Period
to 19 January 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 19 January 2018 with a comparison to the same period in the previous 2 years.

E-Commerce (Electronic Commerce)
UK > Scotland
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 147 104 148
Rank change year-on-year -43 +44 -29
Permanent jobs citing E-Commerce 83 97 95
As % of all permanent IT jobs advertised in Scotland 1.49% 2.07% 1.54%
As % of the Processes & Methodologies category 1.64% 2.27% 1.70%
Number of salaries quoted 74 67 89
Scotland median annual salary £42,500 £40,000 £70,000
Median salary % change year-on-year +6.25% -42.86% +64.71%
10th Percentile £26,625 £28,750 £28,950
90th Percentile £72,500 £57,000 £87,500
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 5,064 4,279 5,592
As % of all permanent IT jobs advertised in Scotland 91.11% 91.35% 90.66%
Number of salaries quoted 3,319 2,697 3,554
Scotland median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £28,250 £29,000 £28,250
90th Percentile £66,250 £65,000 £65,000
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 19 January 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 19 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
Glasgow -65 31 £34,000 -15.00% 8
Edinburgh -9 29 £52,500 +5.00% 5
Dundee -3 12 £40,000 -
Highlands - 4 £65,000 -
South Lanarkshire - 3 £25,000 -
E-Commerce
UK

For the 6 months to 19 January 2018, 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 29 (34.94%) Agile Software Development
2 25 (30.12%) Web Development
3 23 (27.71%) HTML
4 22 (26.51%) Java
4 22 (26.51%) CSS
4 22 (26.51%) Retail
5 21 (25.30%) Scrum
5 21 (25.30%) JavaScript
6 19 (22.89%) PHP
6 19 (22.89%) SAP
7 18 (21.69%) Stakeholder Management
8 17 (20.48%) Process Management
8 17 (20.48%) Kanban
8 17 (20.48%) FMCG
8 17 (20.48%) Git (software)
8 17 (20.48%) IT Strategy
9 13 (15.66%) RESTful
9 13 (15.66%) CRM
10 12 (14.46%) Amazon AWS
10 12 (14.46%) CSS3
11 11 (13.25%) Mockito
11 11 (13.25%) BDD
11 11 (13.25%) TDD
11 11 (13.25%) Spring
11 11 (13.25%) Marketing
11 11 (13.25%) JUnit
11 11 (13.25%) Advertising
11 11 (13.25%) Project Management
12 10 (12.05%) MVC
13 9 (10.84%) EPoS

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 6 (7.23%) Apache
2 4 (4.82%) CMS
2 4 (4.82%) Tomcat
3 3 (3.61%) nginx
4 2 (2.41%) IIS
5 1 (1.20%) Adobe Experience Manager
5 1 (1.20%) Apache Spark
5 1 (1.20%) Confluence
5 1 (1.20%) Drupal
5 1 (1.20%) JBoss
5 1 (1.20%) WordPress
Applications
1 5 (6.02%) Adobe After Effects
1 5 (6.02%) Adobe Creative Suite
1 5 (6.02%) Adobe Illustrator
1 5 (6.02%) Photoshop
Business Applications
1 9 (10.84%) SAP SD
2 5 (6.02%) Magento
3 1 (1.20%) NetSuite
3 1 (1.20%) Oracle BPM
3 1 (1.20%) SAP Business One
3 1 (1.20%) SAP Hybris
3 1 (1.20%) Shopify
Cloud Services
1 12 (14.46%) Amazon AWS
2 6 (7.23%) Amazon EC2
2 6 (7.23%) GitHub
3 3 (3.61%) Amazon S3
3 3 (3.61%) Google Analytics
3 3 (3.61%) Microsoft Azure
4 2 (2.41%) CloudFront
4 2 (2.41%) Serverless
5 1 (1.20%) Heroku
5 1 (1.20%) IaaS
5 1 (1.20%) PaaS
5 1 (1.20%) SaaS
Communications & Networking
1 3 (3.61%) SSL
2 1 (1.20%) Firewall
2 1 (1.20%) TCP/IP
Database & Business Intelligence
1 5 (6.02%) MySQL
2 4 (4.82%) NoSQL
2 4 (4.82%) PostgreSQL
3 3 (3.61%) Amazon DynamoDB
3 3 (3.61%) Relational Database
4 2 (2.41%) MongoDB
5 1 (1.20%) Azure SQL Database
5 1 (1.20%) FileMaker
5 1 (1.20%) Hadoop
5 1 (1.20%) MS Access
5 1 (1.20%) SQL Server
Development Applications
1 17 (20.48%) Git (software)
2 11 (13.25%) JUnit
2 11 (13.25%) Mockito
3 7 (8.43%) DbUnit
3 7 (8.43%) Jenkins
3 7 (8.43%) jMock
3 7 (8.43%) Maven
3 7 (8.43%) SonarQube
4 6 (7.23%) Bitbucket
5 2 (2.41%) Mocha
5 2 (2.41%) Sinon.JS
6 1 (1.20%) Grunt
6 1 (1.20%) gulp
6 1 (1.20%) JIRA
6 1 (1.20%) Subversion
General
1 22 (26.51%) Retail
2 11 (13.25%) Advertising
2 11 (13.25%) Marketing
3 5 (6.02%) Finance
3 5 (6.02%) Games
4 3 (3.61%) Manufacturing
5 1 (1.20%) Banking
5 1 (1.20%) Local Government
Job Titles
1 38 (45.78%) Developer
2 13 (15.66%) Java Developer
3 10 (12.05%) Project Manager
3 10 (12.05%) Web Developer
4 9 (10.84%) Business Process Manager
4 9 (10.84%) EPoS Manager
5 8 (9.64%) Business Manager
5 8 (9.64%) Business Transformation Manager
5 8 (9.64%) Transformation Manager
6 7 (8.43%) Designer
7 6 (7.23%) UX Designer
8 5 (6.02%) Agile Project Manager
8 5 (6.02%) PHP Developer
8 5 (6.02%) UI Designer
8 5 (6.02%) UI/UX Designer
9 4 (4.82%) .NET Developer
9 4 (4.82%) Magento Developer
9 4 (4.82%) Senior Developer
10 3 (3.61%) E-Commerce Developer
10 3 (3.61%) Lead Developer
Libraries, Frameworks & Software Standards
1 23 (27.71%) HTML
2 22 (26.51%) CSS
3 13 (15.66%) RESTful
4 12 (14.46%) CSS3
5 11 (13.25%) Spring
6 8 (9.64%) HTML5
6 8 (9.64%) SOAP
7 7 (8.43%) Apache Camel
7 7 (8.43%) J2EE
7 7 (8.43%) Node.js
7 7 (8.43%) PowerMock
7 7 (8.43%) Web Services
8 6 (7.23%) Hibernate
8 6 (7.23%) jQuery
8 6 (7.23%) XML
9 5 (6.02%) .NET
10 4 (4.82%) .NET Framework
10 4 (4.82%) jOOQ
10 4 (4.82%) REST
10 4 (4.82%) Ruby on Rails
Miscellaneous
1 17 (20.48%) FMCG
2 9 (10.84%) EPoS
3 8 (9.64%) User Experience
4 3 (3.61%) Linux Command Line
5 2 (2.41%) Graphic Design
5 2 (2.41%) Virtual Team
6 1 (1.20%) Blog
6 1 (1.20%) Greenfield Project
6 1 (1.20%) PKI
6 1 (1.20%) Social Media
6 1 (1.20%) Xbox
Operating Systems
1 5 (6.02%) Linux
2 3 (3.61%) Ubuntu
3 1 (1.20%) Red Hat Enterprise Linux
3 1 (1.20%) Unix
3 1 (1.20%) Windows
Processes & Methodologies
1 29 (34.94%) Agile Software Development
2 25 (30.12%) Web Development
3 21 (25.30%) Scrum
4 18 (21.69%) Stakeholder Management
5 17 (20.48%) IT Strategy
5 17 (20.48%) Kanban
5 17 (20.48%) Process Management
6 13 (15.66%) CRM
7 11 (13.25%) BDD
7 11 (13.25%) Project Management
7 11 (13.25%) TDD
8 10 (12.05%) MVC
9 9 (10.84%) Web Design
10 8 (9.64%) Business Transformation
10 8 (9.64%) Matrix Management
10 8 (9.64%) Matrix Organization
10 8 (9.64%) OO
11 7 (8.43%) Defect Management
11 7 (8.43%) PRINCE2
11 7 (8.43%) Waterfall
Programming Languages
1 22 (26.51%) Java
2 21 (25.30%) JavaScript
3 19 (22.89%) PHP
4 8 (9.64%) C#
5 6 (7.23%) SQL
6 4 (4.82%) Python
6 4 (4.82%) Ruby
7 2 (2.41%) PHP 7
8 1 (1.20%) PL/SQL
Qualifications
1 8 (9.64%) Degree
2 7 (8.43%) PMP
3 6 (7.23%) PMI Certification
Quality Assurance & Compliance
1 2 (2.41%) GDPR
2 1 (1.20%) QA
System Software
1 3 (3.61%) VMware Infrastructure
1 3 (3.61%) vSphere
2 1 (1.20%) Docker
Systems Management
1 3 (3.61%) Terraform
2 1 (1.20%) Ansible
Vendors
1 19 (22.89%) SAP
2 6 (7.23%) Adobe
3 3 (3.61%) Google
3 3 (3.61%) Microsoft
3 3 (3.61%) Ogone
3 3 (3.61%) PayPal
3 3 (3.61%) VMware
4 1 (1.20%) Capita
4 1 (1.20%) Epicor
4 1 (1.20%) hybris
4 1 (1.20%) Infor
4 1 (1.20%) Oracle
4 1 (1.20%) Red Hat
4 1 (1.20%) Sage
4 1 (1.20%) Xero
4 1 (1.20%) Zend