Period
to 18 November 2017

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

Retailing
England > Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 41 40 29
Rank change year-on-year -1 -11 +9
Permanent jobs citing Retail 517 635 872
As % of all permanent IT jobs advertised in Yorkshire 5.32% 5.68% 6.58%
As % of the General category 16.14% 16.27% 18.89%
Number of salaries quoted 382 429 490
Yorkshire median annual salary £44,500 £45,000 £40,000
Median salary % change year-on-year -1.11% +12.50% -
10th Percentile £25,000 £27,500 £25,000
90th Percentile £72,500 £82,500 £62,500
England median annual salary £50,000 £52,500 £50,000
% 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 3204 3903 4616
As % of all permanent IT jobs advertised in Yorkshire 32.95% 34.94% 34.83%
Number of salaries quoted 2541 3198 3630
Yorkshire median annual salary £41,500 £42,500 £40,000
Median salary % change year-on-year -2.35% +6.25% -
10th Percentile £25,500 £24,750 £24,000
90th Percentile £63,750 £70,000 £58,750
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 18 November 2017.

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 November 2017. 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 -8 344 £50,000 +11.11% 61
East Yorkshire +23 62 £40,000 +3.23% 2
North Yorkshire -25 52 £37,500 -6.25% 3
South Yorkshire -1 30 £45,000 -5.26% 1
Humberside - 7 £32,500 -
Retail
England

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 Yorkshire region with a requirement for Retail.

1 162 (31.33%) Finance
2 150 (29.01%) Agile Software Development
3 98 (18.96%) E-Commerce
4 85 (16.44%) JavaScript
5 83 (16.05%) Marketing
6 76 (14.70%) SAP
7 75 (14.51%) SQL
8 72 (13.93%) Microsoft
8 72 (13.93%) Stakeholder Management
9 62 (11.99%) Digital Marketing
9 62 (11.99%) Analytical Skills
10 53 (10.25%) C#
11 51 (9.86%) HTML
11 51 (9.86%) Project Management
12 50 (9.67%) Business Analysis
13 49 (9.48%) Google
13 49 (9.48%) Java
13 49 (9.48%) Creative Thinking
14 47 (9.09%) Windows
15 45 (8.70%) CSS
16 41 (7.93%) Scrum
17 40 (7.74%) SQL Server
17 40 (7.74%) PHP
18 39 (7.54%) SOA
19 38 (7.35%) MySQL
20 36 (6.96%) .NET
21 35 (6.77%) Git (software)
22 34 (6.58%) Manufacturing
23 33 (6.38%) VMware
23 33 (6.38%) jQuery

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 14 (2.71%) Apache
2 11 (2.13%) Oracle SOA Suite
2 11 (2.13%) SharePoint
3 10 (1.93%) nginx
4 7 (1.35%) SAS
5 5 (0.97%) Confluence
5 5 (0.97%) MS Exchange
6 4 (0.77%) Elasticsearch
7 3 (0.58%) DNN
7 3 (0.58%) IIS
8 2 (0.39%) Exchange Server 2010
8 2 (0.39%) Exchange Server 2013
8 2 (0.39%) NetWeaver
8 2 (0.39%) SharePoint 2010
8 2 (0.39%) SharePoint 2013
9 1 (0.19%) CMS
9 1 (0.19%) ColdFusion
9 1 (0.19%) JBoss
9 1 (0.19%) WebSphere
9 1 (0.19%) WordPress
Applications
1 31 (6.00%) MS Visio
2 26 (5.03%) Microsoft Office
3 7 (1.35%) Microsoft Excel
4 5 (0.97%) SPSS
5 4 (0.77%) Microsoft Project
6 2 (0.39%) Adobe Creative Suite
7 1 (0.19%) Chatbot
7 1 (0.19%) Microsoft PowerPoint
Business Applications
1 16 (3.09%) Magento
2 9 (1.74%) Dynamics AX
2 9 (1.74%) SAP CRM
3 6 (1.16%) Workfront
4 5 (0.97%) FastStats
4 5 (0.97%) SAP Hybris
5 4 (0.77%) Oracle Retail
5 4 (0.77%) SAP EWM
6 3 (0.58%) Dynamics CRM
6 3 (0.58%) SAP CO
6 3 (0.58%) SAP FI
6 3 (0.58%) SAP FI/CO
6 3 (0.58%) SAP S/4HANA
7 2 (0.39%) Dynamics NAV
7 2 (0.39%) Payment Gateway
7 2 (0.39%) SAP Business One
7 2 (0.39%) SAP ERP
7 2 (0.39%) SAP Retail
8 1 (0.19%) Remedy ITSM
8 1 (0.19%) SAP PLM
Cloud Services
1 31 (6.00%) Office 365
2 25 (4.84%) Amazon AWS
3 20 (3.87%) Microsoft Azure
4 11 (2.13%) Google Cloud Platform
5 6 (1.16%) AdWords
5 6 (1.16%) G Suite
5 6 (1.16%) Slack
6 4 (0.77%) SaaS
7 3 (0.58%) Amazon EC2
7 3 (0.58%) AWS Elastic Beanstalk
7 3 (0.58%) Fastly
7 3 (0.58%) GitHub
7 3 (0.58%) Google Analytics
7 3 (0.58%) IaaS
7 3 (0.58%) PaaS
8 2 (0.39%) Dynamics 365
9 1 (0.19%) Adobe Creative Cloud
9 1 (0.19%) Quay.io
Communications & Networking
1 15 (2.90%) VPN
2 14 (2.71%) LAN
2 14 (2.71%) WAN
3 12 (2.32%) Firewall
3 12 (2.32%) Wireless
4 9 (1.74%) Network Security
5 8 (1.55%) MPLS
5 8 (1.55%) SAN
6 7 (1.35%) VoIP
7 6 (1.16%) DNS
7 6 (1.16%) WLAN
8 5 (0.97%) DHCP
8 5 (0.97%) Remote Desktop
8 5 (0.97%) RFID
8 5 (0.97%) SMS
8 5 (0.97%) VLAN
9 4 (0.77%) Internet
10 3 (0.58%) Intranet
10 3 (0.58%) OSPF
10 3 (0.58%) Wi-Fi
Database & Business Intelligence
1 40 (7.74%) SQL Server
2 38 (7.35%) MySQL
3 24 (4.64%) SQL Server Integration Services
4 19 (3.68%) Data Warehouse
5 13 (2.51%) SQL Server Reporting Services
6 8 (1.55%) BusinessObjects
6 8 (1.55%) NoSQL
7 6 (1.16%) SQL Server Analysis Services
8 5 (0.97%) SAP BW
8 5 (0.97%) SAP HANA
9 4 (0.77%) GIS
9 4 (0.77%) SQL Server 2016
10 3 (0.58%) Crystal Reports
10 3 (0.58%) Power BI
10 3 (0.58%) Snowflake Schema
10 3 (0.58%) Star Schema
11 2 (0.39%) BusinessObjects Business Intelligence
11 2 (0.39%) Relational Database
12 1 (0.19%) Big Data
12 1 (0.19%) SQL Server 2008
Development Applications
1 35 (6.77%) Git (software)
2 18 (3.48%) JIRA
3 15 (2.90%) Selenium
4 12 (2.32%) Jenkins
5 11 (2.13%) Cucumber
6 8 (1.55%) SoapUI
7 7 (1.35%) Appium
7 7 (1.35%) Atlassian Bamboo
7 7 (1.35%) Buildbot
7 7 (1.35%) Jasmine
7 7 (1.35%) Karma Test Runner
7 7 (1.35%) Ranorex
8 6 (1.16%) Grunt
8 6 (1.16%) gulp
9 4 (0.77%) Babel
9 4 (0.77%) ERwin
9 4 (0.77%) SpecFlow
9 4 (0.77%) webpack
10 3 (0.58%) WATIR
11 2 (0.39%) Eclipse
General
1 162 (31.33%) Finance
2 83 (16.05%) Marketing
3 34 (6.58%) Manufacturing
4 20 (3.87%) Advertising
5 18 (3.48%) Games
6 12 (2.32%) Banking
7 10 (1.93%) Retail Finance
8 9 (1.74%) Local Government
9 8 (1.55%) Back Office
10 7 (1.35%) Telecoms
11 6 (1.16%) Automotive
12 4 (0.77%) Retail Banking
13 3 (0.58%) Pharmaceutical
14 2 (0.39%) Legal
15 1 (0.19%) Electronics
15 1 (0.19%) Financial Institution
15 1 (0.19%) Publishing
Job Titles
1 125 (24.18%) Developer
2 116 (22.44%) Analyst
3 69 (13.35%) Business Analyst
4 63 (12.19%) Architect
5 35 (6.77%) Senior Developer
6 27 (5.22%) Solutions Architect
7 26 (5.03%) Front End Developer (Client-Side Developer)
8 21 (4.06%) Consultant
9 19 (3.68%) SQL Developer
10 18 (3.48%) Designer
10 18 (3.48%) Team Leader
11 17 (3.29%) C# Developer
11 17 (3.29%) JavaScript Developer
11 17 (3.29%) Project Manager
12 16 (3.09%) Lead Business Analyst
12 16 (3.09%) PHP Developer
12 16 (3.09%) Senior SQL Developer
13 15 (2.90%) IT Analyst
14 14 (2.71%) Senior Architect
14 14 (2.71%) Service Analyst
Libraries, Frameworks & Software Standards
1 51 (9.86%) HTML
2 45 (8.70%) CSS
3 36 (6.96%) .NET
4 33 (6.38%) jQuery
5 30 (5.80%) Web Services
6 25 (4.84%) HTML5
7 20 (3.87%) Middleware
8 19 (3.68%) XML
9 17 (3.29%) Node.js
10 16 (3.09%) AngularJS
11 15 (2.90%) ASP.NET
11 15 (2.90%) LAMP
11 15 (2.90%) React
11 15 (2.90%) Sass
12 11 (2.13%) Oracle Fusion
13 10 (1.93%) LEMP Stack
13 10 (1.93%) RESTful
13 10 (1.93%) XHTML
14 8 (1.55%) REST
15 7 (1.35%) WebGL
Miscellaneous
1 62 (11.99%) Analytical Skills
2 31 (6.00%) User Experience
3 20 (3.87%) Management Information System
4 16 (3.09%) Enterprise Software
5 14 (2.71%) FMCG
6 10 (1.93%) Greenfield Project
7 9 (1.74%) EPoS
7 9 (1.74%) Mobile Computing
8 8 (1.55%) Computer Science
9 6 (1.16%) W3C
10 5 (0.97%) Data Centre
10 5 (0.97%) Mobile App
11 4 (0.77%) Blog
11 4 (0.77%) Digital Signage
11 4 (0.77%) Public Cloud
11 4 (0.77%) Social Media
12 3 (0.58%) Algorithms
12 3 (0.58%) Tandem
12 3 (0.58%) Virtual Team
13 2 (0.39%) Clustering
Operating Systems
1 47 (9.09%) Windows
2 29 (5.61%) Linux
3 17 (3.29%) Android
4 13 (2.51%) Mac OS X
5 11 (2.13%) Windows Server
6 7 (1.35%) Windows 7
7 6 (1.16%) Windows 10
8 5 (0.97%) Apple iOS
9 4 (0.77%) Windows Server 2008
9 4 (0.77%) Windows Server 2012
10 2 (0.39%) Unix
11 1 (0.19%) AIX
11 1 (0.19%) Debian
11 1 (0.19%) Mac OS
11 1 (0.19%) Solaris
11 1 (0.19%) Ubuntu
11 1 (0.19%) Windows Server 2003
Processes & Methodologies
1 150 (29.01%) Agile Software Development
2 98 (18.96%) E-Commerce
3 72 (13.93%) Stakeholder Management
4 62 (11.99%) Digital Marketing
5 51 (9.86%) Project Management
6 50 (9.67%) Business Analysis
7 49 (9.48%) Creative Thinking
8 41 (7.93%) Scrum
9 39 (7.54%) SOA
10 33 (6.38%) Test Automation
11 31 (6.00%) CRM
11 31 (6.00%) Data Management
12 30 (5.80%) Front End Development
12 30 (5.80%) IT Strategy
13 28 (5.42%) Continuous Improvement
13 28 (5.42%) SDLC
13 28 (5.42%) Waterfall
14 25 (4.84%) Analytics
15 24 (4.64%) Business Intelligence
16 22 (4.26%) PRINCE2
Programming Languages
1 85 (16.44%) JavaScript
2 75 (14.51%) SQL
3 53 (10.25%) C#
4 49 (9.48%) Java
5 40 (7.74%) PHP
6 18 (3.48%) Python
7 14 (2.71%) T-SQL
8 10 (1.93%) C++
8 10 (1.93%) ES6
8 10 (1.93%) Ruby
9 8 (1.55%) C
10 7 (1.35%) ABAP
10 7 (1.35%) Scala
11 4 (0.77%) Shell Script
11 4 (0.77%) X++
12 2 (0.39%) PowerShell
13 1 (0.19%) ActionScript 2.0
13 1 (0.19%) FoxPro (VFP)
13 1 (0.19%) Groovy
13 1 (0.19%) VB6
Qualifications
1 28 (5.42%) Degree
2 11 (2.13%) ISEB
3 7 (1.35%) CCNA
3 7 (1.35%) Cisco Certification
4 3 (0.58%) CISSP
4 3 (0.58%) ISTQB
5 2 (0.39%) CCDP
5 2 (0.39%) CCIE
5 2 (0.39%) CCNP
5 2 (0.39%) CISA
5 2 (0.39%) CISM
5 2 (0.39%) EMCIE
5 2 (0.39%) EMCTA
5 2 (0.39%) ITIL Certification
6 1 (0.19%) CISMP
6 1 (0.19%) Microsoft Certification
6 1 (0.19%) PMI Certification
6 1 (0.19%) PMP
6 1 (0.19%) PRINCE2 Certification
6 1 (0.19%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 14 (2.71%) QA
2 10 (1.93%) ISO/IEC 27001
2 10 (1.93%) PMO
3 9 (1.74%) Data Quality
4 7 (1.35%) SLA
5 4 (0.77%) GDPR
5 4 (0.77%) PCI DSS
6 2 (0.39%) COBIT
6 2 (0.39%) ISO 9001
7 1 (0.19%) GCP
7 1 (0.19%) UCITS
System Software
1 32 (6.19%) Active Directory
2 14 (2.71%) VMware Infrastructure
3 10 (1.93%) Hyper-V
4 7 (1.35%) Docker
5 4 (0.77%) vSphere
6 1 (0.19%) BIND 9
6 1 (0.19%) iptables
6 1 (0.19%) KVM
6 1 (0.19%) NFS
6 1 (0.19%) Samba
6 1 (0.19%) Sendmail
6 1 (0.19%) Varnish
Systems Management
1 13 (2.51%) SCCM
2 7 (1.35%) Puppet
3 5 (0.97%) AirWatch
3 5 (0.97%) Backup Exec
4 3 (0.58%) Ansible
4 3 (0.58%) Opscode Chef
4 3 (0.58%) Terraform
5 2 (0.39%) Aspera SmartTrack
5 2 (0.39%) Failover Clustering
5 2 (0.39%) Microsoft Clustering
5 2 (0.39%) Nagios
6 1 (0.19%) Host Intrusion Detection System
Vendors
1 76 (14.70%) SAP
2 72 (13.93%) Microsoft
3 49 (9.48%) Google
4 33 (6.38%) VMware
5 29 (5.61%) Twitter
6 23 (4.45%) Oracle
7 15 (2.90%) Cisco
8 14 (2.71%) Citrix
9 11 (2.13%) IBM
10 9 (1.74%) Rackspace
11 8 (1.55%) Adobe
12 6 (1.16%) Ariba
12 6 (1.16%) Remedy
13 5 (0.97%) Apple
13 5 (0.97%) hybris
13 5 (0.97%) NetApp
13 5 (0.97%) Syncsort
13 5 (0.97%) Veeam
14 4 (0.77%) JDA
14 4 (0.77%) RedPrairie