Period
to 21 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for E-Commerce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited E-Commerce over the 6 months to 21 April 2018 with a comparison to the same period in the previous 2 years.

E-Commerce (Electronic Commerce)
UK > Scotland
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 158 105 135
Rank change year-on-year -53 +30 -8
Permanent jobs citing E-Commerce 87 103 102
As % of all permanent IT jobs advertised in Scotland 1.51% 2.22% 1.72%
As % of the Processes & Methodologies category 1.63% 2.40% 1.88%
Number of salaries quoted 78 87 80
Scotland median annual salary £42,000 £38,000 £44,000
Median salary % change year-on-year +10.53% -13.64% +16.56%
10th Percentile £25,375 £26,700 £29,675
90th Percentile £72,500 £60,500 £90,000
UK median annual salary £52,500 £52,500 £52,500

E-Commerce is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5,323 4,292 5,433
As % of all permanent IT jobs advertised in Scotland 92.21% 92.32% 91.53%
Number of salaries quoted 3,600 2,703 3,456
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £28,750 £28,750 £27,500
90th Percentile £70,000 £67,500 £65,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

E-Commerce
Job Vacancy Trend in Scotland

Job postings citing E-Commerce as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for E-Commerce in Scotland

E-Commerce
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing E-Commerce in Scotland.

Salary trend for E-Commerce in Scotland

E-Commerce
Salary Histogram in Scotland

The salary distribution of IT jobs citing E-Commerce in Scotland over the 6 months to 21 April 2018.

Salary histogram for E-Commerce in Scotland

E-Commerce
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing E-Commerce within the Scotland region over the 6 months to 21 April 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
Glasgow -59 34 £35,000 -6.67% 10
Edinburgh -2 26 £51,250 -19.61% 9
Dundee +3 9 £41,500 +48.21% 1
Dumfries and Galloway 0 4 £27,500 -20.86% 1
Highlands - 4 £65,000 - 2
South Lanarkshire - 3 £25,000 -
West Lothian 0 1 £45,000 +2.27% 1
Stirling - 1 - -
E-Commerce
UK

For the 6 months to 21 April 2018, IT jobs citing E-Commerce 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 Scotland region with a requirement for E-Commerce.

1 33 (37.93%) HTML
1 33 (37.93%) CSS
2 29 (33.33%) Retail
2 29 (33.33%) Web Development
3 25 (28.74%) JavaScript
4 21 (24.14%) MVC
5 20 (22.99%) PHP
6 19 (21.84%) SAP
6 19 (21.84%) Agile Software Development
6 19 (21.84%) CSS3
7 18 (20.69%) Stakeholder Management
8 17 (19.54%) Process Management
8 17 (19.54%) jQuery
8 17 (19.54%) FMCG
8 17 (19.54%) IT Strategy
9 16 (18.39%) .NET
9 16 (18.39%) CRM
10 15 (17.24%) Java
10 15 (17.24%) HTML5
11 14 (16.09%) Git (software)
12 12 (13.79%) C#
12 12 (13.79%) Web Design
12 12 (13.79%) Marketing
13 11 (12.64%) Scrum
13 11 (12.64%) Advertising
13 11 (12.64%) Front End Development
14 10 (11.49%) Amazon AWS
14 10 (11.49%) .NET Framework
15 9 (10.34%) Degree
15 9 (10.34%) CMS

E-Commerce
Co-occurring IT Skills in Scotland 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 9 (10.34%) CMS
2 4 (4.60%) Apache
2 4 (4.60%) Umbraco
3 2 (2.30%) DNN
3 2 (2.30%) nginx
3 2 (2.30%) WordPress
4 1 (1.15%) Adobe Experience Manager
4 1 (1.15%) Confluence
4 1 (1.15%) Drupal
4 1 (1.15%) EPiServer
4 1 (1.15%) IIS
4 1 (1.15%) JBoss
4 1 (1.15%) Tomcat
Applications
1 5 (5.75%) Adobe Illustrator
1 5 (5.75%) Photoshop
2 3 (3.45%) Adobe After Effects
2 3 (3.45%) Adobe Creative Suite
3 1 (1.15%) InVision
3 1 (1.15%) UXPin
Business Applications
1 9 (10.34%) SAP SD
2 6 (6.90%) Magento
3 2 (2.30%) nopCommerce
4 1 (1.15%) NetSuite
4 1 (1.15%) SAP Business One
4 1 (1.15%) SAP Hybris
4 1 (1.15%) Shopify
Cloud Services
1 10 (11.49%) Amazon AWS
2 6 (6.90%) GitHub
3 4 (4.60%) Amazon EC2
4 3 (3.45%) Amazon S3
4 3 (3.45%) Google Analytics
5 2 (2.30%) CloudFront
5 2 (2.30%) Microsoft Azure
5 2 (2.30%) Serverless
6 1 (1.15%) Cloud Computing
6 1 (1.15%) IaaS
6 1 (1.15%) PaaS
Communications & Networking
1 3 (3.45%) SSL
2 1 (1.15%) Firewall
2 1 (1.15%) Internet
2 1 (1.15%) TCP/IP
Database & Business Intelligence
1 8 (9.20%) MySQL
2 6 (6.90%) SQL Server
3 3 (3.45%) Amazon DynamoDB
3 3 (3.45%) NoSQL
3 3 (3.45%) Relational Database
4 1 (1.15%) Big Data
4 1 (1.15%) MongoDB
4 1 (1.15%) Oracle Database
4 1 (1.15%) PostgreSQL
4 1 (1.15%) SQL Server 2012
4 1 (1.15%) SQL Server 2016
4 1 (1.15%) SQL Server Reporting Services
Development Applications
1 14 (16.09%) Git (software)
2 6 (6.90%) Bitbucket
2 6 (6.90%) JUnit
2 6 (6.90%) Mockito
3 4 (4.60%) Subversion
4 2 (2.30%) DbUnit
4 2 (2.30%) Jenkins
4 2 (2.30%) jMock
4 2 (2.30%) Maven
4 2 (2.30%) Mocha
4 2 (2.30%) Sinon.JS
4 2 (2.30%) SonarQube
4 2 (2.30%) Xdebug
5 1 (1.15%) Dreamweaver
5 1 (1.15%) Grunt
5 1 (1.15%) gulp
5 1 (1.15%) JIRA
5 1 (1.15%) PHPUnit
General
1 29 (33.33%) Retail
2 12 (13.79%) Marketing
3 11 (12.64%) Advertising
4 6 (6.90%) Manufacturing
5 5 (5.75%) Finance
6 4 (4.60%) Games
7 1 (1.15%) Banking
Job Titles
1 47 (54.02%) Developer
2 16 (18.39%) Web Developer
3 12 (13.79%) .NET Developer
4 9 (10.34%) Business Process Manager
4 9 (10.34%) EPoS Manager
5 8 (9.20%) Analyst
5 8 (9.20%) Business Analyst
5 8 (9.20%) Business Manager
5 8 (9.20%) Business Transformation Manager
5 8 (9.20%) Java Developer
5 8 (9.20%) Transformation Manager
6 7 (8.05%) PHP Developer
7 6 (6.90%) .NET Web Developer
7 6 (6.90%) E-Commerce Developer
7 6 (6.90%) Senior Developer
8 5 (5.75%) Front End Developer (Client-Side Developer)
8 5 (5.75%) Junior
8 5 (5.75%) Lead Developer
8 5 (5.75%) Magento Developer
8 5 (5.75%) Project Manager
Libraries, Frameworks & Software Standards
1 33 (37.93%) CSS
1 33 (37.93%) HTML
2 19 (21.84%) CSS3
3 17 (19.54%) jQuery
4 16 (18.39%) .NET
5 15 (17.24%) HTML5
6 10 (11.49%) .NET Framework
7 8 (9.20%) Razor View Engine
7 8 (9.20%) RESTful
7 8 (9.20%) Spring
8 7 (8.05%) AngularJS
8 7 (8.05%) ASP.NET
9 6 (6.90%) Hibernate
9 6 (6.90%) Node.js
10 5 (5.75%) Symfony
10 5 (5.75%) Web Services
11 4 (4.60%) JAX-RS
11 4 (4.60%) LAMP
11 4 (4.60%) Laravel
11 4 (4.60%) Twitter Bootstrap
Miscellaneous
1 17 (19.54%) FMCG
2 9 (10.34%) EPoS
3 7 (8.05%) Computer Science
3 7 (8.05%) User Experience
4 3 (3.45%) Linux Command Line
4 3 (3.45%) Social Media
5 1 (1.15%) Analytical Skills
5 1 (1.15%) Blog
5 1 (1.15%) Credit Risk
5 1 (1.15%) Data Centre
5 1 (1.15%) Enterprise Software
5 1 (1.15%) Graphic Design
5 1 (1.15%) Greenfield Project
5 1 (1.15%) Mobile Games
5 1 (1.15%) PKI
5 1 (1.15%) Xbox
Operating Systems
1 4 (4.60%) Linux
2 3 (3.45%) Ubuntu
3 2 (2.30%) Unix
4 1 (1.15%) Red Hat Enterprise Linux
Processes & Methodologies
1 29 (33.33%) Web Development
2 21 (24.14%) MVC
3 19 (21.84%) Agile Software Development
4 18 (20.69%) Stakeholder Management
5 17 (19.54%) IT Strategy
5 17 (19.54%) Process Management
6 16 (18.39%) CRM
7 12 (13.79%) Web Design
8 11 (12.64%) Front End Development
8 11 (12.64%) Scrum
9 9 (10.34%) Kanban
10 8 (9.20%) Business Transformation
10 8 (9.20%) Matrix Management
10 8 (9.20%) Matrix Organization
10 8 (9.20%) Project Management
11 7 (8.05%) SEO
11 7 (8.05%) TDD
12 6 (6.90%) BDD
12 6 (6.90%) OO
13 5 (5.75%) Analytics
Programming Languages
1 25 (28.74%) JavaScript
2 20 (22.99%) PHP
3 15 (17.24%) Java
4 12 (13.79%) C#
5 8 (9.20%) SQL
6 3 (3.45%) Python
6 3 (3.45%) Ruby
6 3 (3.45%) VB.NET
7 1 (1.15%) R
Qualifications
1 9 (10.34%) Degree
2 4 (4.60%) Computer Science Degree
2 4 (4.60%) PMP
3 3 (3.45%) PMI Certification
Quality Assurance & Compliance
1 2 (2.30%) GDPR
System Software
1 1 (1.15%) VMware Infrastructure
1 1 (1.15%) vSphere
Systems Management
1 2 (2.30%) Terraform
2 1 (1.15%) Single Sign-On
Vendors
1 19 (21.84%) SAP
2 5 (5.75%) Adobe
3 4 (4.60%) Zend
4 3 (3.45%) DevExpress
4 3 (3.45%) Google
4 3 (3.45%) Microsoft
4 3 (3.45%) Ogone
4 3 (3.45%) PayPal
5 1 (1.15%) Capita
5 1 (1.15%) Epicor
5 1 (1.15%) hybris
5 1 (1.15%) Infor
5 1 (1.15%) Oracle
5 1 (1.15%) Red Hat
5 1 (1.15%) Sage
5 1 (1.15%) Tableau
5 1 (1.15%) VMware
5 1 (1.15%) Xero