Period
to 20 November 2017

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

E-Commerce (Electronic Commerce)
UK > Scotland
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 159 137 134
Rank change year-on-year -22 -3 -13
Permanent jobs citing E-Commerce 69 74 111
As % of all permanent IT jobs advertised in Scotland 1.22% 1.44% 1.72%
As % of the Processes & Methodologies category 1.35% 1.58% 1.90%
Number of salaries quoted 69 48 101
Scotland median annual salary £55,000 £38,250 £47,500
Median salary % change year-on-year +43.79% -19.47% +11.76%
10th Percentile £27,500 £27,750 £28,000
90th Percentile £90,000 £61,125 £87,500
UK median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

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 5126 4680 5852
As % of all permanent IT jobs advertised in Scotland 90.87% 91.37% 90.93%
Number of salaries quoted 3272 2839 3704
Scotland median annual salary £45,000 £44,500 £42,500
Median salary % change year-on-year +1.12% +4.71% +2.41%
10th Percentile £28,250 £28,250 £27,750
90th Percentile £66,250 £65,000 £63,750
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +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 20 November 2017.

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 20 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
Glasgow -25 31 £36,125 +3.21% 1
Edinburgh -4 24 £80,000 +60.00% 4
Dundee -1 5 £27,500 -
Highlands - 4 £65,000 -
South Lanarkshire - 1 £25,000 -
E-Commerce
UK

For the 6 months to 20 November 2017, IT jobs citing E-Commerce 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 Scotland region with a requirement for E-Commerce.

1 23 (33.33%) Agile Software Development
2 17 (24.64%) Web Services
3 16 (23.19%) HTML
3 16 (23.19%) Java
4 15 (21.74%) CSS
4 15 (21.74%) Retail
5 13 (18.84%) Scrum
5 13 (18.84%) Git (software)
6 12 (17.39%) Web Development
6 12 (17.39%) PHP
7 11 (15.94%) JavaScript
7 11 (15.94%) SAP
7 11 (15.94%) Stakeholder Management
8 10 (14.49%) Project Management
8 10 (14.49%) Process Management
8 10 (14.49%) FMCG
8 10 (14.49%) Kanban
8 10 (14.49%) IT Strategy
9 9 (13.04%) CRM
9 9 (13.04%) Banking
10 8 (11.59%) Marketing
10 8 (11.59%) Web Design
10 8 (11.59%) TOGAF
10 8 (11.59%) SOAP
10 8 (11.59%) Finance
10 8 (11.59%) EPoS
10 8 (11.59%) SAP SD
10 8 (11.59%) RESTful
10 8 (11.59%) Mobile Banking
11 7 (10.14%) CSS3

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 5 (7.25%) Apache
2 4 (5.80%) Tomcat
3 2 (2.90%) CMS
3 2 (2.90%) IIS
3 2 (2.90%) nginx
3 2 (2.90%) Umbraco
4 1 (1.45%) Adobe Experience Manager
4 1 (1.45%) Apache Spark
4 1 (1.45%) Confluence
4 1 (1.45%) Drupal
4 1 (1.45%) Elasticsearch
4 1 (1.45%) JBoss
4 1 (1.45%) WordPress
Applications
1 5 (7.25%) Adobe After Effects
1 5 (7.25%) Adobe Creative Suite
1 5 (7.25%) Adobe Illustrator
1 5 (7.25%) Photoshop
Business Applications
1 8 (11.59%) SAP SD
2 2 (2.90%) Magento
3 1 (1.45%) Oracle BPM
3 1 (1.45%) SAP Hybris
Cloud Services
1 6 (8.70%) Amazon AWS
2 4 (5.80%) Amazon EC2
2 4 (5.80%) Microsoft Azure
3 3 (4.35%) GitHub
4 2 (2.90%) Google Analytics
5 1 (1.45%) Amazon S3
5 1 (1.45%) CloudFront
5 1 (1.45%) Force.com
5 1 (1.45%) Heroku
5 1 (1.45%) IaaS
5 1 (1.45%) PaaS
5 1 (1.45%) SaaS
Communications & Networking
1 7 (10.14%) Internet
2 1 (1.45%) Firewall
2 1 (1.45%) LDAP
2 1 (1.45%) SSL
2 1 (1.45%) TCP/IP
Database & Business Intelligence
1 4 (5.80%) PostgreSQL
2 3 (4.35%) MySQL
3 2 (2.90%) Azure SQL Database
3 2 (2.90%) NoSQL
4 1 (1.45%) Amazon DynamoDB
4 1 (1.45%) FileMaker
4 1 (1.45%) Hadoop
4 1 (1.45%) MongoDB
4 1 (1.45%) MS Access
Development Applications
1 13 (18.84%) Git (software)
2 7 (10.14%) DbUnit
2 7 (10.14%) Jenkins
2 7 (10.14%) jMock
2 7 (10.14%) JUnit
2 7 (10.14%) Maven
2 7 (10.14%) Mockito
2 7 (10.14%) SonarQube
3 3 (4.35%) Bitbucket
4 1 (1.45%) Grunt
4 1 (1.45%) gulp
4 1 (1.45%) JIRA
4 1 (1.45%) Mercurial
General
1 15 (21.74%) Retail
2 9 (13.04%) Banking
3 8 (11.59%) Finance
3 8 (11.59%) Marketing
4 7 (10.14%) Telecoms
5 5 (7.25%) Games
6 4 (5.80%) Advertising
7 1 (1.45%) Local Government
7 1 (1.45%) Manufacturing
Job Titles
1 25 (36.23%) Developer
2 11 (15.94%) Architect
3 9 (13.04%) Digital Architect
3 9 (13.04%) Java Developer
4 8 (11.59%) Business Process Manager
4 8 (11.59%) EPoS Manager
4 8 (11.59%) Lead Architect
5 7 (10.14%) Designer
5 7 (10.14%) Project Manager
6 6 (8.70%) UX Designer
6 6 (8.70%) Web Developer
7 5 (7.25%) UI Designer
7 5 (7.25%) UI/UX Designer
8 4 (5.80%) PHP Developer
9 3 (4.35%) Agile Project Manager
9 3 (4.35%) Digital Project Manager
9 3 (4.35%) IT Manager
9 3 (4.35%) IT Project Manager
9 3 (4.35%) Junior
9 3 (4.35%) Technical Architect
Libraries, Frameworks & Software Standards
1 17 (24.64%) Web Services
2 16 (23.19%) HTML
3 15 (21.74%) CSS
4 8 (11.59%) RESTful
4 8 (11.59%) SOAP
5 7 (10.14%) Apache Camel
5 7 (10.14%) CSS3
5 7 (10.14%) J2EE
5 7 (10.14%) PowerMock
5 7 (10.14%) Spring
6 6 (8.70%) HTML5
6 6 (8.70%) XML
7 4 (5.80%) .NET
7 4 (5.80%) REST
8 3 (4.35%) Node.js
9 2 (2.90%) jQuery
9 2 (2.90%) Ruby on Rails
9 2 (2.90%) Sass
9 2 (2.90%) Symfony
9 2 (2.90%) Visualforce
Miscellaneous
1 10 (14.49%) FMCG
2 8 (11.59%) EPoS
2 8 (11.59%) Mobile Banking
3 7 (10.14%) Online Banking
3 7 (10.14%) User Experience
4 3 (4.35%) Virtual Team
5 2 (2.90%) Graphic Design
6 1 (1.45%) Analytical Skills
6 1 (1.45%) Computer Science
6 1 (1.45%) Linux Command Line
6 1 (1.45%) Management Information System
6 1 (1.45%) Mobile Games
6 1 (1.45%) PKI
6 1 (1.45%) Social Media
6 1 (1.45%) Xbox
Operating Systems
1 3 (4.35%) Linux
2 1 (1.45%) Red Hat Enterprise Linux
2 1 (1.45%) Ubuntu
2 1 (1.45%) Unix
2 1 (1.45%) Windows
Processes & Methodologies
1 23 (33.33%) Agile Software Development
2 13 (18.84%) Scrum
3 12 (17.39%) Web Development
4 11 (15.94%) Stakeholder Management
5 10 (14.49%) IT Strategy
5 10 (14.49%) Kanban
5 10 (14.49%) Process Management
5 10 (14.49%) Project Management
6 9 (13.04%) CRM
7 8 (11.59%) TOGAF
7 8 (11.59%) Web Design
8 7 (10.14%) BDD
8 7 (10.14%) Continuous Integration
8 7 (10.14%) SOA
8 7 (10.14%) TDD
8 7 (10.14%) UML
9 6 (8.70%) OO
10 5 (7.25%) Coaching
11 4 (5.80%) Microservices
11 4 (5.80%) MVC
Programming Languages
1 16 (23.19%) Java
2 12 (17.39%) PHP
3 11 (15.94%) JavaScript
4 5 (7.25%) C#
4 5 (7.25%) SQL
5 2 (2.90%) Apex Code
5 2 (2.90%) PHP 7
5 2 (2.90%) Python
5 2 (2.90%) Ruby
6 1 (1.45%) PL/SQL
Qualifications
1 7 (10.14%) ISEB
2 5 (7.25%) Degree
3 3 (4.35%) PMI Certification
3 3 (4.35%) PMP
4 1 (1.45%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.45%) QA
System Software
1 3 (4.35%) VMware Infrastructure
1 3 (4.35%) vSphere
2 1 (1.45%) Docker
Systems Management
1 1 (1.45%) Ansible
1 1 (1.45%) Capistrano
1 1 (1.45%) Terraform
Vendors
1 11 (15.94%) SAP
2 6 (8.70%) Adobe
3 3 (4.35%) VMware
4 2 (2.90%) Google
4 2 (2.90%) Microsoft
4 2 (2.90%) Salesforce.com
5 1 (1.45%) Capita
5 1 (1.45%) hybris
5 1 (1.45%) Ogone
5 1 (1.45%) Oracle
5 1 (1.45%) PayPal
5 1 (1.45%) Red Hat