Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period over the previous 2 years.

Retailing
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 51 62 41
Rank change year-on-year +11 -21 -4
Permanent jobs citing Retail 237 228 413
As % of all permanent IT jobs advertised in Leeds 4.84% 4.19% 5.92%
As % of the General category 15.49% 12.59% 18.91%
Number of salaries quoted 126 180 206
Leeds median annual salary £55,000 £50,000 £44,000
Median salary % change year-on-year +10.00% +13.64% -2.22%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £75,000 £88,750 £62,500
West Yorkshire median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% -1.16%

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 1530 1811 2184
As % of all permanent IT jobs advertised in Leeds 31.26% 33.31% 31.30%
Number of salaries quoted 1209 1509 1673
Leeds median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -0.62%
10th Percentile £26,250 £25,000 £23,750
90th Percentile £67,500 £65,000 £61,250
West Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 18 November 2017.

Salary histogram for Retail in Leeds

For the 6 months to 18 November 2017, IT jobs citing Retail also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Leeds region with a requirement for Retail.

1 115 (48.52%) Finance
2 70 (29.54%) Agile Software Development
3 53 (22.36%) Marketing
4 51 (21.52%) Digital Marketing
5 49 (20.68%) Creative Thinking
6 47 (19.83%) SAP
7 38 (16.03%) Analytical Skills
8 28 (11.81%) Microsoft
9 26 (10.97%) Stakeholder Management
9 26 (10.97%) Windows
10 24 (10.13%) Project Management
10 24 (10.13%) Office 365
10 24 (10.13%) IT Strategy
11 23 (9.70%) Google
11 23 (9.70%) SQL
11 23 (9.70%) JavaScript
12 22 (9.28%) Java
12 22 (9.28%) SOA
12 22 (9.28%) VMware
12 22 (9.28%) Test Automation
13 21 (8.86%) Oracle
14 19 (8.02%) .NET
14 19 (8.02%) Microsoft Office
14 19 (8.02%) Middleware
14 19 (8.02%) Information Security
15 18 (7.59%) Manufacturing
15 18 (7.59%) Management Information System
15 18 (7.59%) Active Directory
15 18 (7.59%) Web Services
15 18 (7.59%) C#

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 11 (4.64%) Oracle SOA Suite
2 6 (2.53%) SharePoint
3 5 (2.11%) Confluence
4 1 (0.42%) IIS
4 1 (0.42%) NetWeaver
4 1 (0.42%) SAS
4 1 (0.42%) WordPress
Applications
1 19 (8.02%) Microsoft Office
2 4 (1.69%) Microsoft Project
3 2 (0.84%) Microsoft Excel
3 2 (0.84%) SPSS
4 1 (0.42%) Chatbot
4 1 (0.42%) Microsoft PowerPoint
Business Applications
1 6 (2.53%) Magento
1 6 (2.53%) Workfront
2 4 (1.69%) Oracle Retail
2 4 (1.69%) SAP EWM
3 3 (1.27%) Dynamics CRM
4 2 (0.84%) Dynamics AX
4 2 (0.84%) Payment Gateway
4 2 (0.84%) SAP Business One
5 1 (0.42%) Dynamics NAV
5 1 (0.42%) Exchequer
5 1 (0.42%) Remedy ITSM
5 1 (0.42%) SAP AFS
5 1 (0.42%) SAP PLM
5 1 (0.42%) SAP SD
Cloud Services
1 24 (10.13%) Office 365
2 15 (6.33%) Microsoft Azure
3 14 (5.91%) Amazon AWS
4 9 (3.80%) Google Cloud Platform
5 6 (2.53%) G Suite
5 6 (2.53%) Slack
6 3 (1.27%) Amazon EC2
6 3 (1.27%) AWS Elastic Beanstalk
6 3 (1.27%) GitHub
7 2 (0.84%) SaaS
8 1 (0.42%) Google Analytics
8 1 (0.42%) IaaS
Communications & Networking
1 13 (5.49%) LAN
1 13 (5.49%) WAN
2 12 (5.06%) VPN
3 10 (4.22%) Wireless
4 9 (3.80%) Network Security
5 8 (3.38%) Firewall
6 6 (2.53%) MPLS
6 6 (2.53%) VoIP
6 6 (2.53%) WLAN
7 5 (2.11%) RFID
8 4 (1.69%) DNS
8 4 (1.69%) Internet
9 3 (1.27%) BGP
9 3 (1.27%) DSL
9 3 (1.27%) EIGRP
9 3 (1.27%) HSRP
9 3 (1.27%) Intranet
9 3 (1.27%) OSPF
9 3 (1.27%) SMS
9 3 (1.27%) VRRP
Database & Business Intelligence
1 11 (4.64%) SQL Server
2 6 (2.53%) MySQL
3 4 (1.69%) GIS
3 4 (1.69%) SQL Server Integration Services
4 3 (1.27%) BusinessObjects
4 3 (1.27%) SAP BW
5 2 (0.84%) SQL Server Reporting Services
6 1 (0.42%) Big Data
6 1 (0.42%) Crystal Reports
6 1 (0.42%) Data Warehouse
6 1 (0.42%) NoSQL
6 1 (0.42%) PostgreSQL
6 1 (0.42%) RDBMS
6 1 (0.42%) Relational Database
6 1 (0.42%) SAP HANA
6 1 (0.42%) SQL Server 2005
6 1 (0.42%) SQL Server 2008
6 1 (0.42%) SQL Server 2012
6 1 (0.42%) SQL Server 2014
6 1 (0.42%) SQL Server Analysis Services
Development Applications
1 11 (4.64%) Selenium
2 10 (4.22%) Cucumber
3 9 (3.80%) Jenkins
4 7 (2.95%) JIRA
5 6 (2.53%) Appium
5 6 (2.53%) Atlassian Bamboo
5 6 (2.53%) Buildbot
5 6 (2.53%) Ranorex
5 6 (2.53%) SoapUI
6 5 (2.11%) Git (software)
7 4 (1.69%) Babel
7 4 (1.69%) Jasmine
7 4 (1.69%) Karma Test Runner
7 4 (1.69%) SpecFlow
7 4 (1.69%) webpack
8 3 (1.27%) WATIR
9 2 (0.84%) HP UFT
10 1 (0.42%) PHPUnit
General
1 115 (48.52%) Finance
2 53 (22.36%) Marketing
3 18 (7.59%) Manufacturing
4 9 (3.80%) Local Government
5 8 (3.38%) Advertising
6 7 (2.95%) Back Office
6 7 (2.95%) Banking
7 6 (2.53%) Games
7 6 (2.53%) Retail Finance
8 4 (1.69%) Automotive
8 4 (1.69%) Retail Banking
8 4 (1.69%) Telecoms
9 2 (0.84%) Legal
10 1 (0.42%) Financial Institution
10 1 (0.42%) Publishing
Job Titles
1 40 (16.88%) Analyst
2 39 (16.46%) Architect
3 28 (11.81%) Developer
4 18 (7.59%) Business Analyst
5 16 (6.75%) Consultant
6 15 (6.33%) Solutions Architect
7 12 (5.06%) Senior Architect
8 11 (4.64%) Service Analyst
9 10 (4.22%) IT Analyst
10 9 (3.80%) AWS Architect
10 9 (3.80%) AWS Consultant
10 9 (3.80%) Cloud Architect
10 9 (3.80%) Cloud Consultant
10 9 (3.80%) Senior Consultant
10 9 (3.80%) Web Architect
10 9 (3.80%) Web Consultant
11 8 (3.38%) Retail Business Analyst
11 8 (3.38%) Security Manager
12 7 (2.95%) Information Manager
12 7 (2.95%) Information Security Manager
Libraries, Frameworks & Software Standards
1 19 (8.02%) .NET
1 19 (8.02%) Middleware
2 18 (7.59%) Web Services
3 11 (4.64%) Oracle Fusion
4 8 (3.38%) ASP.NET
4 8 (3.38%) CSS
4 8 (3.38%) Node.js
5 5 (2.11%) React
5 5 (2.11%) Sass
5 5 (2.11%) XML
6 4 (1.69%) HTML
6 4 (1.69%) JSON
6 4 (1.69%) OOCSS
6 4 (1.69%) Redux
6 4 (1.69%) SailPoint
7 3 (1.27%) .NET Framework
7 3 (1.27%) Entity Framework
7 3 (1.27%) J2EE
7 3 (1.27%) SOAP
7 3 (1.27%) Symfony
Miscellaneous
1 38 (16.03%) Analytical Skills
2 18 (7.59%) Management Information System
3 13 (5.49%) Enterprise Software
4 8 (3.38%) Mobile Computing
5 4 (1.69%) Digital Signage
6 3 (1.27%) Data Centre
6 3 (1.27%) EPoS
6 3 (1.27%) User Experience
7 2 (0.84%) Algorithms
7 2 (0.84%) Computer Science
7 2 (0.84%) Mobile App
7 2 (0.84%) Social Media
8 1 (0.42%) AS400
8 1 (0.42%) Blog
8 1 (0.42%) CMDB
8 1 (0.42%) Credit Risk
8 1 (0.42%) Distributed Denial-of-Service
8 1 (0.42%) Linked Data
8 1 (0.42%) TRADACOMS
8 1 (0.42%) Video Conferencing
Operating Systems
1 26 (10.97%) Windows
2 13 (5.49%) Mac OS X
3 9 (3.80%) Android
4 8 (3.38%) Linux
5 6 (2.53%) Windows Server
6 1 (0.42%) AIX
6 1 (0.42%) Apple iOS
6 1 (0.42%) Mac OS
6 1 (0.42%) Solaris
6 1 (0.42%) Windows Server 2003
Processes & Methodologies
1 70 (29.54%) Agile Software Development
2 51 (21.52%) Digital Marketing
3 49 (20.68%) Creative Thinking
4 26 (10.97%) Stakeholder Management
5 24 (10.13%) IT Strategy
5 24 (10.13%) Project Management
6 22 (9.28%) SOA
6 22 (9.28%) Test Automation
7 19 (8.02%) Information Security
8 16 (6.75%) DevOps
8 16 (6.75%) Supplier Management
9 15 (6.33%) E-Commerce
9 15 (6.33%) Service Delivery
10 13 (5.49%) Migration
10 13 (5.49%) Waterfall
11 12 (5.06%) Business Analysis
11 12 (5.06%) Continuous Improvement
11 12 (5.06%) Data Management
11 12 (5.06%) Statistics
11 12 (5.06%) Technical Architecture
Programming Languages
1 23 (9.70%) JavaScript
1 23 (9.70%) SQL
2 22 (9.28%) Java
3 18 (7.59%) C#
4 14 (5.91%) PHP
5 12 (5.06%) Python
6 9 (3.80%) C++
6 9 (3.80%) Ruby
7 6 (2.53%) C
7 6 (2.53%) Scala
8 4 (1.69%) ES6
9 1 (0.42%) ABAP
9 1 (0.42%) ActionScript
9 1 (0.42%) ActionScript 2.0
9 1 (0.42%) FoxPro (VFP)
9 1 (0.42%) R
9 1 (0.42%) Shell Script
9 1 (0.42%) T-SQL
9 1 (0.42%) VB
9 1 (0.42%) VB6
Qualifications
1 9 (3.80%) Degree
2 5 (2.11%) ISEB
3 2 (0.84%) CCDP
3 2 (0.84%) CCIE
3 2 (0.84%) CCNA
3 2 (0.84%) CCNP
3 2 (0.84%) CISA
3 2 (0.84%) Cisco Certification
3 2 (0.84%) CISM
3 2 (0.84%) CISSP
3 2 (0.84%) EMCIE
3 2 (0.84%) EMCTA
3 2 (0.84%) ISTQB
4 1 (0.42%) ITIL Certification
4 1 (0.42%) Microsoft Certification
4 1 (0.42%) PhD
Quality Assurance & Compliance
1 7 (2.95%) ISO/IEC 27001
2 6 (2.53%) PMO
2 6 (2.53%) SLA
3 4 (1.69%) GDPR
4 3 (1.27%) QA
5 2 (0.84%) COBIT
6 1 (0.42%) Data Quality
6 1 (0.42%) PCI DSS
6 1 (0.42%) UCITS
System Software
1 18 (7.59%) Active Directory
2 9 (3.80%) VMware Infrastructure
3 6 (2.53%) Docker
4 2 (0.84%) Hyper-V
Systems Management
1 10 (4.22%) SCCM
2 7 (2.95%) Puppet
3 5 (2.11%) AirWatch
4 3 (1.27%) Ansible
4 3 (1.27%) Opscode Chef
4 3 (1.27%) Terraform
5 2 (0.84%) Aspera SmartTrack
5 2 (0.84%) Nagios
6 1 (0.42%) Host Intrusion Detection System
Vendors
1 47 (19.83%) SAP
2 28 (11.81%) Microsoft
3 23 (9.70%) Google
4 22 (9.28%) VMware
5 21 (8.86%) Oracle
6 14 (5.91%) Citrix
7 11 (4.64%) IBM
8 9 (3.80%) Rackspace
9 8 (3.38%) Twitter
10 6 (2.53%) Ariba
10 6 (2.53%) Cisco
10 6 (2.53%) Remedy
11 4 (1.69%) Epicor
11 4 (1.69%) JDA
11 4 (1.69%) QAD
11 4 (1.69%) RedPrairie
12 3 (1.27%) Cadence
12 3 (1.27%) Fortinet
12 3 (1.27%) New Relic
12 3 (1.27%) Salesforce.com