Period
to 23 July 2018

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Leeds. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 23 July 2018 with a comparison to the same period over the previous 2 years.

Retailing
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 28 59 52
Rank change year-on-year +31 -7 -5
Permanent jobs citing Retail 375 219 283
As % of all permanent IT jobs advertised in Leeds 7.94% 4.30% 4.72%
As % of the General category 20.84% 14.24% 14.12%
Number of salaries quoted 282 162 209
Leeds median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% +2.27%
10th Percentile £22,000 £28,750 £25,600
90th Percentile £70,000 £72,500 £78,750
West Yorkshire median annual salary £42,500 £45,000 £40,000
% change year-on-year -5.56% +12.50% -3.61%

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 Leeds with a requirement for common skills.

All General Skills
Leeds
Permanent vacancies with a requirement for common skills 1,799 1,538 2,004
As % of all permanent IT jobs advertised in Leeds 38.09% 30.22% 33.42%
Number of salaries quoted 1,456 1,309 1,593
Leeds median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% +5.00%
10th Percentile £26,250 £25,750 £26,000
90th Percentile £65,000 £68,750 £68,750
West Yorkshire median annual salary £45,000 £45,000 £41,000
% change year-on-year - +9.76% +2.50%

Retail
Job Vacancy Trend in Leeds

Job postings citing Retail as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Retail in Leeds

Retail
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Retail in Leeds.

Salary trend for Retail in Leeds

Retail
Salary Histogram in Leeds

The salary distribution of IT jobs citing Retail in Leeds over the 6 months to 23 July 2018.

Salary histogram for Retail in Leeds

For the 6 months to 23 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 Leeds region with a requirement for Retail.

1 203 (54.13%) Finance
2 165 (44.00%) Agile Software Development
3 101 (26.93%) C#
4 97 (25.87%) PHP
5 96 (25.60%) Java
6 90 (24.00%) SQL
7 81 (21.60%) Python
8 73 (19.47%) Microsoft
9 67 (17.87%) QA
10 58 (15.47%) JavaScript
11 54 (14.40%) TDD
12 50 (13.33%) Microsoft Azure
13 47 (12.53%) .NET
14 45 (12.00%) OOP
15 41 (10.93%) Amazon AWS
15 41 (10.93%) Google
16 39 (10.40%) Git (software)
17 38 (10.13%) Test Automation
17 38 (10.13%) Marketing
17 38 (10.13%) HTML
17 38 (10.13%) CSS
17 38 (10.13%) Stakeholder Management
18 37 (9.87%) MVC
18 37 (9.87%) Mentoring
19 35 (9.33%) DevOps
19 35 (9.33%) ASP.NET
19 35 (9.33%) ITIL
20 33 (8.80%) Windows
21 32 (8.53%) SAP
22 31 (8.27%) Analytical Skills

Retail
Co-occurring IT Skills in Leeds 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 21 (5.60%) Tomcat
2 16 (4.27%) Apache
3 8 (2.13%) SharePoint
4 6 (1.60%) MS Exchange
5 5 (1.33%) Elasticsearch
5 5 (1.33%) nginx
6 4 (1.07%) SharePoint 2013
7 3 (0.80%) JBoss
7 3 (0.80%) WebLogic
7 3 (0.80%) WebSphere
8 2 (0.53%) CloudStack
8 2 (0.53%) IIS
8 2 (0.53%) OpenStack
8 2 (0.53%) Skype for Business
9 1 (0.27%) Exchange Server 2010
9 1 (0.27%) Exchange Server 2013
9 1 (0.27%) GlassFish
9 1 (0.27%) Mule
9 1 (0.27%) NServiceBus
9 1 (0.27%) Umbraco
Applications
1 14 (3.73%) Microsoft Office
2 8 (2.13%) Microsoft Excel
3 4 (1.07%) Spreadsheet
4 2 (0.53%) Photoshop
4 2 (0.53%) SPSS
5 1 (0.27%) MS Visio
Business Applications
1 10 (2.67%) assyst
2 8 (2.13%) Dynamics AX
3 6 (1.60%) NetSuite
3 6 (1.60%) Remedy ITSM
4 5 (1.33%) Dynamics CRM
4 5 (1.33%) SAP Business One
5 3 (0.80%) SAP CO
5 3 (0.80%) SAP FI
5 3 (0.80%) SAP FI/CO
6 2 (0.53%) SAP Retail
6 2 (0.53%) SAP S/4HANA
7 1 (0.27%) JDE OneWorld
7 1 (0.27%) Magento
7 1 (0.27%) SAP MM
7 1 (0.27%) SAP PLM
7 1 (0.27%) SAP SD
Cloud Services
1 50 (13.33%) Microsoft Azure
2 41 (10.93%) Amazon AWS
3 24 (6.40%) Office 365
4 9 (2.40%) Google Cloud Platform
5 8 (2.13%) G Suite
5 8 (2.13%) Slack
6 3 (0.80%) Azure Active Directory
6 3 (0.80%) IaaS
7 2 (0.53%) Dynamics 365
7 2 (0.53%) OneDrive
8 1 (0.27%) GitHub
8 1 (0.27%) PaaS
8 1 (0.27%) Panaya
8 1 (0.27%) SaaS
Communications & Networking
1 10 (2.67%) DNS
2 8 (2.13%) Firewall
3 7 (1.87%) SAN
3 7 (1.87%) TCP/IP
4 6 (1.60%) DHCP
4 6 (1.60%) Internet
4 6 (1.60%) Network Security
5 5 (1.33%) Wireless
5 5 (1.33%) WLAN
6 4 (1.07%) Intranet
6 4 (1.07%) LAN
6 4 (1.07%) NAS
7 3 (0.80%) BGP
7 3 (0.80%) MPLS
7 3 (0.80%) WAN
8 2 (0.53%) Cisco ASA
8 2 (0.53%) Cisco Nexus
8 2 (0.53%) DMVPN
8 2 (0.53%) EIGRP
8 2 (0.53%) VoIP
Database & Business Intelligence
1 29 (7.73%) MySQL
1 29 (7.73%) SQL Server
2 21 (5.60%) NoSQL
2 21 (5.60%) SQL Server Integration Services
3 13 (3.47%) Data Warehouse
4 10 (2.67%) SQL Server Reporting Services
5 9 (2.40%) SQL Server Analysis Services
6 7 (1.87%) Relational Database
7 5 (1.33%) Redis
8 3 (0.80%) BusinessObjects
9 2 (0.53%) Apache Cassandra
9 2 (0.53%) Power BI
9 2 (0.53%) SAP BW
9 2 (0.53%) SQL Server 2005
9 2 (0.53%) SQL Server 2008
9 2 (0.53%) SQL Server 2014
10 1 (0.27%) Azure SQL Database
10 1 (0.27%) Hadoop
10 1 (0.27%) SAP HANA
10 1 (0.27%) SQL Server 2016
Development Applications
1 39 (10.40%) Git (software)
2 29 (7.73%) Selenium
3 24 (6.40%) JIRA
4 23 (6.13%) Cucumber
5 15 (4.00%) Jenkins
6 13 (3.47%) Atlassian Bamboo
7 11 (2.93%) SoapUI
8 10 (2.67%) Buildbot
8 10 (2.67%) JMeter
8 10 (2.67%) Ranorex
8 10 (2.67%) Team Foundation Server
9 9 (2.40%) Appium
9 9 (2.40%) Gatling
9 9 (2.40%) NeoLoad
9 9 (2.40%) PHPUnit
9 9 (2.40%) WATIR
9 9 (2.40%) WebLOAD
10 7 (1.87%) Bugzilla
10 7 (1.87%) Subversion
11 6 (1.60%) WebDriver
General
1 203 (54.13%) Finance
2 38 (10.13%) Marketing
3 16 (4.27%) Manufacturing
4 13 (3.47%) Back Office
5 12 (3.20%) Advertising
6 9 (2.40%) Legal
6 9 (2.40%) Local Government
7 8 (2.13%) Automotive
8 7 (1.87%) Telecoms
9 6 (1.60%) Banking
10 4 (1.07%) Retail Banking
11 2 (0.53%) Pharmaceutical
12 1 (0.27%) Digital Economy
12 1 (0.27%) Retail Finance
Job Titles
1 134 (35.73%) Developer
2 54 (14.40%) Analyst
2 54 (14.40%) Senior Developer
3 32 (8.53%) Java Developer
4 30 (8.00%) .NET Developer
4 30 (8.00%) Architect
5 22 (5.87%) Consultant
5 22 (5.87%) PHP Developer
6 20 (5.33%) Business Analyst
6 20 (5.33%) Graduate
7 17 (4.53%) Senior .NET Developer
7 17 (4.53%) Senior PHP Developer
8 14 (3.73%) Graduate Developer
9 13 (3.47%) IT Analyst
9 13 (3.47%) Junior
9 13 (3.47%) Mid-Level .NET Developer
9 13 (3.47%) Software Developer
9 13 (3.47%) Support Engineer
10 12 (3.20%) Technical Specialist
10 12 (3.20%) Tester
Libraries, Frameworks & Software Standards
1 47 (12.53%) .NET
2 38 (10.13%) CSS
2 38 (10.13%) HTML
3 35 (9.33%) ASP.NET
4 24 (6.40%) ASP.NET MVC
4 24 (6.40%) Web Services
5 22 (5.87%) Hibernate
5 22 (5.87%) Spring
6 16 (4.27%) LAMP
7 13 (3.47%) React
8 11 (2.93%) Sass
9 9 (2.40%) CakePHP
9 9 (2.40%) J2EE
9 9 (2.40%) Middleware
9 9 (2.40%) RESTful
10 8 (2.13%) .NET Framework
11 7 (1.87%) Entity Framework
11 7 (1.87%) Symfony
11 7 (1.87%) XML
12 6 (1.60%) jQuery
Miscellaneous
1 31 (8.27%) Analytical Skills
2 21 (5.60%) Computer Science
2 21 (5.60%) Management Information System
3 15 (4.00%) User Experience
4 10 (2.67%) Enterprise Software
5 9 (2.40%) Greenfield Project
6 7 (1.87%) Data Centre
7 4 (1.07%) NHS
7 4 (1.07%) Self-Motivation
8 3 (0.80%) FMCG
8 3 (0.80%) Social Media
9 1 (0.27%) Algorithms
9 1 (0.27%) Analytical Mindset
9 1 (0.27%) Data Protection Act
9 1 (0.27%) IVR
9 1 (0.27%) N-Tier
9 1 (0.27%) Private Cloud
9 1 (0.27%) Replication
9 1 (0.27%) Virtual Team
9 1 (0.27%) W3C
Operating Systems
1 33 (8.80%) Windows
2 27 (7.20%) Linux
3 10 (2.67%) Windows 7
4 9 (2.40%) Unix
5 6 (1.60%) Android
6 5 (1.33%) Windows Server
7 3 (0.80%) Mac OS X
8 2 (0.53%) Mac OS
9 1 (0.27%) Apple iOS
Processes & Methodologies
1 165 (44.00%) Agile Software Development
2 54 (14.40%) TDD
3 45 (12.00%) OOP
4 38 (10.13%) Stakeholder Management
4 38 (10.13%) Test Automation
5 37 (9.87%) Mentoring
5 37 (9.87%) MVC
6 35 (9.33%) DevOps
6 35 (9.33%) ITIL
7 29 (7.73%) ERP
8 26 (6.93%) E-Commerce
8 26 (6.93%) Software Testing
9 25 (6.67%) Waterfall
10 23 (6.13%) Coaching
11 22 (5.87%) Scrum
11 22 (5.87%) Service Management
12 21 (5.60%) Business Intelligence
12 21 (5.60%) CRM
13 20 (5.33%) Continuous Improvement
14 19 (5.07%) BDD
Programming Languages
1 101 (26.93%) C#
2 97 (25.87%) PHP
3 96 (25.60%) Java
4 90 (24.00%) SQL
5 81 (21.60%) Python
6 58 (15.47%) JavaScript
7 23 (6.13%) Scala
8 15 (4.00%) Ruby
8 15 (4.00%) T-SQL
9 13 (3.47%) C
10 10 (2.67%) C++
11 9 (2.40%) Bash Shell
11 9 (2.40%) PHP 5
11 9 (2.40%) PHP 7
12 6 (1.60%) Shell Script
13 4 (1.07%) Perl
14 3 (0.80%) PowerShell
15 2 (0.53%) Lisp
15 2 (0.53%) VB
16 1 (0.27%) Objective-C
Qualifications
1 24 (6.40%) Degree
2 20 (5.33%) Computer Science Degree
3 6 (1.60%) Security Cleared
4 4 (1.07%) ACCA
4 4 (1.07%) CIMA
4 4 (1.07%) ISEB
4 4 (1.07%) ITIL Certification
5 3 (0.80%) Cisco Certification
5 3 (0.80%) DBS Check
5 3 (0.80%) Numerate Degree
5 3 (0.80%) SC Cleared
6 2 (0.53%) CCA
6 2 (0.53%) CCNA
6 2 (0.53%) ISTQB
6 2 (0.53%) ISTQB Foundation Certification
6 2 (0.53%) MCSA
6 2 (0.53%) Microsoft Certification
7 1 (0.27%) CCNP
7 1 (0.27%) CISSP
7 1 (0.27%) IRCA
Quality Assurance & Compliance
1 67 (17.87%) QA
2 7 (1.87%) SLA
3 5 (1.33%) GDPR
3 5 (1.33%) ISO/IEC 27001
4 4 (1.07%) PMO
5 3 (0.80%) Data Quality
5 3 (0.80%) PCI DSS
6 2 (0.53%) COBIT
7 1 (0.27%) Actionable Recommendations
7 1 (0.27%) COSO
7 1 (0.27%) Cyber Essentials
7 1 (0.27%) ISO 22301
System Software
1 22 (5.87%) Active Directory
2 11 (2.93%) Docker
3 2 (0.53%) VMware Infrastructure
4 1 (0.27%) Hyper-V
Systems Management
1 10 (2.67%) Opscode Chef
2 9 (2.40%) SCCM
3 7 (1.87%) AirWatch
4 6 (1.60%) Puppet
5 5 (1.33%) Aspera SmartTrack
5 5 (1.33%) Nagios
6 3 (0.80%) Ansible
6 3 (0.80%) Jamf Pro
7 2 (0.53%) Cacti
7 2 (0.53%) Cisco CUCM
7 2 (0.53%) Microsoft Intune
7 2 (0.53%) Munin
7 2 (0.53%) ZABBIX
8 1 (0.27%) Data Guard
8 1 (0.27%) Enterprise Manager Cloud Control
8 1 (0.27%) HP ALM
8 1 (0.27%) HP Quality Center
8 1 (0.27%) Kubernetes
8 1 (0.27%) Oracle RMAN
Vendors
1 73 (19.47%) Microsoft
2 41 (10.93%) Google
3 32 (8.53%) SAP
4 29 (7.73%) VMware
5 22 (5.87%) Twitter
6 16 (4.27%) Tableau
7 11 (2.93%) Oracle
8 9 (2.40%) Adobe
8 9 (2.40%) Rackspace
9 8 (2.13%) Remedy
9 8 (2.13%) Zend
10 7 (1.87%) Perforce
10 7 (1.87%) Samsung
11 6 (1.60%) Salesforce.com
12 5 (1.33%) BMC
12 5 (1.33%) Cisco
12 5 (1.33%) Epicor
12 5 (1.33%) Infor
12 5 (1.33%) Sage
13 4 (1.07%) HP