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

Retailing
England > Yorkshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 29 57 40
Rank change year-on-year +28 -17 -2
Permanent jobs citing Retail 743 518 688
As % of all permanent IT jobs advertised in Yorkshire 7.79% 4.84% 5.77%
As % of the General category 21.11% 14.95% 16.40%
Number of salaries quoted 611 439 492
Yorkshire median annual salary £43,000 £45,000 £40,000
Median salary % change year-on-year -4.44% +12.50% -
10th Percentile £22,000 £25,000 £25,000
90th Percentile £72,500 £72,500 £70,438
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 3,520 3,465 4,194
As % of all permanent IT jobs advertised in Yorkshire 36.89% 32.41% 35.19%
Number of salaries quoted 2,876 2,872 3,404
Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £25,000 £26,000 £24,625
90th Percentile £63,625 £62,500 £63,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 22 July 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 22 July 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 +36 533 £42,500 -5.56% 67
South Yorkshire +45 82 £45,000 +5.88% 13
North Yorkshire -2 75 £47,500 +20.25% 27
East Yorkshire +4 29 £30,000 -33.33% 4
Humberside - 10 £30,000 - 1
Retail
England

For the 6 months to 22 July 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.

1 306 (41.18%) Finance
2 291 (39.17%) Agile Software Development
3 168 (22.61%) C#
4 155 (20.86%) PHP
4 155 (20.86%) SQL
5 151 (20.32%) Microsoft
6 134 (18.03%) Java
7 118 (15.88%) JavaScript
8 108 (14.54%) QA
9 106 (14.27%) Python
10 103 (13.86%) .NET
11 100 (13.46%) E-Commerce
12 90 (12.11%) Amazon AWS
13 89 (11.98%) Stakeholder Management
13 89 (11.98%) MVC
14 88 (11.84%) MySQL
15 84 (11.31%) Analytical Skills
16 83 (11.17%) SQL Server
17 78 (10.50%) Git (software)
18 76 (10.23%) HTML
19 74 (9.96%) Project Management
20 73 (9.83%) Windows
21 71 (9.56%) Google
21 71 (9.56%) TDD
21 71 (9.56%) DevOps
22 70 (9.42%) Microsoft Azure
22 70 (9.42%) Problem-Solving
23 69 (9.29%) CSS
24 67 (9.02%) OOP
24 67 (9.02%) Business Intelligence

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 35 (4.71%) Tomcat
2 22 (2.96%) MS Exchange
3 21 (2.83%) Apache
4 13 (1.75%) SharePoint
5 10 (1.35%) Elasticsearch
5 10 (1.35%) Exchange Server 2010
6 7 (0.94%) nginx
7 5 (0.67%) Exchange Server 2013
7 5 (0.67%) JBoss
7 5 (0.67%) WebLogic
7 5 (0.67%) WebSphere
8 4 (0.54%) IIS
8 4 (0.54%) Oracle Workflow
8 4 (0.54%) SharePoint 2013
9 3 (0.40%) Exchange Server 2007
9 3 (0.40%) GlassFish
9 3 (0.40%) Oracle SOA Suite
10 2 (0.27%) CloudStack
10 2 (0.27%) CMS
10 2 (0.27%) OpenStack
Applications
1 36 (4.85%) Microsoft Office
2 13 (1.75%) Microsoft Excel
3 4 (0.54%) Spreadsheet
4 3 (0.40%) MS Visio
4 3 (0.40%) SPSS
5 2 (0.27%) Microsoft PowerPoint
5 2 (0.27%) Microsoft Project
5 2 (0.27%) Photoshop
6 1 (0.13%) Autodesk Inventor
6 1 (0.13%) SOLIDWORKS
Business Applications
1 16 (2.15%) Dynamics AX
2 10 (1.35%) assyst
3 8 (1.08%) Dynamics CRM
3 8 (1.08%) iTrent
3 8 (1.08%) NetSuite
4 7 (0.94%) SAP CO
4 7 (0.94%) SAP FI
4 7 (0.94%) SAP FI/CO
5 6 (0.81%) Payment Gateway
5 6 (0.81%) Remedy ITSM
6 5 (0.67%) Magento
6 5 (0.67%) SAP Business One
7 4 (0.54%) SAP MM
8 2 (0.27%) JDE OneWorld
8 2 (0.27%) SAP Retail
8 2 (0.27%) SAP S/4HANA
8 2 (0.27%) SAP WM
9 1 (0.13%) SAP PLM
9 1 (0.13%) SAP SD
Cloud Services
1 90 (12.11%) Amazon AWS
2 70 (9.42%) Microsoft Azure
3 27 (3.63%) Office 365
4 14 (1.88%) Google Cloud Platform
5 11 (1.48%) Dynamics 365
6 8 (1.08%) G Suite
6 8 (1.08%) Slack
7 5 (0.67%) Cloud Computing
8 3 (0.40%) Azure Active Directory
8 3 (0.40%) GitHub
8 3 (0.40%) IaaS
9 2 (0.27%) AWS CloudFormation
9 2 (0.27%) OneDrive
10 1 (0.13%) Amazon EC2
10 1 (0.13%) Amazon S3
10 1 (0.13%) AWS CloudTrail
10 1 (0.13%) AWS Lambda
10 1 (0.13%) Route 53
10 1 (0.13%) Serverless
10 1 (0.13%) Virtual Private Cloud
Communications & Networking
1 22 (2.96%) Firewall
2 21 (2.83%) SAN
2 21 (2.83%) TCP/IP
3 19 (2.56%) Internet
4 17 (2.29%) DNS
5 14 (1.88%) Wireless
6 12 (1.62%) DHCP
7 9 (1.21%) MPLS
7 9 (1.21%) Network Security
8 8 (1.08%) Cisco ASA
8 8 (1.08%) VPN
9 7 (0.94%) IPsec
10 5 (0.67%) LAN
10 5 (0.67%) WLAN
11 4 (0.54%) Cisco Firepower
11 4 (0.54%) Intranet
11 4 (0.54%) NAS
11 4 (0.54%) WAN
12 3 (0.40%) BGP
13 2 (0.27%) EIGRP
Database & Business Intelligence
1 88 (11.84%) MySQL
2 83 (11.17%) SQL Server
3 54 (7.27%) SQL Server Integration Services
4 37 (4.98%) Data Warehouse
5 34 (4.58%) NoSQL
6 31 (4.17%) SQL Server Reporting Services
7 22 (2.96%) Relational Database
8 17 (2.29%) SQL Server Analysis Services
9 14 (1.88%) BusinessObjects
9 14 (1.88%) Power BI
10 9 (1.21%) QlikView
11 8 (1.08%) RDBMS
11 8 (1.08%) Redis
11 8 (1.08%) SQL Server 2008
12 7 (0.94%) SQL Server 2012
13 6 (0.81%) SQL Server 2014
14 5 (0.67%) CouchDB
14 5 (0.67%) Hadoop
14 5 (0.67%) MongoDB
14 5 (0.67%) SQL Server 2016
Development Applications
1 78 (10.50%) Git (software)
2 37 (4.98%) Selenium
3 30 (4.04%) JIRA
4 27 (3.63%) Jenkins
5 26 (3.50%) Cucumber
6 16 (2.15%) Visual Studio
7 15 (2.02%) Team Foundation Server
8 13 (1.75%) Atlassian Bamboo
8 13 (1.75%) PHPUnit
9 12 (1.62%) SoapUI
10 11 (1.48%) JMeter
10 11 (1.48%) Ranorex
11 10 (1.35%) Appium
11 10 (1.35%) Buildbot
11 10 (1.35%) Gatling
11 10 (1.35%) gulp
12 9 (1.21%) Bugzilla
12 9 (1.21%) NeoLoad
12 9 (1.21%) WATIR
12 9 (1.21%) WebLOAD
General
1 306 (41.18%) Finance
2 55 (7.40%) Marketing
3 39 (5.25%) Manufacturing
4 28 (3.77%) Advertising
5 20 (2.69%) Back Office
6 17 (2.29%) Legal
6 17 (2.29%) Telecoms
7 16 (2.15%) Games
8 14 (1.88%) Banking
9 11 (1.48%) Automotive
10 9 (1.21%) Local Government
11 7 (0.94%) Law
12 4 (0.54%) Billing
12 4 (0.54%) Retail Banking
13 3 (0.40%) Pharmaceutical
14 2 (0.27%) Retail Finance
15 1 (0.13%) Digital Economy
Job Titles
1 280 (37.69%) Developer
2 128 (17.23%) Analyst
3 79 (10.63%) Senior Developer
4 61 (8.21%) PHP Developer
5 49 (6.59%) .NET Developer
6 45 (6.06%) Java Developer
7 36 (4.85%) Architect
8 32 (4.31%) Business Analyst
9 31 (4.17%) Project Manager
10 30 (4.04%) Consultant
11 28 (3.77%) Junior
12 25 (3.36%) Business Intelligence Developer
12 25 (3.36%) C# Developer
13 24 (3.23%) Support Engineer
14 23 (3.10%) Business Developer
15 22 (2.96%) IT Manager
15 22 (2.96%) Junior Developer
15 22 (2.96%) Microsoft BI Developer
15 22 (2.96%) Microsoft Developer
15 22 (2.96%) Senior PHP Developer
Libraries, Frameworks & Software Standards
1 103 (13.86%) .NET
2 76 (10.23%) HTML
3 69 (9.29%) CSS
4 64 (8.61%) ASP.NET
5 39 (5.25%) Web Services
6 37 (4.98%) ASP.NET MVC
7 36 (4.85%) Spring
8 32 (4.31%) Hibernate
8 32 (4.31%) LAMP
9 30 (4.04%) RESTful
10 25 (3.36%) .NET Framework
11 23 (3.10%) AngularJS
11 23 (3.10%) HTML5
12 22 (2.96%) React
13 21 (2.83%) jQuery
14 20 (2.69%) Sass
15 17 (2.29%) ASP.NET Web API
15 17 (2.29%) XML
16 16 (2.15%) Middleware
16 16 (2.15%) Symfony
Miscellaneous
1 84 (11.31%) Analytical Skills
2 29 (3.90%) Management Information System
3 25 (3.36%) Computer Science
4 20 (2.69%) Enterprise Software
4 20 (2.69%) Greenfield Project
5 19 (2.56%) EPoS
6 18 (2.42%) User Experience
7 14 (1.88%) Public Cloud
8 10 (1.35%) Mobile App
8 10 (1.35%) Self-Motivation
9 8 (1.08%) iPad
10 7 (0.94%) Data Centre
11 6 (0.81%) Graphic Design
12 5 (0.67%) FMCG
12 5 (0.67%) PMI
13 4 (0.54%) NHS
13 4 (0.54%) Private Cloud
13 4 (0.54%) Replication
13 4 (0.54%) Virtual Team
13 4 (0.54%) W3C
Operating Systems
1 73 (9.83%) Windows
2 50 (6.73%) Linux
3 23 (3.10%) Windows 7
3 23 (3.10%) Windows Server
4 16 (2.15%) Android
5 12 (1.62%) Unix
5 12 (1.62%) Windows Server 2012
6 7 (0.94%) Mac OS
7 4 (0.54%) Apple iOS
7 4 (0.54%) Mac OS X
8 3 (0.40%) HPUX
8 3 (0.40%) Windows XP
9 2 (0.27%) Windows 10
10 1 (0.13%) Windows Server 2008
Processes & Methodologies
1 291 (39.17%) Agile Software Development
2 100 (13.46%) E-Commerce
3 89 (11.98%) MVC
3 89 (11.98%) Stakeholder Management
4 74 (9.96%) Project Management
5 71 (9.56%) DevOps
5 71 (9.56%) TDD
6 70 (9.42%) Problem-Solving
7 67 (9.02%) Business Intelligence
7 67 (9.02%) OOP
8 66 (8.88%) ITIL
9 62 (8.34%) Waterfall
10 61 (8.21%) Scrum
11 59 (7.94%) ERP
12 58 (7.81%) Mentoring
13 54 (7.27%) Test Automation
14 48 (6.46%) Coaching
15 43 (5.79%) OO
16 40 (5.38%) Service Delivery
17 34 (4.58%) Process Management
Programming Languages
1 168 (22.61%) C#
2 155 (20.86%) PHP
2 155 (20.86%) SQL
3 134 (18.03%) Java
4 118 (15.88%) JavaScript
5 106 (14.27%) Python
6 38 (5.11%) T-SQL
7 28 (3.77%) Ruby
8 23 (3.10%) Scala
9 17 (2.29%) C++
10 16 (2.15%) VB.NET
11 13 (1.75%) Bash Shell
11 13 (1.75%) C
11 13 (1.75%) PHP 7
11 13 (1.75%) VB
12 10 (1.35%) PHP 5
13 9 (1.21%) Shell Script
14 8 (1.08%) Perl
14 8 (1.08%) PowerShell
15 7 (0.94%) FoxPro (VFP)
Qualifications
1 34 (4.58%) Degree
2 20 (2.69%) Computer Science Degree
3 16 (2.15%) Cisco Certification
4 14 (1.88%) CCNA
4 14 (1.88%) ITIL Certification
5 11 (1.48%) Security Cleared
6 9 (1.21%) PMI Certification
7 6 (0.81%) MCSA
7 6 (0.81%) Microsoft Certification
7 6 (0.81%) PMP
8 5 (0.67%) ACCA
8 5 (0.67%) CIMA
8 5 (0.67%) CISSP
9 4 (0.54%) ISEB
9 4 (0.54%) ISTQB
9 4 (0.54%) PRINCE2 Practitioner
10 3 (0.40%) DBS Check
10 3 (0.40%) Numerate Degree
10 3 (0.40%) SC Cleared
10 3 (0.40%) VCP5
Quality Assurance & Compliance
1 108 (14.54%) QA
2 20 (2.69%) GDPR
3 16 (2.15%) SLA
4 10 (1.35%) Data Quality
5 9 (1.21%) ISO/IEC 27001
6 6 (0.81%) PMO
7 5 (0.67%) PCI DSS
8 4 (0.54%) COBIT
8 4 (0.54%) GCP
9 1 (0.13%) Actionable Recommendations
9 1 (0.13%) COSO
9 1 (0.13%) Cyber Essentials
9 1 (0.13%) ISO 22301
9 1 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 46 (6.19%) Active Directory
2 20 (2.69%) Docker
3 15 (2.02%) VMware Infrastructure
4 6 (0.81%) VMware ESXi
5 3 (0.40%) KVM
5 3 (0.40%) vSphere
6 2 (0.27%) Hyper-V
6 2 (0.27%) Varnish
6 2 (0.27%) Xen
7 1 (0.13%) Terminal Services
7 1 (0.13%) Virtual Desktop
Systems Management
1 19 (2.56%) SCCM
2 18 (2.42%) Puppet
3 12 (1.62%) Opscode Chef
4 10 (1.35%) AirWatch
5 8 (1.08%) Terraform
6 5 (0.67%) Ansible
6 5 (0.67%) Aspera SmartTrack
6 5 (0.67%) Nagios
7 4 (0.54%) Kubernetes
8 3 (0.40%) Jamf Pro
8 3 (0.40%) vCenter Server
8 3 (0.40%) WSUS
9 2 (0.27%) Cacti
9 2 (0.27%) Cisco CUCM
9 2 (0.27%) HP ALM
9 2 (0.27%) HP Quality Center
9 2 (0.27%) Microsoft Intune
9 2 (0.27%) Munin
9 2 (0.27%) ZABBIX
10 1 (0.13%) Data Guard
Vendors
1 151 (20.32%) Microsoft
2 71 (9.56%) Google
3 52 (7.00%) SAP
4 51 (6.86%) VMware
5 40 (5.38%) Twitter
6 28 (3.77%) Tableau
7 24 (3.23%) Oracle
8 23 (3.10%) Cisco
9 15 (2.02%) Zend
10 9 (1.21%) Adobe
10 9 (1.21%) Rackspace
11 8 (1.08%) Perforce
11 8 (1.08%) Remedy
12 7 (0.94%) HP
12 7 (0.94%) Samsung
12 7 (0.94%) Teradata
13 6 (0.81%) Salesforce.com
13 6 (0.81%) Xamarin
14 5 (0.67%) EMC
14 5 (0.67%) Sage