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

Retailing
England > Yorkshire
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 25 56 41
Rank change year-on-year +31 -15 -10
Permanent jobs citing Retail 820 502 734
As % of all permanent IT jobs advertised in Yorkshire 7.96% 4.76% 5.90%
As % of the General category 20.88% 14.20% 17.11%
Number of salaries quoted 608 451 537
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £22,675 £26,250 £25,750
90th Percentile £68,750 £72,500 £62,500
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 3,927 3,536 4,289
As % of all permanent IT jobs advertised in Yorkshire 38.13% 33.52% 34.48%
Number of salaries quoted 3,195 2,970 3,504
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £25,100 £25,000 £25,000
90th Percentile £62,200 £60,000 £61,250
England median annual salary £52,500 £50,001 £50,000
% change year-on-year +5.00% +0.00% -

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 April 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 April 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 +31 634 £43,000 -4.44% 118
South Yorkshire +26 73 £45,000 +5.88% 22
East Yorkshire +8 57 £32,500 -18.75% 9
Humberside - 26 £32,500 -
North Yorkshire -24 21 £40,000 - 14
Retail
England

For the 6 months to 25 April 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.

1 314 (38.29%) Agile Software Development
2 302 (36.83%) Finance
3 175 (21.34%) SQL
4 174 (21.22%) C#
5 157 (19.15%) JavaScript
6 147 (17.93%) PHP
7 134 (16.34%) Microsoft
8 131 (15.98%) E-Commerce
9 107 (13.05%) Google
10 98 (11.95%) .NET
11 94 (11.46%) Java
12 91 (11.10%) MySQL
13 90 (10.98%) Analytical Skills
14 89 (10.85%) SAP
15 87 (10.61%) Git (software)
16 86 (10.49%) SQL Server
16 86 (10.49%) MVC
17 82 (10.00%) QA
18 81 (9.88%) Marketing
18 81 (9.88%) Project Management
18 81 (9.88%) Twitter
19 80 (9.76%) Stakeholder Management
19 80 (9.76%) HTML
20 79 (9.63%) Python
21 77 (9.39%) Scrum
21 77 (9.39%) Business Intelligence
22 76 (9.27%) Test Automation
23 74 (9.02%) SQL Server Integration Services
23 74 (9.02%) Problem-Solving
24 73 (8.90%) Windows

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 25 (3.05%) Apache
2 24 (2.93%) Tomcat
3 12 (1.46%) SharePoint
4 10 (1.22%) Elasticsearch
5 9 (1.10%) MS Exchange
6 6 (0.73%) IIS
6 6 (0.73%) nginx
6 6 (0.73%) SAS
7 5 (0.61%) Confluence
8 4 (0.49%) Oracle Workflow
9 3 (0.37%) NetWeaver
10 2 (0.24%) CICS
10 2 (0.24%) CloudStack
10 2 (0.24%) Exchange Server 2007
10 2 (0.24%) Exchange Server 2013
10 2 (0.24%) JBoss
10 2 (0.24%) OpenStack
10 2 (0.24%) WebLogic
10 2 (0.24%) WebSphere
11 1 (0.12%) Skype for Business
Applications
1 31 (3.78%) Microsoft Office
2 9 (1.10%) Microsoft Excel
3 8 (0.98%) Microsoft Project
4 5 (0.61%) MS Visio
4 5 (0.61%) SPSS
5 4 (0.49%) Adobe Creative Suite
6 3 (0.37%) Photoshop
7 1 (0.12%) 3ds Max
7 1 (0.12%) Adobe After Effects
7 1 (0.12%) AutoCAD
Business Applications
1 21 (2.56%) Dynamics AX
2 14 (1.71%) Dynamics CRM
3 9 (1.10%) assyst
4 7 (0.85%) SAP MM
5 6 (0.73%) Remedy ITSM
6 5 (0.61%) Payment Gateway
6 5 (0.61%) Workfront
7 3 (0.37%) Magento
7 3 (0.37%) NetSuite
7 3 (0.37%) SAP PLM
7 3 (0.37%) SAP SD
8 2 (0.24%) FastStats
8 2 (0.24%) JDE OneWorld
8 2 (0.24%) SAP CO
8 2 (0.24%) SAP FI
8 2 (0.24%) SAP FI/CO
8 2 (0.24%) SAP Hybris
8 2 (0.24%) SAP Retail
8 2 (0.24%) SAP S/4HANA
8 2 (0.24%) SAP WM
Cloud Services
1 50 (6.10%) Amazon AWS
2 48 (5.85%) Microsoft Azure
3 26 (3.17%) Office 365
4 15 (1.83%) Google Cloud Platform
5 8 (0.98%) G Suite
5 8 (0.98%) Slack
6 5 (0.61%) Dynamics 365
6 5 (0.61%) GitHub
7 4 (0.49%) AdWords
7 4 (0.49%) Google Analytics
8 3 (0.37%) Amazon EC2
8 3 (0.37%) AWS Elastic Beanstalk
8 3 (0.37%) IaaS
8 3 (0.37%) SaaS
9 2 (0.24%) Fastly
10 1 (0.12%) Adobe Creative Cloud
10 1 (0.12%) Azure Active Directory
10 1 (0.12%) OneDrive
10 1 (0.12%) PaaS
10 1 (0.12%) Panaya
Communications & Networking
1 22 (2.68%) TCP/IP
2 20 (2.44%) Internet
3 17 (2.07%) Firewall
4 15 (1.83%) DNS
5 14 (1.71%) Network Security
5 14 (1.71%) Wireless
6 13 (1.59%) DHCP
7 12 (1.46%) LAN
7 12 (1.46%) WAN
8 11 (1.34%) MPLS
9 10 (1.22%) SAN
10 8 (0.98%) VoIP
11 7 (0.85%) WLAN
12 6 (0.73%) Intranet
13 4 (0.49%) BGP
13 4 (0.49%) Cisco ASA
13 4 (0.49%) NAS
14 3 (0.37%) EIGRP
14 3 (0.37%) OSPF
14 3 (0.37%) VPN
Database & Business Intelligence
1 91 (11.10%) MySQL
2 86 (10.49%) SQL Server
3 74 (9.02%) SQL Server Integration Services
4 48 (5.85%) SQL Server Reporting Services
5 44 (5.37%) Data Warehouse
6 25 (3.05%) SQL Server Analysis Services
7 24 (2.93%) NoSQL
8 21 (2.56%) Power BI
9 14 (1.71%) Relational Database
10 13 (1.59%) QlikView
11 10 (1.22%) BusinessObjects
11 10 (1.22%) SQL Server 2014
12 9 (1.10%) SAP BW
13 8 (0.98%) SQL Server 2008
14 7 (0.85%) BusinessObjects Business Intelligence
14 7 (0.85%) SAP HANA
15 5 (0.61%) CouchDB
15 5 (0.61%) MongoDB
15 5 (0.61%) RDBMS
16 4 (0.49%) Oracle BI EE
Development Applications
1 87 (10.61%) Git (software)
2 51 (6.22%) Selenium
3 39 (4.76%) Cucumber
4 36 (4.39%) JIRA
5 28 (3.41%) Jenkins
6 20 (2.44%) Team Foundation Server
7 18 (2.20%) Visual Studio
8 17 (2.07%) Atlassian Bamboo
8 17 (2.07%) Ranorex
9 16 (1.95%) Buildbot
9 16 (1.95%) SoapUI
10 15 (1.83%) Subversion
11 14 (1.71%) Bugzilla
11 14 (1.71%) SpecFlow
12 13 (1.59%) Appium
13 12 (1.46%) JMeter
14 10 (1.22%) Gatling
15 9 (1.10%) NeoLoad
15 9 (1.10%) WATIR
15 9 (1.10%) WebLOAD
General
1 302 (36.83%) Finance
2 81 (9.88%) Marketing
3 42 (5.12%) Advertising
4 41 (5.00%) Manufacturing
5 27 (3.29%) Legal
6 15 (1.83%) Banking
6 15 (1.83%) Games
7 13 (1.59%) Automotive
8 10 (1.22%) Local Government
9 9 (1.10%) Telecoms
10 5 (0.61%) Back Office
11 4 (0.49%) Billing
12 3 (0.37%) Pharmaceutical
12 3 (0.37%) Retail Banking
12 3 (0.37%) Retail Finance
Job Titles
1 313 (38.17%) Developer
2 110 (13.41%) Analyst
3 95 (11.59%) Senior Developer
4 78 (9.51%) Architect
5 75 (9.15%) PHP Developer
6 41 (5.00%) Consultant
7 40 (4.88%) .NET Developer
8 38 (4.63%) C# Developer
9 37 (4.51%) Java Developer
9 37 (4.51%) Project Manager
10 34 (4.15%) Business Analyst
11 29 (3.54%) Junior
12 26 (3.17%) Solutions Architect
12 26 (3.17%) Support Engineer
13 25 (3.05%) Business Intelligence Developer
14 24 (2.93%) Junior Developer
15 23 (2.80%) Senior Analyst
15 23 (2.80%) Senior PHP Developer
15 23 (2.80%) SQL Developer
16 22 (2.68%) 2nd Line Support
Libraries, Frameworks & Software Standards
1 98 (11.95%) .NET
2 80 (9.76%) HTML
3 66 (8.05%) CSS
4 60 (7.32%) ASP.NET
5 49 (5.98%) Web Services
6 48 (5.85%) jQuery
7 34 (4.15%) LAMP
8 29 (3.54%) Spring
9 28 (3.41%) XML
10 27 (3.29%) .NET Framework
10 27 (3.29%) RESTful
11 24 (2.93%) ASP.NET MVC
12 23 (2.80%) Hibernate
12 23 (2.80%) WebGL
13 22 (2.68%) Symfony
14 21 (2.56%) Entity Framework
14 21 (2.56%) HTML5
15 19 (2.32%) Middleware
15 19 (2.32%) React
16 18 (2.20%) AngularJS
Miscellaneous
1 90 (10.98%) Analytical Skills
2 47 (5.73%) Management Information System
3 27 (3.29%) User Experience
4 21 (2.56%) Enterprise Software
5 19 (2.32%) Computer Science
6 14 (1.71%) Mobile App
7 10 (1.22%) Self-Motivation
8 6 (0.73%) Greenfield Project
8 6 (0.73%) Private Cloud
9 5 (0.61%) Blog
9 5 (0.61%) Clustering
9 5 (0.61%) Data Centre
9 5 (0.61%) iPad
9 5 (0.61%) PMI
9 5 (0.61%) Tandem
10 4 (0.49%) Public Cloud
10 4 (0.49%) Social Media
11 3 (0.37%) Digital Signage
11 3 (0.37%) Replication
11 3 (0.37%) Virtual Team
Operating Systems
1 73 (8.90%) Windows
2 59 (7.20%) Linux
3 25 (3.05%) Windows Server
4 20 (2.44%) Windows 7
5 12 (1.46%) Android
6 10 (1.22%) Windows Server 2012
7 6 (0.73%) Unix
8 5 (0.61%) Mac OS
8 5 (0.61%) Windows Server 2008
9 2 (0.24%) Windows 10
10 1 (0.12%) Apple iOS
10 1 (0.12%) Mac OS X
Processes & Methodologies
1 314 (38.29%) Agile Software Development
2 131 (15.98%) E-Commerce
3 86 (10.49%) MVC
4 81 (9.88%) Project Management
5 80 (9.76%) Stakeholder Management
6 77 (9.39%) Business Intelligence
6 77 (9.39%) Scrum
7 76 (9.27%) Test Automation
8 74 (9.02%) Problem-Solving
9 73 (8.90%) OOP
10 63 (7.68%) Mentoring
11 57 (6.95%) OO
12 56 (6.83%) Digital Marketing
12 56 (6.83%) TDD
13 53 (6.46%) ERP
13 53 (6.46%) ITIL
14 52 (6.34%) Waterfall
15 50 (6.10%) OO PHP
16 49 (5.98%) Creative Thinking
17 48 (5.85%) DevOps
Programming Languages
1 175 (21.34%) SQL
2 174 (21.22%) C#
3 157 (19.15%) JavaScript
4 147 (17.93%) PHP
5 94 (11.46%) Java
6 79 (9.63%) Python
7 40 (4.88%) T-SQL
8 27 (3.29%) C++
9 25 (3.05%) Ruby
9 25 (3.05%) Scala
10 23 (2.80%) C
11 16 (1.95%) PHP 7
12 13 (1.59%) PHP 5
12 13 (1.59%) VB
13 10 (1.22%) VB.NET
14 7 (0.85%) X++
15 6 (0.73%) Shell Script
16 5 (0.61%) Bash Shell
17 4 (0.49%) PowerShell
18 3 (0.37%) ABAP
Qualifications
1 53 (6.46%) Degree
2 10 (1.22%) Computer Science Degree
2 10 (1.22%) SC Cleared
2 10 (1.22%) Security Cleared
3 9 (1.10%) PMI Certification
4 8 (0.98%) CCNA
4 8 (0.98%) Cisco Certification
5 6 (0.73%) ISEB
5 6 (0.73%) PMP
6 5 (0.61%) ISTQB
7 4 (0.49%) CISM
7 4 (0.49%) CISSP
7 4 (0.49%) ITIL Certification
7 4 (0.49%) PRINCE2 Practitioner
8 3 (0.37%) CISA
8 3 (0.37%) ISTQB Foundation Certification
8 3 (0.37%) MBA
8 3 (0.37%) Numerate Degree
9 2 (0.24%) Microsoft Certification
9 2 (0.24%) TOGAF Certification
Quality Assurance & Compliance
1 82 (10.00%) QA
2 19 (2.32%) SLA
3 17 (2.07%) GDPR
4 16 (1.95%) ISO/IEC 27001
5 12 (1.46%) Data Quality
6 10 (1.22%) PMO
7 6 (0.73%) COBIT
8 5 (0.61%) PCI DSS
9 4 (0.49%) GCP
10 1 (0.12%) Actionable Recommendations
10 1 (0.12%) COSO
10 1 (0.12%) Cyber Essentials
10 1 (0.12%) UCITS
System Software
1 35 (4.27%) Active Directory
2 23 (2.80%) VMware Infrastructure
3 17 (2.07%) Docker
4 10 (1.22%) vSphere
5 7 (0.85%) Hyper-V
6 2 (0.24%) KVM
6 2 (0.24%) Varnish
6 2 (0.24%) VMware ESXi
6 2 (0.24%) Xen
7 1 (0.12%) VMware NSX
Systems Management
1 19 (2.32%) SCCM
2 17 (2.07%) Puppet
3 15 (1.83%) Opscode Chef
4 8 (0.98%) AirWatch
5 7 (0.85%) Ansible
5 7 (0.85%) Aspera SmartTrack
6 5 (0.61%) Failover Clustering
6 5 (0.61%) Microsoft Clustering
6 5 (0.61%) Terraform
7 4 (0.49%) Nagios
8 2 (0.24%) HP ALM
8 2 (0.24%) HP Quality Center
8 2 (0.24%) vCenter Server
8 2 (0.24%) WSUS
9 1 (0.12%) Cisco CUCM
9 1 (0.12%) Data Guard
9 1 (0.12%) Enterprise Manager Cloud Control
9 1 (0.12%) Host Intrusion Detection System
9 1 (0.12%) Microsoft Intune
9 1 (0.12%) Oracle RMAN
Vendors
1 134 (16.34%) Microsoft
2 107 (13.05%) Google
3 89 (10.85%) SAP
4 81 (9.88%) Twitter
5 56 (6.83%) VMware
6 27 (3.29%) Oracle
6 27 (3.29%) Tableau
7 24 (2.93%) Cisco
8 19 (2.32%) Zend
9 15 (1.83%) Remedy
10 14 (1.71%) Salesforce.com
11 13 (1.59%) Adobe
11 13 (1.59%) Perforce
12 12 (1.46%) Teradata
13 11 (1.34%) Siebel
14 10 (1.22%) Rackspace
15 9 (1.10%) Apigee
16 8 (0.98%) HP
17 6 (0.73%) Apple
17 6 (0.73%) BMC