Period
to 17 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 17 February 2018 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
Scotland > Edinburgh
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 145 131 -
Rank change year-on-year -14 - -
Permanent jobs citing Amazon S3 7 3 0
As % of all permanent IT jobs advertised in Edinburgh 0.26% 0.14% -
As % of the Cloud Services category 1.54% 1.32% -
Number of salaries quoted 4 2 0
Edinburgh median annual salary £68,750 £43,750 -
Median salary % change year-on-year +57.14% - -
Scotland median annual salary £43,000 £50,000 £40,000
% change year-on-year -14.00% +25.00% -

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 Edinburgh with a requirement for cloud computing skills.

All Cloud Skills
Edinburgh
Permanent vacancies with a requirement for cloud computing skills 456 227 214
As % of all permanent IT jobs advertised in Edinburgh 16.93% 10.32% 7.65%
Number of salaries quoted 278 149 139
Edinburgh median annual salary £45,000 £45,000 £41,500
Median salary % change year-on-year - +8.43% -7.78%
10th Percentile £29,625 £32,500 £29,700
90th Percentile £67,500 £72,750 £66,900
Scotland median annual salary £45,000 £43,500 £42,500
% change year-on-year +3.45% +2.35% -5.56%

Amazon S3
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Amazon S3 in Edinburgh

Amazon S3
Salary Trend in Edinburgh

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

Salary trend for Amazon S3 in Edinburgh

Amazon S3
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Amazon S3 in Edinburgh over the 6 months to 17 February 2018.

Salary histogram for Amazon S3 in Edinburgh

For the 6 months to 17 February 2018, IT jobs citing Amazon S3 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 Edinburgh region with a requirement for Amazon S3.

1 7 (100.00%) Amazon EC2
1 7 (100.00%) Amazon AWS
2 6 (85.71%) Python
2 6 (85.71%) Ansible
2 6 (85.71%) AWS CloudFormation
3 5 (71.43%) Firewall
4 4 (57.14%) Linux
4 4 (57.14%) Microsoft Azure
4 4 (57.14%) Docker
4 4 (57.14%) DevOps
4 4 (57.14%) Amazon DynamoDB
4 4 (57.14%) Kubernetes
5 3 (42.86%) Opscode Chef
5 3 (42.86%) Google Cloud Platform
5 3 (42.86%) Ruby
5 3 (42.86%) Open Source
5 3 (42.86%) Puppet
5 3 (42.86%) Java
5 3 (42.86%) VPN
5 3 (42.86%) DNS
5 3 (42.86%) Configuration Management
6 2 (28.57%) SSL
6 2 (28.57%) Data Management
6 2 (28.57%) PostgreSQL
6 2 (28.57%) VMware
6 2 (28.57%) C#
6 2 (28.57%) SQL
6 2 (28.57%) Windows
6 2 (28.57%) GCP
6 2 (28.57%) Bash Shell

Amazon S3
Co-occurring IT Skills in Edinburgh 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 (28.57%) Elasticsearch
2 1 (14.29%) Apache Spark
2 1 (14.29%) MS Exchange
2 1 (14.29%) OpenStack
Cloud Services
1 7 (100.00%) Amazon AWS
1 7 (100.00%) Amazon EC2
2 6 (85.71%) AWS CloudFormation
3 4 (57.14%) Microsoft Azure
4 3 (42.86%) Google Cloud Platform
5 2 (28.57%) Amazon ElastiCache
5 2 (28.57%) Amazon EMR
5 2 (28.57%) AWS Lambda
5 2 (28.57%) Serverless
6 1 (14.29%) Cloud Computing
6 1 (14.29%) Route 53
6 1 (14.29%) Virtual Private Cloud
Communications & Networking
1 5 (71.43%) Firewall
2 3 (42.86%) DNS
2 3 (42.86%) VPN
3 2 (28.57%) SSL
4 1 (14.29%) BGP
4 1 (14.29%) DHCP
4 1 (14.29%) DMVPN
4 1 (14.29%) Internet
4 1 (14.29%) IPsec
4 1 (14.29%) MPLS
4 1 (14.29%) SMTP
4 1 (14.29%) WAN
Database & Business Intelligence
1 4 (57.14%) Amazon DynamoDB
2 2 (28.57%) Amazon Redshift
2 2 (28.57%) NoSQL
2 2 (28.57%) OpenTSDB
2 2 (28.57%) Parquet
2 2 (28.57%) PostgreSQL
3 1 (14.29%) Apache Cassandra
3 1 (14.29%) Couchbase
3 1 (14.29%) Electronic Patient Records
3 1 (14.29%) Hadoop
3 1 (14.29%) MongoDB
Development Applications
1 2 (28.57%) Atlassian Bamboo
1 2 (28.57%) Git (software)
1 2 (28.57%) Hudson
1 2 (28.57%) Jenkins
Job Titles
1 3 (42.86%) DevOps Engineer
2 2 (28.57%) Software Engineer
3 1 (14.29%) AWS Consultant
3 1 (14.29%) Cloud Consultant
3 1 (14.29%) Cloud Engineer
3 1 (14.29%) Cloud Software Engineer
3 1 (14.29%) Consultant
3 1 (14.29%) Network Consultant
3 1 (14.29%) Operations Engineer
3 1 (14.29%) Senior Cloud Engineer
3 1 (14.29%) Senior Software Engineer
3 1 (14.29%) Senior Web Engineer
3 1 (14.29%) Web Engineer
Libraries, Frameworks & Software Standards
1 2 (28.57%) Apache Flex
1 2 (28.57%) Apache Thrift
1 2 (28.57%) Elastic Stack
1 2 (28.57%) PostGIS
1 2 (28.57%) Protocol Buffers
2 1 (14.29%) .NET
2 1 (14.29%) CSS
2 1 (14.29%) HTML
2 1 (14.29%) Kafka
2 1 (14.29%) Node.js
2 1 (14.29%) React
2 1 (14.29%) Samza
2 1 (14.29%) Web Services
Miscellaneous
1 2 (28.57%) Data Centre
1 2 (28.57%) Enterprise Software
2 1 (14.29%) Cloud Native
2 1 (14.29%) Greenfield Project
2 1 (14.29%) Private Cloud
2 1 (14.29%) Public Cloud
2 1 (14.29%) User Experience
Operating Systems
1 4 (57.14%) Linux
2 2 (28.57%) Windows
Processes & Methodologies
1 4 (57.14%) DevOps
2 3 (42.86%) Configuration Management
2 3 (42.86%) Open Source
3 2 (28.57%) Data Management
3 2 (28.57%) Software Architecture
3 2 (28.57%) Software Engineering
4 1 (14.29%) Agile Software Development
4 1 (14.29%) Continuous Deployment
4 1 (14.29%) Load Balancing
4 1 (14.29%) Low Latency
4 1 (14.29%) Network Design
4 1 (14.29%) Programme Delivery
Programming Languages
1 6 (85.71%) Python
2 3 (42.86%) Java
2 3 (42.86%) Ruby
3 2 (28.57%) Bash Shell
3 2 (28.57%) C#
3 2 (28.57%) PowerShell
3 2 (28.57%) SQL
4 1 (14.29%) JavaScript
4 1 (14.29%) Scala
Qualifications
1 1 (14.29%) AWS Certification
1 1 (14.29%) SC Cleared
1 1 (14.29%) Security Cleared
Quality Assurance & Compliance
1 2 (28.57%) GCP
System Software
1 4 (57.14%) Docker
2 2 (28.57%) VMware Server
3 1 (14.29%) Active Directory
3 1 (14.29%) HDFS
3 1 (14.29%) VMware Infrastructure
Systems Management
1 6 (85.71%) Ansible
2 4 (57.14%) Kubernetes
3 3 (42.86%) Opscode Chef
3 3 (42.86%) Puppet
4 2 (28.57%) Docker Swarm
4 2 (28.57%) Kibana
4 2 (28.57%) logstash
4 2 (28.57%) Packer
4 2 (28.57%) Terraform
5 1 (14.29%) Mesos
5 1 (14.29%) Single Sign-On
Vendors
1 2 (28.57%) VMware
2 1 (14.29%) Google