Period
to 27 May 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 27 May 2018 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
Scotland > Edinburgh
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 139 132 -
Rank change year-on-year -7 - -
Permanent jobs citing Amazon S3 7 4 0
As % of all permanent IT jobs advertised in Edinburgh 0.27% 0.18% -
As % of the Cloud Services category 1.41% 1.56% -
Number of salaries quoted 2 4 0
Edinburgh median annual salary £62,250 £47,500 -
Median salary % change year-on-year +31.05% - -
Scotland median annual salary £42,500 £47,500 -
% change year-on-year -10.53% - -

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 495 257 178
As % of all permanent IT jobs advertised in Edinburgh 18.88% 11.58% 7.17%
Number of salaries quoted 307 184 122
Edinburgh median annual salary £50,000 £49,500 £45,000
Median salary % change year-on-year +1.01% +10.00% -
10th Percentile £31,250 £31,625 £28,525
90th Percentile £69,250 £75,000 £70,000
Scotland median annual salary £45,000 £45,000 £45,000

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

For the 6 months to 27 May 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 AWS
2 6 (85.71%) Amazon EC2
2 6 (85.71%) Python
3 4 (57.14%) SQL
3 4 (57.14%) DNS
3 4 (57.14%) Firewall
3 4 (57.14%) Amazon DynamoDB
4 3 (42.86%) Hadoop
4 3 (42.86%) Ansible
4 3 (42.86%) Docker
4 3 (42.86%) Apache Spark
4 3 (42.86%) AWS CloudFormation
4 3 (42.86%) Private Cloud
4 3 (42.86%) Public Cloud
4 3 (42.86%) Data Centre
4 3 (42.86%) Kubernetes
4 3 (42.86%) VMware
4 3 (42.86%) Open Source
4 3 (42.86%) NoSQL
5 2 (28.57%) Bash Shell
5 2 (28.57%) Software Architecture
5 2 (28.57%) OpenStack
5 2 (28.57%) DMVPN
5 2 (28.57%) Route 53
5 2 (28.57%) Big Data
5 2 (28.57%) Kafka
5 2 (28.57%) Analytics
5 2 (28.57%) Load Balancing
5 2 (28.57%) VMware Server
5 2 (28.57%) VMware Infrastructure

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 3 (42.86%) Apache Spark
2 2 (28.57%) MS Exchange
2 2 (28.57%) OpenStack
3 1 (14.29%) Apache Pig
3 1 (14.29%) Elasticsearch
3 1 (14.29%) SAS
Cloud Services
1 7 (100.00%) Amazon AWS
2 6 (85.71%) Amazon EC2
3 3 (42.86%) AWS CloudFormation
4 2 (28.57%) Amazon ElastiCache
4 2 (28.57%) Amazon EMR
4 2 (28.57%) AWS Lambda
4 2 (28.57%) Google Cloud Platform
4 2 (28.57%) Microsoft Azure
4 2 (28.57%) Route 53
4 2 (28.57%) Serverless
4 2 (28.57%) Virtual Private Cloud
5 1 (14.29%) AWS Data Pipeline
5 1 (14.29%) Cloud Computing
Communications & Networking
1 4 (57.14%) DNS
1 4 (57.14%) Firewall
2 2 (28.57%) BGP
2 2 (28.57%) DHCP
2 2 (28.57%) DMVPN
2 2 (28.57%) IPsec
2 2 (28.57%) MPLS
2 2 (28.57%) SMTP
2 2 (28.57%) SSL
2 2 (28.57%) VPN
2 2 (28.57%) WAN
3 1 (14.29%) Internet
Database & Business Intelligence
1 4 (57.14%) Amazon DynamoDB
2 3 (42.86%) Hadoop
2 3 (42.86%) NoSQL
3 2 (28.57%) Amazon Redshift
3 2 (28.57%) Big Data
4 1 (14.29%) Amazon RDS
4 1 (14.29%) Apache Hive
4 1 (14.29%) Data Warehouse
4 1 (14.29%) MongoDB
4 1 (14.29%) OpenTSDB
4 1 (14.29%) Parquet
4 1 (14.29%) PostgreSQL
4 1 (14.29%) Relational Database
4 1 (14.29%) Sqoop
Development Applications
1 2 (28.57%) Git (software)
Job Titles
1 3 (42.86%) AWS Consultant
1 3 (42.86%) Consultant
2 2 (28.57%) DevOps Engineer
2 2 (28.57%) Network Consultant
3 1 (14.29%) Cloud Consultant
3 1 (14.29%) Cloud Engineer
3 1 (14.29%) Cloud Software Engineer
3 1 (14.29%) Data Scientist
3 1 (14.29%) Machine Learning Scientist
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%) Software Engineer
3 1 (14.29%) Web Engineer
Libraries, Frameworks & Software Standards
1 2 (28.57%) Kafka
1 2 (28.57%) Web Services
2 1 (14.29%) Apache Flex
2 1 (14.29%) Apache Thrift
2 1 (14.29%) Elastic Stack
2 1 (14.29%) Natural Language Processing
2 1 (14.29%) PostGIS
2 1 (14.29%) Protocol Buffers
2 1 (14.29%) Samza
Miscellaneous
1 3 (42.86%) Data Centre
1 3 (42.86%) Private Cloud
1 3 (42.86%) Public Cloud
2 2 (28.57%) Computer Science
2 2 (28.57%) Enterprise Software
3 1 (14.29%) Analytical Mindset
3 1 (14.29%) Analytical Skills
3 1 (14.29%) Cloud Native
Operating Systems
1 2 (28.57%) Linux
1 2 (28.57%) Windows
Processes & Methodologies
1 3 (42.86%) Open Source
2 2 (28.57%) Analytics
2 2 (28.57%) Data Management
2 2 (28.57%) Data Science
2 2 (28.57%) DevOps
2 2 (28.57%) Load Balancing
2 2 (28.57%) Network Design
2 2 (28.57%) Programme Delivery
2 2 (28.57%) Software Architecture
3 1 (14.29%) Artificial Intelligence
3 1 (14.29%) Continuous Deployment
3 1 (14.29%) Customer Requirements
3 1 (14.29%) Decision-Making
3 1 (14.29%) Deployment Automation
3 1 (14.29%) Low Latency
3 1 (14.29%) Mathematics
3 1 (14.29%) Network Virtualisation
3 1 (14.29%) Predictive Analytics
3 1 (14.29%) Presales
3 1 (14.29%) Software Engineering
Programming Languages
1 6 (85.71%) Python
2 4 (57.14%) SQL
3 2 (28.57%) Bash Shell
3 2 (28.57%) PowerShell
3 2 (28.57%) Scala
4 1 (14.29%) C#
4 1 (14.29%) Java
4 1 (14.29%) Perl
4 1 (14.29%) R
4 1 (14.29%) Ruby
Qualifications
1 2 (28.57%) AWS Certification
2 1 (14.29%) Computer Science Degree
2 1 (14.29%) Degree
2 1 (14.29%) Numerate Degree
Quality Assurance & Compliance
1 2 (28.57%) GCP
System Software
1 3 (42.86%) Docker
2 2 (28.57%) Active Directory
2 2 (28.57%) HDFS
2 2 (28.57%) VMware Infrastructure
2 2 (28.57%) VMware Server
3 1 (14.29%) VMware NSX
Systems Management
1 3 (42.86%) Ansible
1 3 (42.86%) Kubernetes
2 2 (28.57%) Single Sign-On
3 1 (14.29%) Kibana
3 1 (14.29%) logstash
3 1 (14.29%) Mesos
3 1 (14.29%) Oozie
3 1 (14.29%) Opscode Chef
3 1 (14.29%) Puppet
Vendors
1 3 (42.86%) VMware
2 1 (14.29%) Cisco