11 4 (0.64%) Elasticsearch
11 4 (0.64%) nginx
11 4 (0.64%) SharePoint 2013
12 3 (0.48%) GlassFish
12 3 (0.48%) Oracle SOA Suite
Applications
1 37 (5.93%) Microsoft Office
2 10 (1.60%) Microsoft Excel
3 4 (0.64%) Spreadsheet
4 2 (0.32%) Microsoft PowerPoint
4 2 (0.32%) MS Visio
5 1 (0.16%) Autodesk Inventor
5 1 (0.16%) SOLIDWORKS
Business Applications
1 13 (2.08%) SAP CO
1 13 (2.08%) SAP FI
1 13 (2.08%) SAP FI/CO
2 11 (1.76%) assyst
2 11 (1.76%) Dynamics AX
3 8 (1.28%) iTrent
4 7 (1.12%) Payment Gateway
5 6 (0.96%) NetSuite
6 5 (0.80%) Dynamics CRM
6 5 (0.80%) Remedy ITSM
6 5 (0.80%) SAP Business One
7 4 (0.64%) Magento
8 2 (0.32%) SAP S/4HANA
9 1 (0.16%) SAP Hybris
9 1 (0.16%) VisionPLUS
Cloud Services
1 89 (14.26%) Amazon AWS
2 76 (12.18%) Microsoft Azure
3 31 (4.97%) Office 365
4 18 (2.88%) Dynamics 365
5 10 (1.60%) G Suite
5 10 (1.60%) Slack
6 7 (1.12%) Google Cloud Platform
7 5 (0.80%) Cloud Computing
7 5 (0.80%) Serverless
8 4 (0.64%) IaaS
9 3 (0.48%) Azure Active Directory
9 3 (0.48%) GitHub
10 2 (0.32%) AWS CloudFormation
10 2 (0.32%) OneDrive
10 2 (0.32%) SaaS
11 1 (0.16%) Amazon EC2
11 1 (0.16%) Amazon S3
11 1 (0.16%) AWS Lambda
11 1 (0.16%) PaaS
11 1 (0.16%) Virtual Private Cloud
Communications & Networking
1 30 (4.81%) SAN
2 27 (4.33%) Firewall
3 21 (3.37%) Internet
4 20 (3.21%) DNS
5 17 (2.72%) TCP/IP
6 15 (2.40%) MPLS
7 13 (2.08%) DHCP
7 13 (2.08%) VPN
8 12 (1.92%) Cisco ASA
8 12 (1.92%) IPsec
9 8 (1.28%) Wireless
10 7 (1.12%) Cisco Firepower
11 6 (0.96%) BGP
11 6 (0.96%) VLAN
11 6 (0.96%) WAN
12 5 (0.80%) Network Security
12 5 (0.80%) OSPF
13 4 (0.64%) Cisco IOS
13 4 (0.64%) LAN
13 4 (0.64%) NAS
Database & Business Intelligence
1 55 (8.81%) MySQL
2 46 (7.37%) SQL Server
3 24 (3.85%) NoSQL
4 12 (1.92%) Data Warehouse
4 12 (1.92%) SQL Server Integration Services
5 11 (1.76%) Relational Database
6 10 (1.60%) BusinessObjects
7 9 (1.44%) SQL Server Reporting Services
8 6 (0.96%) Azure SQL Database
8 6 (0.96%) SQL Server 2008
8 6 (0.96%) SQL Server 2012
9 5 (0.80%) Hadoop
9 5 (0.80%) Redis
10 4 (0.64%) Cosmos DB
10 4 (0.64%) RDBMS
10 4 (0.64%) SQL Server 2016
10 4 (0.64%) SQL Server Analysis Services
11 3 (0.48%) Big Data
11 3 (0.48%) MongoDB
11 3 (0.48%) PostgreSQL
Development Applications
1 49 (7.85%) Git (software)
2 30 (4.81%) Selenium
3 29 (4.65%) Jenkins
4 23 (3.69%) Cucumber
4 23 (3.69%) JIRA
5 16 (2.56%) Atlassian Bamboo
6 11 (1.76%) JMeter
6 11 (1.76%) SoapUI
7 10 (1.60%) Appium
7 10 (1.60%) Gatling
7 10 (1.60%) Ranorex
8 9 (1.44%) Buildbot
8 9 (1.44%) NeoLoad
8 9 (1.44%) WATIR
8 9 (1.44%) WebDriver
8 9 (1.44%) WebLOAD
9 8 (1.28%) PHPUnit
10 7 (1.12%) Visual Studio
11 6 (0.96%) Grunt
11 6 (0.96%) Team Foundation Server
General
1 247 (39.58%) Finance
2 53 (8.49%) Marketing
3 35 (5.61%) Manufacturing
4 23 (3.69%) Back Office
5 20 (3.21%) Telecoms
6 12 (1.92%) Advertising
7 11 (1.76%) Legal
8 7 (1.12%) Banking
8 7 (1.12%) Games
8 7 (1.12%) Law
8 7 (1.12%) Local Government
9 5 (0.80%) Automotive
10 4 (0.64%) Pharmaceutical
10 4 (0.64%) Retail Banking
11 1 (0.16%) Digital Economy
11 1 (0.16%) Financial Institution
11 1 (0.16%) Social Science
Job Titles
1 189 (30.29%) Developer
2 117 (18.75%) Analyst
3 54 (8.65%) Senior Developer
4 37 (5.93%) .NET Developer
5 36 (5.77%) Business Analyst
6 35 (5.61%) Java Developer
6 35 (5.61%) PHP Developer
7 25 (4.01%) Software Developer
8 24 (3.85%) Architect
9 23 (3.69%) IT Analyst
10 21 (3.37%) Consultant
10 21 (3.37%) Project Manager
10 21 (3.37%) Systems Analyst
11 20 (3.21%) Support Engineer
12 18 (2.88%) Senior .NET Developer
13 16 (2.56%) C# Developer
13 16 (2.56%) IT Manager
14 15 (2.40%) Support Analyst
15 14 (2.24%) 1st Line Support
15 14 (2.24%) Graduate
Libraries, Frameworks & Software Standards
1 82 (13.14%) .NET
2 50 (8.01%) CSS
2 50 (8.01%) HTML
3 49 (7.85%) ASP.NET
4 27 (4.33%) ASP.NET MVC
4 27 (4.33%) Web Services
5 24 (3.85%) Spring
6 22 (3.53%) React
7 21 (3.37%) Hibernate
8 20 (3.21%) AngularJS
8 20 (3.21%) LAMP
9 19 (3.04%) .NET Framework
10 18 (2.88%) ASP.NET Web API
11 16 (2.56%) RESTful
12 15 (2.40%) XML
13 13 (2.08%) HTML5
13 13 (2.08%) Middleware
13 13 (2.08%) Node.js
14 12 (1.92%) jQuery
14 12 (1.92%) Sass
Miscellaneous
1 71 (11.38%) Analytical Skills
2 26 (4.17%) Greenfield Project
3 24 (3.85%) EPoS
3 24 (3.85%) Management Information System
4 20 (3.21%) Computer Science
4 20 (3.21%) Public Cloud
5 18 (2.88%) User Experience
6 15 (2.40%) Data Centre
7 11 (1.76%) Enterprise Software
7 11 (1.76%) Self-Motivation
8 9 (1.44%) NHS
9 6 (0.96%) Graphic Design
9 6 (0.96%) Replication
10 5 (0.80%) Fintech
10 5 (0.80%) FMCG
10 5 (0.80%) Mobile App
10 5 (0.80%) Social Media
11 4 (0.64%) iPad
11 4 (0.64%) W3C
12 3 (0.48%) Cloud Native
Operating Systems
1 84 (13.46%) Windows
2 46 (7.37%) Linux
3 35 (5.61%) Windows Server
4 23 (3.69%) Windows 7
5 22 (3.53%) Windows Server 2012
6 16 (2.56%) Android
7 15 (2.40%) Unix
8 9 (1.44%) Apple iOS
9 6 (0.96%) HPUX
9 6 (0.96%) Windows XP
10 5 (0.80%) Mac OS X
11 4 (0.64%) Kali Linux
12 3 (0.48%) Mac OS
13 1 (0.16%) Windows 10
13 1 (0.16%) Windows Server 2003
13 1 (0.16%) Windows Server 2008
Processes & Methodologies
1 227 (36.38%) Agile Software Development
2 74 (11.86%) Stakeholder Management
3 72 (11.54%) DevOps
4 66 (10.58%) ITIL
5 64 (10.26%) E-Commerce
5 64 (10.26%) Project Management
6 60 (9.62%) MVC
7 59 (9.46%) Scrum
7 59 (9.46%) TDD
8 48 (7.69%) ERP
8 48 (7.69%) OOP
8 48 (7.69%) Problem-Solving
9 47 (7.53%) Test Automation
10 44 (7.05%) Service Delivery
11 42 (6.73%) Waterfall
12 41 (6.57%) Process Management
13 38 (6.09%) Mentoring
14 33 (5.29%) Coaching
15 31 (4.97%) Migration
15 31 (4.97%) Software Engineering
Programming Languages
1 127 (20.35%) C#
2 117 (18.75%) Java
3 107 (17.15%) PHP
4 100 (16.03%) SQL
5 92 (14.74%) Python
6 83 (13.30%) JavaScript
7 38 (6.09%) Ruby
8 18 (2.88%) Bash Shell
9 17 (2.72%) Scala
10 13 (2.08%) Perl
11 12 (1.92%) T-SQL
12 11 (1.76%) Java 8
13 10 (1.60%) C
13 10 (1.60%) C++
13 10 (1.60%) PowerShell
13 10 (1.60%) VB.NET
14 6 (0.96%) FoxPro (VFP)
14 6 (0.96%) Shell Script
15 5 (0.80%) VB
16 3 (0.48%) VBA
Qualifications
1 31 (4.97%) Degree
2 24 (3.85%) Cisco Certification
3 22 (3.53%) CCNA
4 18 (2.88%) ITIL Certification
5 16 (2.56%) Computer Science Degree
5 16 (2.56%) Security Cleared
6 9 (1.44%) MCSA
6 9 (1.44%) Microsoft Certification
7 8 (1.28%) SC Cleared
8 7 (1.12%) DBS Check
9 6 (0.96%) VCP5
9 6 (0.96%) VMware Certified Professional (VCP)
10 5 (0.80%) CISSP
11 4 (0.64%) ACCA
11 4 (0.64%) CCNP
11 4 (0.64%) CIMA
12 3 (0.48%) ISEB
12 3 (0.48%) ISTQB
12 3 (0.48%) PRINCE2 Certification
13 2 (0.32%) CCA
Quality Assurance & Compliance
1 81 (12.98%) QA
2 15 (2.40%) GDPR
3 14 (2.24%) PMO
4 11 (1.76%) PCI DSS
5 9 (1.44%) ISO/IEC 27001
6 6 (0.96%) SLA
7 4 (0.64%) Data Quality
8 3 (0.48%) COBIT
9 2 (0.32%) PMBOK
10 1 (0.16%) Actionable Recommendations
10 1 (0.16%) COSO
10 1 (0.16%) Cyber Essentials
10 1 (0.16%) ISO 22301
10 1 (0.16%) ISO/IEC 20000
10 1 (0.16%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 60 (9.62%) Active Directory
2 17 (2.72%) VMware Infrastructure
3 15 (2.40%) Docker
4 7 (1.12%) VMware ESXi
5 5 (0.80%) Hyper-V
6 3 (0.48%) KVM
7 2 (0.32%) Varnish
7 2 (0.32%) Xen
8 1 (0.16%) Terminal Services
8 1 (0.16%) Virtual Desktop
8 1 (0.16%) vSphere
Systems Management
1 27 (4.33%) Puppet
2 24 (3.85%) SCCM
3 12 (1.92%) AirWatch
4 11 (1.76%) Ansible
5 9 (1.44%) Terraform
6 8 (1.28%) Opscode Chef
7 7 (1.12%) Cacti
7 7 (1.12%) Munin
7 7 (1.12%) ZABBIX
8 6 (0.96%) Nagios
9 5 (0.80%) WSUS
10 4 (0.64%) Aspera SmartTrack
10 4 (0.64%) Kubernetes
10 4 (0.64%) Nessus
10 4 (0.64%) vCenter Server
11 3 (0.48%) HP Quality Center
11 3 (0.48%) Jamf Pro
12 2 (0.32%) Microsoft Intune
13 1 (0.16%) HAProxy
13 1 (0.16%) Packer
Vendors
1 123 (19.71%) Microsoft
2 56 (8.97%) VMware
3 50 (8.01%) Google
4 43 (6.89%) SAP
5 37 (5.93%) Cisco
6 25 (4.01%) Twitter
7 19 (3.04%) Oracle
8 11 (1.76%) CA
9 9 (1.44%) Tableau
10 7 (1.12%) HP
10 7 (1.12%) Rackspace
10 7 (1.12%) Samsung
10 7 (1.12%) Veeam
11 6 (0.96%) Adobe
11 6 (0.96%) Epicor
11 6 (0.96%) Infor
11 6 (0.96%) Remedy
11 6 (0.96%) Xamarin
12 5 (0.80%) hybris
12 5 (0.80%) Salesforce.com