Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period over the previous 2 years.

Retailing
England > Yorkshire
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 54 34 43
Rank change year-on-year -20 +9 -12
Permanent jobs citing Retail 338 572 579
As % of all permanent IT jobs advertised in Yorkshire 4.56% 5.93% 5.33%
As % of the General category 14.47% 17.01% 15.43%
Number of salaries quoted 250 413 420
Yorkshire median annual salary £40,000 £42,500 £45,000
Median salary % change year-on-year -5.88% -5.56% +8.43%
10th Percentile £29,750 £25,000 £27,750
90th Percentile £74,125 £67,500 £77,500
England median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -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 2,336 3,363 3,752
As % of all permanent IT jobs advertised in Yorkshire 31.50% 34.85% 34.57%
Number of salaries quoted 1,784 2,707 3,056
Yorkshire median annual salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.53% +6.25% -
10th Percentile £26,250 £26,000 £24,000
90th Percentile £62,500 £61,250 £65,000
England median annual salary £55,000 £52,500 £52,000
% change year-on-year +4.76% +0.96% +4.00%

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 18 January 2019.

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 18 January 2019. 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 -13 253 £40,000 -11.11% 89
North Yorkshire +21 45 £47,000 +27.89% 7
South Yorkshire -11 30 £37,500 -11.76% 20
East Yorkshire -28 3 £35,000 -12.50% 3
Retail
England

For the 6 months to 18 January 2019, 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.

1 129 (38.17%) Agile Software Development
2 95 (28.11%) Finance
3 67 (19.82%) C#
4 65 (19.23%) Microsoft
5 63 (18.64%) SQL
6 58 (17.16%) Java
7 53 (15.68%) .NET
8 51 (15.09%) Scrum
9 49 (14.50%) Microsoft Azure
10 48 (14.20%) Project Management
11 41 (12.13%) Test Automation
11 41 (12.13%) Selenium
12 40 (11.83%) Google
13 38 (11.24%) Windows
14 37 (10.95%) JavaScript
15 36 (10.65%) Python
16 35 (10.36%) Analytical Skills
17 34 (10.06%) Stakeholder Management
17 34 (10.06%) Software Testing
17 34 (10.06%) Amazon AWS
18 33 (9.76%) DevOps
19 32 (9.47%) TDD
20 31 (9.17%) Office 365
21 30 (8.88%) SoapUI
22 29 (8.58%) Cucumber
22 29 (8.58%) JIRA
22 29 (8.58%) Manufacturing
23 28 (8.28%) HTML
23 28 (8.28%) PHP
23 28 (8.28%) Active Directory

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 17 (5.03%) MS Exchange
2 13 (3.85%) Tomcat
3 11 (3.25%) SharePoint
3 11 (3.25%) Skype for Business
4 10 (2.96%) IIS
4 10 (2.96%) JBoss
4 10 (2.96%) Jetty
5 8 (2.37%) Exchange Server 2010
6 7 (2.07%) CMS
7 6 (1.78%) Exchange Server 2007
8 5 (1.48%) Confluence
8 5 (1.48%) WordPress
9 4 (1.18%) Oracle SOA Suite
10 2 (0.59%) Drupal
10 2 (0.59%) Elasticsearch
11 1 (0.30%) Apache
11 1 (0.30%) ColdFusion
11 1 (0.30%) Exchange Server 2013
11 1 (0.30%) Umbraco
11 1 (0.30%) WebLogic
Applications
1 18 (5.33%) Microsoft Office
2 7 (2.07%) Microsoft Excel
3 5 (1.48%) Photoshop
4 3 (0.89%) Adobe Illustrator
5 2 (0.59%) InDesign
5 2 (0.59%) Microsoft PowerPoint
6 1 (0.30%) FileZilla
6 1 (0.30%) InVision
Business Applications
1 12 (3.55%) Dynamics AX
2 7 (2.07%) Unit4 Business World
3 6 (1.78%) SAP CO
3 6 (1.78%) SAP FI
3 6 (1.78%) SAP FI/CO
4 2 (0.59%) Dynamics CRM
5 1 (0.30%) assyst
5 1 (0.30%) Magento
5 1 (0.30%) Payment Gateway
5 1 (0.30%) SAP Hybris
5 1 (0.30%) VisionPLUS
Cloud Services
1 49 (14.50%) Microsoft Azure
2 34 (10.06%) Amazon AWS
3 31 (9.17%) Office 365
4 23 (6.80%) G Suite
5 13 (3.85%) Dynamics 365
6 8 (2.37%) Apigee
6 8 (2.37%) Serverless
7 7 (2.07%) Google Cloud Platform
8 6 (1.78%) Google Analytics
9 4 (1.18%) Cloud Computing
10 3 (0.89%) AdWords
11 2 (0.59%) GitHub
12 1 (0.30%) AWS CloudFormation
12 1 (0.30%) IaaS
12 1 (0.30%) SaaS
Communications & Networking
1 12 (3.55%) SAN
2 11 (3.25%) Firewall
2 11 (3.25%) FTP
3 10 (2.96%) DNS
3 10 (2.96%) MPLS
4 8 (2.37%) DHCP
5 7 (2.07%) Internet
6 6 (1.78%) VoIP
6 6 (1.78%) WAN
7 5 (1.48%) Cisco ASA
7 5 (1.48%) Cisco IOS
7 5 (1.48%) IPsec
7 5 (1.48%) VPN
8 4 (1.18%) BGP
8 4 (1.18%) OSPF
8 4 (1.18%) VLAN
9 3 (0.89%) Cisco Firepower
9 3 (0.89%) Spanning Tree
9 3 (0.89%) TCP/IP
10 1 (0.30%) Cisco Wireless
Database & Business Intelligence
1 21 (6.21%) SQL Server
2 12 (3.55%) Azure SQL Database
2 12 (3.55%) Data Warehouse
2 12 (3.55%) MySQL
3 8 (2.37%) Cosmos DB
4 6 (1.78%) Relational Database
5 5 (1.48%) NoSQL
5 5 (1.48%) RDBMS
5 5 (1.48%) SQL Server 2008
6 4 (1.18%) Big Data
6 4 (1.18%) Hadoop
6 4 (1.18%) PostgreSQL
6 4 (1.18%) Redis
6 4 (1.18%) SQL Server Integration Services
7 3 (0.89%) MongoDB
8 2 (0.59%) Amazon RDS
8 2 (0.59%) Amazon Redshift
8 2 (0.59%) BusinessObjects
8 2 (0.59%) Power BI
8 2 (0.59%) SQL Server Reporting Services
Development Applications
1 41 (12.13%) Selenium
2 30 (8.88%) SoapUI
3 29 (8.58%) Cucumber
3 29 (8.58%) JIRA
4 27 (7.99%) Jenkins
4 27 (7.99%) JMeter
5 17 (5.03%) LoadRunner
6 15 (4.44%) Atlassian Bamboo
7 14 (4.14%) Gatling
7 14 (4.14%) Team Foundation Server
8 12 (3.55%) Visual Studio
9 10 (2.96%) Appium
9 10 (2.96%) Buildbot
9 10 (2.96%) Git (software)
9 10 (2.96%) NeoLoad
9 10 (2.96%) Ranorex
9 10 (2.96%) WATIR
9 10 (2.96%) WebDriver
9 10 (2.96%) WebLOAD
10 8 (2.37%) Maven
General
1 95 (28.11%) Finance
2 29 (8.58%) Manufacturing
3 20 (5.92%) Marketing
4 10 (2.96%) Telecoms
5 9 (2.66%) Legal
6 7 (2.07%) Games
6 7 (2.07%) Local Government
7 5 (1.48%) Back Office
8 4 (1.18%) Banking
8 4 (1.18%) Pharmaceutical
8 4 (1.18%) Retail Finance
9 3 (0.89%) Retail Banking
10 2 (0.59%) Advertising
10 2 (0.59%) Publishing
11 1 (0.30%) Financial Institution
Job Titles
1 74 (21.89%) Developer
2 73 (21.60%) Analyst
3 24 (7.10%) Architect
3 24 (7.10%) Business Analyst
4 23 (6.80%) Senior Developer
4 23 (6.80%) Software Developer
5 21 (6.21%) Project Manager
6 18 (5.33%) Test Analyst
7 16 (4.73%) Consultant
7 16 (4.73%) Tester
8 13 (3.85%) .NET Developer
8 13 (3.85%) Java Developer
8 13 (3.85%) Systems Analyst
9 11 (3.25%) Automation Tester
9 11 (3.25%) Lead Developer
10 10 (2.96%) C# Developer
10 10 (2.96%) Developer in Test
10 10 (2.96%) Lead Software Developer
11 9 (2.66%) IT Manager
11 9 (2.66%) Network Engineer
Libraries, Frameworks & Software Standards
1 53 (15.68%) .NET
2 28 (8.28%) HTML
3 25 (7.40%) CSS
4 22 (6.51%) Web Services
5 19 (5.62%) XML
6 16 (4.73%) jQuery
7 14 (4.14%) ASP.NET
8 13 (3.85%) AngularJS
9 11 (3.25%) Middleware
9 11 (3.25%) Node.js
9 11 (3.25%) React
9 11 (3.25%) REST
10 10 (2.96%) Spring
11 8 (2.37%) Apache Camel
11 8 (2.37%) HTML5
11 8 (2.37%) SOAP
12 7 (2.07%) ASP.NET MVC
12 7 (2.07%) Twitter Bootstrap
13 6 (1.78%) .NET Framework
14 5 (1.48%) Django
Miscellaneous
1 35 (10.36%) Analytical Skills
2 20 (5.92%) Greenfield Project
3 16 (4.73%) Data Centre
4 15 (4.44%) User Experience
5 13 (3.85%) Management Information System
5 13 (3.85%) NHS
6 10 (2.96%) Public Cloud
7 8 (2.37%) Enterprise Software
7 8 (2.37%) Fintech
8 7 (2.07%) EPoS
9 6 (1.78%) Self-Motivation
10 5 (1.48%) Social Media
11 4 (1.18%) Mobile App
12 3 (0.89%) Private Cloud
12 3 (0.89%) Replication
13 2 (0.59%) Cloud Native
13 2 (0.59%) CMDB
13 2 (0.59%) Driving Licence
13 2 (0.59%) Robotics
14 1 (0.30%) Virtual Team
Operating Systems
1 38 (11.24%) Windows
2 20 (5.92%) Windows Server
3 14 (4.14%) Windows Server 2012
4 13 (3.85%) Linux
5 7 (2.07%) Windows 7
6 6 (1.78%) Kali Linux
6 6 (1.78%) Unix
7 5 (1.48%) Android
7 5 (1.48%) Apple iOS
8 3 (0.89%) HPUX
8 3 (0.89%) Windows XP
9 2 (0.59%) Mac OS
10 1 (0.30%) Mac OS X
10 1 (0.30%) Windows 10
10 1 (0.30%) Windows Server 2003
10 1 (0.30%) Windows Server 2008
Processes & Methodologies
1 129 (38.17%) Agile Software Development
2 51 (15.09%) Scrum
3 48 (14.20%) Project Management
4 41 (12.13%) Test Automation
5 34 (10.06%) Software Testing
5 34 (10.06%) Stakeholder Management
6 33 (9.76%) DevOps
7 32 (9.47%) TDD
8 27 (7.99%) BDD
8 27 (7.99%) E-Commerce
8 27 (7.99%) Software Engineering
9 24 (7.10%) ITIL
10 23 (6.80%) Continuous Improvement
10 23 (6.80%) DSDM
10 23 (6.80%) Kanban
11 22 (6.51%) Analytics
11 22 (6.51%) Problem-Solving
12 19 (5.62%) Continuous Integration
12 19 (5.62%) Waterfall
13 18 (5.33%) Migration
Programming Languages
1 67 (19.82%) C#
2 63 (18.64%) SQL
3 58 (17.16%) Java
4 37 (10.95%) JavaScript
5 36 (10.65%) Python
6 28 (8.28%) PHP
7 26 (7.69%) Ruby
8 14 (4.14%) Java 8
9 11 (3.25%) C++
10 10 (2.96%) C
10 10 (2.96%) Scala
11 6 (1.78%) Bash Shell
12 5 (1.48%) Perl
12 5 (1.48%) PowerShell
13 3 (0.89%) VB.NET
14 2 (0.59%) PHP 5
14 2 (0.59%) R
14 2 (0.59%) T-SQL
14 2 (0.59%) VBA
15 1 (0.30%) X++
Qualifications
1 24 (7.10%) SC Cleared
1 24 (7.10%) Security Cleared
2 21 (6.21%) Degree
3 14 (4.14%) ISTQB
4 13 (3.85%) ITIL Certification
5 11 (3.25%) CCNA
5 11 (3.25%) Cisco Certification
6 10 (2.96%) ISEB
6 10 (2.96%) ISTQB Foundation Certification
7 7 (2.07%) PRINCE2 Certification
8 6 (1.78%) DBS Check
9 3 (0.89%) CCNP
9 3 (0.89%) MCSA
9 3 (0.89%) Microsoft Certification
9 3 (0.89%) VCP5
9 3 (0.89%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 27 (7.99%) QA
2 20 (5.92%) PMO
3 12 (3.55%) PCI DSS
4 8 (2.37%) ISO/IEC 27001
5 6 (1.78%) GDPR
6 5 (1.48%) SLA
7 4 (1.18%) PMBOK
8 2 (0.59%) COBIT
8 2 (0.59%) Sarbanes-Oxley
9 1 (0.30%) ISO/IEC 20000
System Software
1 28 (8.28%) Active Directory
2 5 (1.48%) Hyper-V
2 5 (1.48%) VMware Infrastructure
3 1 (0.30%) Docker
3 1 (0.30%) vCloud
3 1 (0.30%) VMware ESXi
Systems Management
1 14 (4.14%) HP Quality Center
2 11 (3.25%) Puppet
3 7 (2.07%) SCCM
4 6 (1.78%) Ansible
4 6 (1.78%) Nessus
5 5 (1.48%) Cacti
5 5 (1.48%) Munin
5 5 (1.48%) ZABBIX
6 3 (0.89%) AirWatch
6 3 (0.89%) Nagios
7 2 (0.59%) WSUS
8 1 (0.30%) Cisco Prime
8 1 (0.30%) Packer
8 1 (0.30%) Systems Management Server (SMS)
8 1 (0.30%) Terraform
8 1 (0.30%) vCenter Server
8 1 (0.30%) WhatsUp Gold
Vendors
1 65 (19.23%) Microsoft
2 40 (11.83%) Google
3 26 (7.69%) Cisco
4 25 (7.40%) VMware
5 15 (4.44%) SAP
6 13 (3.85%) HP
7 8 (2.37%) Oracle
8 6 (1.78%) CA
8 6 (1.78%) Rackspace
9 5 (1.48%) Ariba
10 4 (1.18%) MuleSoft
10 4 (1.18%) Salesforce.com
11 3 (0.89%) F5
11 3 (0.89%) Veeam
11 3 (0.89%) Zend
12 2 (0.59%) 3PAR
12 2 (0.59%) Adobe
12 2 (0.59%) Citrix
12 2 (0.59%) Fortinet
12 2 (0.59%) Remedy