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

Retailing
England > Yorkshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 35 42 31
Rank change year-on-year +7 -11 -1
Permanent jobs citing Retail 572 576 810
As % of all permanent IT jobs advertised in Yorkshire 5.93% 5.39% 6.41%
As % of the General category 16.93% 15.53% 18.37%
Number of salaries quoted 414 419 542
Yorkshire median annual salary £42,500 £45,000 £41,500
Median salary % change year-on-year -5.56% +8.43% +3.75%
10th Percentile £25,000 £28,150 £27,000
90th Percentile £67,500 £77,500 £62,500
England median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +1.01%

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 3,378 3,708 4,410
As % of all permanent IT jobs advertised in Yorkshire 35.01% 34.67% 34.91%
Number of salaries quoted 2,726 3,024 3,558
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,000 £24,000 £24,250
90th Percentile £61,250 £65,000 £59,000
England median annual salary £52,500 £52,000 £50,000
% change year-on-year +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 22 January 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 January 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 +6 426 £45,000 - 87
East Yorkshire +31 65 £38,500 +24.19% 9
South Yorkshire -7 38 £47,500 - 16
Humberside - 19 £32,500 -
North Yorkshire -46 18 £36,000 -10.00% 7
Retail
England

For the 6 months to 22 January 2018, 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 Yorkshire region with a requirement for Retail.

1 186 (32.52%) Agile Software Development
2 180 (31.47%) Finance
3 110 (19.23%) E-Commerce
4 104 (18.18%) JavaScript
5 81 (14.16%) Google
6 80 (13.99%) Analytical Skills
7 77 (13.46%) C#
8 76 (13.29%) SQL
8 76 (13.29%) Stakeholder Management
9 72 (12.59%) SAP
10 69 (12.06%) Microsoft
11 64 (11.19%) Marketing
12 60 (10.49%) Twitter
13 57 (9.97%) Scrum
13 57 (9.97%) PHP
14 55 (9.62%) Digital Marketing
15 52 (9.09%) Test Automation
16 49 (8.57%) HTML
16 49 (8.57%) .NET
17 47 (8.22%) MySQL
17 47 (8.22%) Degree
18 46 (8.04%) Windows
18 46 (8.04%) Project Management
19 42 (7.34%) Business Analysis
20 41 (7.17%) SQL Server
20 41 (7.17%) Git (software)
20 41 (7.17%) Creative Thinking
21 39 (6.82%) CSS
22 36 (6.29%) Java
22 36 (6.29%) Management Information System

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 12 (2.10%) Apache
2 11 (1.92%) Oracle SOA Suite
3 10 (1.75%) SharePoint
4 7 (1.22%) SAS
5 5 (0.87%) Confluence
5 5 (0.87%) IIS
6 4 (0.70%) Elasticsearch
6 4 (0.70%) NetWeaver
7 2 (0.35%) CICS
7 2 (0.35%) DNN
7 2 (0.35%) nginx
7 2 (0.35%) SharePoint 2010
7 2 (0.35%) SharePoint 2013
7 2 (0.35%) Tomcat
8 1 (0.17%) MS Exchange
8 1 (0.17%) WebSphere
Applications
1 32 (5.59%) MS Visio
2 20 (3.50%) Microsoft Office
3 7 (1.22%) Microsoft Excel
4 6 (1.05%) Microsoft Project
5 4 (0.70%) Adobe Creative Suite
6 3 (0.52%) SPSS
7 1 (0.17%) 3ds Max
7 1 (0.17%) Adobe After Effects
7 1 (0.17%) AutoCAD
7 1 (0.17%) Chatbot
7 1 (0.17%) Microsoft PowerPoint
7 1 (0.17%) Photoshop
Business Applications
1 11 (1.92%) Dynamics AX
2 8 (1.40%) Dynamics CRM
2 8 (1.40%) Magento
3 6 (1.05%) Workfront
4 5 (0.87%) Payment Gateway
5 4 (0.70%) SAP CRM
5 4 (0.70%) SAP Hybris
6 3 (0.52%) FastStats
6 3 (0.52%) SAP MM
6 3 (0.52%) SAP SD
7 2 (0.35%) SAP PLM
7 2 (0.35%) SAP Retail
8 1 (0.17%) Dynamics NAV
8 1 (0.17%) Exchequer
8 1 (0.17%) Remedy ITSM
8 1 (0.17%) SAP AFS
8 1 (0.17%) SAP Business One
Cloud Services
1 30 (5.24%) Microsoft Azure
2 26 (4.55%) Amazon AWS
3 20 (3.50%) Office 365
4 13 (2.27%) Google Cloud Platform
5 8 (1.40%) G Suite
5 8 (1.40%) Slack
6 5 (0.87%) AdWords
6 5 (0.87%) SaaS
7 4 (0.70%) Google Analytics
7 4 (0.70%) IaaS
7 4 (0.70%) PaaS
8 3 (0.52%) Amazon EC2
8 3 (0.52%) AWS Elastic Beanstalk
8 3 (0.52%) Fastly
8 3 (0.52%) GitHub
9 2 (0.35%) Dynamics 365
10 1 (0.17%) Adobe Creative Cloud
10 1 (0.17%) Quay.io
Communications & Networking
1 12 (2.10%) Internet
1 12 (2.10%) LAN
1 12 (2.10%) WAN
2 11 (1.92%) TCP/IP
2 11 (1.92%) Wireless
3 10 (1.75%) Firewall
4 9 (1.57%) Network Security
5 8 (1.40%) MPLS
6 7 (1.22%) DNS
6 7 (1.22%) VoIP
7 5 (0.87%) DHCP
7 5 (0.87%) WLAN
8 4 (0.70%) BGP
8 4 (0.70%) OSPF
8 4 (0.70%) RFID
8 4 (0.70%) SMS
9 3 (0.52%) DSL
9 3 (0.52%) EIGRP
9 3 (0.52%) Intranet
9 3 (0.52%) VRRP
Database & Business Intelligence
1 47 (8.22%) MySQL
2 41 (7.17%) SQL Server
3 33 (5.77%) SQL Server Integration Services
4 22 (3.85%) SQL Server Reporting Services
5 13 (2.27%) Data Warehouse
6 12 (2.10%) SQL Server Analysis Services
7 9 (1.57%) BusinessObjects
8 8 (1.40%) Power BI
8 8 (1.40%) SAP BW
9 5 (0.87%) BusinessObjects Business Intelligence
9 5 (0.87%) NoSQL
9 5 (0.87%) SAP HANA
10 4 (0.70%) QlikView
10 4 (0.70%) SQL Server 2014
11 3 (0.52%) SAP Data Services
12 2 (0.35%) Relational Database
12 2 (0.35%) Star Schema
13 1 (0.17%) Big Data
13 1 (0.17%) DB2
13 1 (0.17%) Snowflake Schema
Development Applications
1 41 (7.17%) Git (software)
2 31 (5.42%) Selenium
3 28 (4.90%) Cucumber
4 18 (3.15%) Jenkins
5 15 (2.62%) JIRA
6 14 (2.45%) Atlassian Bamboo
6 14 (2.45%) Buildbot
6 14 (2.45%) Ranorex
7 12 (2.10%) SoapUI
8 11 (1.92%) Appium
9 9 (1.57%) SpecFlow
10 6 (1.05%) Subversion
10 6 (1.05%) Team Foundation Server
10 6 (1.05%) WATIR
11 5 (0.87%) Bugzilla
11 5 (0.87%) JMeter
11 5 (0.87%) WebDriver
12 4 (0.70%) Gatling
12 4 (0.70%) NeoLoad
12 4 (0.70%) Visual Studio
General
1 180 (31.47%) Finance
2 64 (11.19%) Marketing
3 34 (5.94%) Manufacturing
4 22 (3.85%) Advertising
5 15 (2.62%) Legal
6 13 (2.27%) Banking
7 11 (1.92%) Local Government
8 8 (1.40%) Automotive
9 6 (1.05%) Retail Finance
10 5 (0.87%) Games
11 4 (0.70%) Pharmaceutical
11 4 (0.70%) Retail Banking
11 4 (0.70%) Telecoms
12 3 (0.52%) Back Office
13 1 (0.17%) Financial Institution
13 1 (0.17%) Publishing
Job Titles
1 170 (29.72%) Developer
2 112 (19.58%) Analyst
3 72 (12.59%) Architect
4 63 (11.01%) Business Analyst
5 50 (8.74%) Senior Developer
6 34 (5.94%) PHP Developer
7 32 (5.59%) Consultant
8 28 (4.90%) Solutions Architect
9 27 (4.72%) C# Developer
10 24 (4.20%) Project Manager
11 18 (3.15%) Senior Analyst
12 17 (2.97%) Senior C# Developer
13 16 (2.80%) Data Manager
13 16 (2.80%) Front End Developer (Client-Side Developer)
13 16 (2.80%) Senior Architect
14 15 (2.62%) IT Analyst
15 14 (2.45%) Java Developer
15 14 (2.45%) Tester
16 13 (2.27%) Lead Business Analyst
17 12 (2.10%) SQL Developer
Libraries, Frameworks & Software Standards
1 49 (8.57%) .NET
1 49 (8.57%) HTML
2 39 (6.82%) CSS
3 36 (6.29%) jQuery
4 35 (6.12%) Web Services
5 29 (5.07%) ASP.NET
6 27 (4.72%) Middleware
7 21 (3.67%) XML
8 18 (3.15%) LAMP
9 17 (2.97%) HTML5
9 17 (2.97%) WebGL
10 16 (2.80%) React
11 14 (2.45%) .NET Framework
11 14 (2.45%) Node.js
12 12 (2.10%) Entity Framework
13 11 (1.92%) AngularJS
13 11 (1.92%) Oracle Fusion
14 9 (1.57%) J2EE
14 9 (1.57%) RESTful
14 9 (1.57%) Symfony
Miscellaneous
1 80 (13.99%) Analytical Skills
2 36 (6.29%) Management Information System
3 20 (3.50%) User Experience
4 19 (3.32%) Enterprise Software
5 12 (2.10%) Computer Science
6 9 (1.57%) Mobile App
7 8 (1.40%) FMCG
8 7 (1.22%) Mobile Computing
9 6 (1.05%) Blog
9 6 (1.05%) Social Media
10 5 (0.87%) Clustering
10 5 (0.87%) Tandem
11 4 (0.70%) Digital Signage
11 4 (0.70%) EPoS
12 3 (0.52%) Algorithms
12 3 (0.52%) Data Centre
12 3 (0.52%) Private Cloud
12 3 (0.52%) Virtual Team
13 2 (0.35%) Greenfield Project
13 2 (0.35%) Motion Graphics
Operating Systems
1 46 (8.04%) Windows
2 29 (5.07%) Linux
3 15 (2.62%) Windows Server
4 14 (2.45%) Android
5 8 (1.40%) Windows Server 2012
6 7 (1.22%) Windows 7
7 5 (0.87%) Windows Server 2008
8 4 (0.70%) Windows 10
9 3 (0.52%) Apple iOS
9 3 (0.52%) Mac OS X
10 1 (0.17%) AIX
10 1 (0.17%) Mac OS
10 1 (0.17%) Solaris
10 1 (0.17%) Windows Server 2003
Processes & Methodologies
1 186 (32.52%) Agile Software Development
2 110 (19.23%) E-Commerce
3 76 (13.29%) Stakeholder Management
4 57 (9.97%) Scrum
5 55 (9.62%) Digital Marketing
6 52 (9.09%) Test Automation
7 46 (8.04%) Project Management
8 42 (7.34%) Business Analysis
9 41 (7.17%) Creative Thinking
10 34 (5.94%) MVC
11 33 (5.77%) Data Management
12 32 (5.59%) Information Security
12 32 (5.59%) OO
12 32 (5.59%) OOP
13 30 (5.24%) Continuous Improvement
13 30 (5.24%) OO PHP
13 30 (5.24%) SOA
13 30 (5.24%) Software Testing
14 29 (5.07%) TDD
15 28 (4.90%) Mentoring
Programming Languages
1 104 (18.18%) JavaScript
2 77 (13.46%) C#
3 76 (13.29%) SQL
4 57 (9.97%) PHP
5 36 (6.29%) Java
6 24 (4.20%) Python
7 19 (3.32%) C
8 18 (3.15%) C++
9 17 (2.97%) Ruby
10 15 (2.62%) Scala
11 12 (2.10%) T-SQL
12 5 (0.87%) PHP 5
12 5 (0.87%) PHP 7
12 5 (0.87%) X++
13 4 (0.70%) ABAP
14 3 (0.52%) COBOL
14 3 (0.52%) VB
15 1 (0.17%) R
15 1 (0.17%) Shell Script
Qualifications
1 47 (8.22%) Degree
2 10 (1.75%) CCNA
2 10 (1.75%) Cisco Certification
2 10 (1.75%) ISEB
3 7 (1.22%) SC Cleared
3 7 (1.22%) Security Cleared
4 4 (0.70%) CISSP
4 4 (0.70%) ISTQB
5 3 (0.52%) CISM
6 2 (0.35%) CCDP
6 2 (0.35%) CCIE
6 2 (0.35%) CCNP
6 2 (0.35%) CISA
6 2 (0.35%) Computer Science Degree
6 2 (0.35%) EMCIE
6 2 (0.35%) EMCTA
6 2 (0.35%) ISTQB Foundation Certification
7 1 (0.17%) Microsoft Certification
7 1 (0.17%) Numerate Degree
7 1 (0.17%) PRINCE2 Certification
Quality Assurance & Compliance
1 27 (4.72%) QA
2 13 (2.27%) ISO/IEC 27001
2 13 (2.27%) PMO
3 10 (1.75%) GDPR
4 8 (1.40%) Data Quality
5 7 (1.22%) SLA
6 4 (0.70%) PCI DSS
7 2 (0.35%) COBIT
8 1 (0.17%) GCP
8 1 (0.17%) UCITS
System Software
1 22 (3.85%) Active Directory
2 18 (3.15%) VMware Infrastructure
3 9 (1.57%) Hyper-V
4 8 (1.40%) vSphere
5 7 (1.22%) Docker
6 1 (0.17%) VMware NSX
Systems Management
1 10 (1.75%) SCCM
2 8 (1.40%) Puppet
3 5 (0.87%) Failover Clustering
3 5 (0.87%) Microsoft Clustering
4 4 (0.70%) Ansible
5 3 (0.52%) AirWatch
5 3 (0.52%) Opscode Chef
5 3 (0.52%) Terraform
6 2 (0.35%) Aspera SmartTrack
6 2 (0.35%) Backup Exec
6 2 (0.35%) Nagios
7 1 (0.17%) Host Intrusion Detection System
7 1 (0.17%) HP Quality Center
Vendors
1 81 (14.16%) Google
2 72 (12.59%) SAP
3 69 (12.06%) Microsoft
4 60 (10.49%) Twitter
5 36 (6.29%) VMware
6 24 (4.20%) Oracle
7 20 (3.50%) Cisco
8 11 (1.92%) IBM
8 11 (1.92%) Rackspace
9 9 (1.57%) Remedy
10 8 (1.40%) Apigee
10 8 (1.40%) Salesforce.com
10 8 (1.40%) Siebel
11 7 (1.22%) Apple
12 6 (1.05%) Adobe
12 6 (1.05%) Ariba
12 6 (1.05%) Zend
13 5 (0.87%) Perforce
13 5 (0.87%) Tableau
13 5 (0.87%) Teradata