Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Amazon S3 skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon S3 over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > Scotland
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 213 193 245
Rank change year-on-year -20 +52 -1
Permanent jobs citing Amazon S3 12 23 1
As % of all permanent IT jobs advertised in Scotland 0.21% 0.44% 0.016%
As % of the Cloud Services category 1.49% 4.29% 0.23%
Number of salaries quoted 10 8 1
Scotland median annual salary £45,250 £41,250 £40,000
Median salary % change year-on-year +9.70% +3.13% +33.33%
10th Percentile £38,750 £26,250 £37,500
90th Percentile £79,875 £50,000 £42,500
UK median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +22.22%

Amazon S3 is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
Scotland
Permanent vacancies with a requirement for cloud computing skills 805 536 433
As % of all permanent IT jobs advertised in Scotland 14.26% 10.33% 6.76%
Number of salaries quoted 536 351 262
Scotland median annual salary £45,000 £41,500 £40,000
Median salary % change year-on-year +8.43% +3.75% -
10th Percentile £29,000 £26,250 £27,500
90th Percentile £65,000 £60,000 £64,450
UK median annual salary £51,500 £50,000 £50,000
% change year-on-year +3.00% - +5.26%

Amazon S3
Job Vacancy Trend in Scotland

Job postings citing Amazon S3 as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Amazon S3 in Scotland

Amazon S3
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon S3 in Scotland.

Salary trend for Amazon S3 in Scotland

Amazon S3
Salary Histogram in Scotland

The salary distribution of IT jobs citing Amazon S3 in Scotland over the 6 months to 23 November 2017.

Salary histogram for Amazon S3 in Scotland

Amazon S3
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the Scotland region over the 6 months to 23 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
Edinburgh -19 6 £55,000 +69.23% 1
South Lanarkshire - 2 £43,000 -
Glasgow -28 1 £67,500 +35.00% 1
Perth and Kinross - 1 £47,500 -
Dundee - 1 - - 2
Amazon S3
UK

For the 6 months to 23 November 2017, IT jobs citing Amazon S3 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 Amazon S3.

1 12 (100.00%) Amazon AWS
2 10 (83.33%) Linux
3 7 (58.33%) Amazon EC2
4 6 (50.00%) CSS
4 6 (50.00%) HTML
4 6 (50.00%) Java
4 6 (50.00%) JavaScript
5 5 (41.67%) PHP
5 5 (41.67%) Python
5 5 (41.67%) SSL
5 5 (41.67%) Ruby
5 5 (41.67%) Web Development
5 5 (41.67%) Ansible
6 4 (33.33%) Jenkins
6 4 (33.33%) DevOps
6 4 (33.33%) SC Cleared
6 4 (33.33%) Security Cleared
6 4 (33.33%) Android
6 4 (33.33%) Microsoft Azure
6 4 (33.33%) LAMP
6 4 (33.33%) MySQL
6 4 (33.33%) Terraform
6 4 (33.33%) AWS CloudFormation
6 4 (33.33%) Linux Command Line
7 3 (25.00%) Docker Swarm
7 3 (25.00%) Elastic Stack
7 3 (25.00%) Virtual Servers
7 3 (25.00%) Photoshop
7 3 (25.00%) SQL
7 3 (25.00%) Microsoft Excel

Amazon S3
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 2 (16.67%) Apache
1 2 (16.67%) Elasticsearch
1 2 (16.67%) nginx
2 1 (8.33%) CMS
2 1 (8.33%) Confluence
2 1 (8.33%) IBM HTTP Server
2 1 (8.33%) WebSphere
2 1 (8.33%) WebSphere Application Server
Applications
1 3 (25.00%) Adobe Illustrator
1 3 (25.00%) InDesign
1 3 (25.00%) Microsoft Excel
1 3 (25.00%) Microsoft Office
1 3 (25.00%) Photoshop
Business Applications
1 1 (8.33%) assyst
Cloud Services
1 12 (100.00%) Amazon AWS
2 7 (58.33%) Amazon EC2
3 4 (33.33%) AWS CloudFormation
3 4 (33.33%) Microsoft Azure
4 2 (16.67%) CloudFront
4 2 (16.67%) GitHub
5 1 (8.33%) Amazon CloudWatch
5 1 (8.33%) Amazon ELB
5 1 (8.33%) Amazon EMR
5 1 (8.33%) AWS Lambda
5 1 (8.33%) Google Cloud Platform
5 1 (8.33%) Serverless
Communications & Networking
1 5 (41.67%) SSL
2 3 (25.00%) Firewall
2 3 (25.00%) HTTPS
2 3 (25.00%) VPN
3 2 (16.67%) SNMP
3 2 (16.67%) SSH
4 1 (8.33%) PuTTY
Database & Business Intelligence
1 4 (33.33%) MySQL
2 3 (25.00%) Amazon DynamoDB
2 3 (25.00%) MongoDB
3 2 (16.67%) NoSQL
3 2 (16.67%) PostgreSQL
4 1 (8.33%) Amazon RDS
4 1 (8.33%) Amazon Redshift
4 1 (8.33%) Apache Cassandra
4 1 (8.33%) Couchbase
4 1 (8.33%) Electronic Patient Records
4 1 (8.33%) OpenTSDB
4 1 (8.33%) Parquet
Development Applications
1 4 (33.33%) Jenkins
2 3 (25.00%) Atlassian Bamboo
2 3 (25.00%) Bitbucket
2 3 (25.00%) Dreamweaver
2 3 (25.00%) Git (software)
2 3 (25.00%) Hudson
2 3 (25.00%) Subversion
3 2 (16.67%) Mercurial
4 1 (8.33%) JIRA
General
1 2 (16.67%) Games
Job Titles
1 5 (41.67%) Developer
2 3 (25.00%) PHP Developer
2 3 (25.00%) Senior Developer
2 3 (25.00%) Senior PHP Developer
2 3 (25.00%) Web Developer
3 1 (8.33%) Administrator
3 1 (8.33%) Analyst
3 1 (8.33%) Backup Administrator
3 1 (8.33%) Consultant
3 1 (8.33%) DevOps Consultant
3 1 (8.33%) DevOps Engineer
3 1 (8.33%) Infrastructure Analyst
3 1 (8.33%) Monitoring Analyst
3 1 (8.33%) PHP Web Developer
3 1 (8.33%) Senior PHP Web Developer
3 1 (8.33%) Senior Web Developer
3 1 (8.33%) Software Engineer
3 1 (8.33%) Test Automation Engineer
3 1 (8.33%) Test Engineer
Libraries, Frameworks & Software Standards
1 6 (50.00%) CSS
1 6 (50.00%) HTML
2 4 (33.33%) LAMP
3 3 (25.00%) Ajax
3 3 (25.00%) Elastic Stack
3 3 (25.00%) jQuery
3 3 (25.00%) JSON
3 3 (25.00%) Node.js
3 3 (25.00%) Twitter Bootstrap
4 2 (16.67%) CSS3
4 2 (16.67%) HTML5
4 2 (16.67%) Ruby on Rails
5 1 (8.33%) .NET
5 1 (8.33%) Apache Flex
5 1 (8.33%) Apache Thrift
5 1 (8.33%) LEMP Stack
5 1 (8.33%) PostGIS
5 1 (8.33%) Protocol Buffers
5 1 (8.33%) React
5 1 (8.33%) Sass
Miscellaneous
1 4 (33.33%) Linux Command Line
2 2 (16.67%) Analytical Skills
3 1 (8.33%) Computer Science
3 1 (8.33%) Greenfield Project
3 1 (8.33%) Management Information System
3 1 (8.33%) User Experience
Operating Systems
1 10 (83.33%) Linux
2 4 (33.33%) Android
3 3 (25.00%) Windows
4 2 (16.67%) Windows Server
5 1 (8.33%) Apple iOS
5 1 (8.33%) Ubuntu
Processes & Methodologies
1 5 (41.67%) Web Development
2 4 (33.33%) DevOps
3 3 (25.00%) Configuration Management
3 3 (25.00%) Open Source
3 3 (25.00%) Responsive Web Design
3 3 (25.00%) Web Design
4 2 (16.67%) Project Management
4 2 (16.67%) Time Management
5 1 (8.33%) E-Commerce
5 1 (8.33%) MVC
5 1 (8.33%) Software Engineering
5 1 (8.33%) TDD
5 1 (8.33%) Test Automation
Programming Languages
1 6 (50.00%) Java
1 6 (50.00%) JavaScript
2 5 (41.67%) PHP
2 5 (41.67%) Python
2 5 (41.67%) Ruby
3 3 (25.00%) SQL
4 2 (16.67%) C#
5 1 (8.33%) Bash Shell
5 1 (8.33%) Groovy
5 1 (8.33%) PowerShell
5 1 (8.33%) Scala
Qualifications
1 4 (33.33%) SC Cleared
1 4 (33.33%) Security Cleared
2 1 (8.33%) Computer Science Degree
2 1 (8.33%) Degree
2 1 (8.33%) IBM WebSphere Certification
System Software
1 3 (25.00%) Docker
1 3 (25.00%) Virtual Servers
Systems Management
1 5 (41.67%) Ansible
2 4 (33.33%) Terraform
3 3 (25.00%) Docker Swarm
3 3 (25.00%) Kubernetes
3 3 (25.00%) Opscode Chef
3 3 (25.00%) Packer
3 3 (25.00%) Puppet
4 2 (16.67%) WMI
4 2 (16.67%) ZABBIX
5 1 (8.33%) BladeLogic
5 1 (8.33%) Capistrano
5 1 (8.33%) Kibana
5 1 (8.33%) logstash
Vendors
1 3 (25.00%) Adobe
1 3 (25.00%) Microsoft
2 2 (16.67%) VMware
3 1 (8.33%) AppDynamics
3 1 (8.33%) Google
3 1 (8.33%) HP
3 1 (8.33%) Ogone
3 1 (8.33%) Oracle
3 1 (8.33%) PayPal
3 1 (8.33%) Splunk