Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
Scotland > Edinburgh
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 140 141 139
Rank change year-on-year +1 -2 -
Permanent jobs citing Amazon S3 8 6 4
As % of all permanent IT jobs advertised in Edinburgh 0.32% 0.24% 0.16%
As % of the Cloud Services category 1.65% 1.75% 1.84%
Number of salaries quoted 6 6 3
Edinburgh median annual salary £56,250 £42,500 £27,500
Median salary % change year-on-year +32.35% +54.55% -
10th Percentile £52,500 £38,750 £26,250
90th Percentile £62,500 £48,750 £43,750
Scotland median annual salary £56,250 £42,750 £27,500
% change year-on-year +31.58% +55.45% -26.67%

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 485 342 217
As % of all permanent IT jobs advertised in Edinburgh 19.16% 13.61% 8.66%
Number of salaries quoted 292 235 141
Edinburgh median annual salary £52,500 £50,000 £41,500
Median salary % change year-on-year +5.00% +20.48% -7.78%
10th Percentile £31,250 £32,500 £26,250
90th Percentile £75,000 £73,250 £65,000
Scotland median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +12.50% -5.88%

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 15 August 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 8 (100.00%) Python
1 8 (100.00%) Amazon AWS
2 7 (87.50%) Amazon EC2
2 7 (87.50%) Scala
2 7 (87.50%) Big Data
2 7 (87.50%) SQL
2 7 (87.50%) Analytics
2 7 (87.50%) Apache Spark
3 6 (75.00%) Apache Pig
3 6 (75.00%) Amazon EMR
3 6 (75.00%) Amazon RDS
3 6 (75.00%) Oozie
3 6 (75.00%) AWS Lambda
3 6 (75.00%) Serverless
3 6 (75.00%) ETL
3 6 (75.00%) Apache Hive
4 5 (62.50%) Hadoop
4 5 (62.50%) Java
4 5 (62.50%) Data Science
4 5 (62.50%) Problem-Solving
5 4 (50.00%) Kubernetes
5 4 (50.00%) Public Cloud
5 4 (50.00%) Terraform
5 4 (50.00%) Docker
5 4 (50.00%) Sqoop
5 4 (50.00%) Amazon Redshift
5 4 (50.00%) HDFS
5 4 (50.00%) Ruby
5 4 (50.00%) Bash Shell
5 4 (50.00%) R

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 7 (87.50%) Apache Spark
2 6 (75.00%) Apache Pig
3 1 (12.50%) Apache
3 1 (12.50%) MS Exchange
3 1 (12.50%) OpenStack
3 1 (12.50%) SAS
Cloud Services
1 8 (100.00%) Amazon AWS
2 7 (87.50%) Amazon EC2
3 6 (75.00%) Amazon EMR
3 6 (75.00%) AWS Lambda
3 6 (75.00%) Serverless
4 3 (37.50%) Virtual Private Cloud
5 2 (25.00%) Amazon CloudWatch
5 2 (25.00%) Amazon ElastiCache
5 2 (25.00%) Amazon ELB
5 2 (25.00%) AWS CloudFormation
5 2 (25.00%) AWS CodePipeline
5 2 (25.00%) AWS Elastic Beanstalk
5 2 (25.00%) Datadog
5 2 (25.00%) GitHub
5 2 (25.00%) Sumo Logic
6 1 (12.50%) AWS Data Pipeline
6 1 (12.50%) Google Cloud Platform
6 1 (12.50%) Microsoft Azure
6 1 (12.50%) Route 53
Communications & Networking
1 1 (12.50%) BGP
1 1 (12.50%) DHCP
1 1 (12.50%) DMVPN
1 1 (12.50%) DNS
1 1 (12.50%) Firewall
1 1 (12.50%) IPsec
1 1 (12.50%) MPLS
1 1 (12.50%) SMTP
1 1 (12.50%) VPN
1 1 (12.50%) WAN
Database & Business Intelligence
1 7 (87.50%) Big Data
2 6 (75.00%) Amazon RDS
2 6 (75.00%) Apache Hive
3 5 (62.50%) Hadoop
4 4 (50.00%) Amazon Redshift
4 4 (50.00%) Sqoop
5 2 (25.00%) Amazon DynamoDB
5 2 (25.00%) Data Warehouse
5 2 (25.00%) NoSQL
6 1 (12.50%) Apache Kudu
6 1 (12.50%) BigQuery
6 1 (12.50%) Data Lake
6 1 (12.50%) Data Mining
6 1 (12.50%) HBase
6 1 (12.50%) Impala
6 1 (12.50%) MongoDB
6 1 (12.50%) Presto
6 1 (12.50%) Relational Database
Development Applications
1 2 (25.00%) Atlassian Bamboo
1 2 (25.00%) Bitbucket
1 2 (25.00%) Git (software)
1 2 (25.00%) GitLab
1 2 (25.00%) Jenkins
1 2 (25.00%) Travis CI
Job Titles
1 5 (62.50%) AWS Consultant
1 5 (62.50%) Consultant
2 3 (37.50%) Big Data Consultant
2 3 (37.50%) Data Consultant
3 2 (25.00%) AWS Engineer
3 2 (25.00%) Cloud Consultant
3 2 (25.00%) Cloud Engineer
3 2 (25.00%) Junior
3 2 (25.00%) Senior Cloud Engineer
4 1 (12.50%) Data Scientist
4 1 (12.50%) Machine Learning Scientist
4 1 (12.50%) Network Consultant
4 1 (12.50%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 4 (50.00%) Kafka
1 4 (50.00%) Node.js
2 3 (37.50%) Web Services
3 2 (25.00%) Elastic Stack
4 1 (12.50%) Natural Language Processing
Miscellaneous
1 4 (50.00%) Public Cloud
2 2 (25.00%) Computer Science
2 2 (25.00%) Enterprise Cloud
2 2 (25.00%) Linux Command Line
2 2 (25.00%) Private Cloud
3 1 (12.50%) Analytical Mindset
3 1 (12.50%) Analytical Skills
3 1 (12.50%) Data Centre
3 1 (12.50%) Self-Motivation
Operating Systems
1 3 (37.50%) Linux
Processes & Methodologies
1 7 (87.50%) Analytics
2 6 (75.00%) ETL
3 5 (62.50%) Data Science
3 5 (62.50%) Problem-Solving
4 2 (25.00%) Configuration Management
4 2 (25.00%) Customer Requirements
4 2 (25.00%) Deployment Automation
4 2 (25.00%) MapReduce
4 2 (25.00%) OO
4 2 (25.00%) Security Patching
4 2 (25.00%) Systems Analysis
4 2 (25.00%) Task Automation
4 2 (25.00%) Test Automation
5 1 (12.50%) Data Architecture
5 1 (12.50%) Data Modelling
5 1 (12.50%) Load Balancing
5 1 (12.50%) Mathematics
5 1 (12.50%) Migration
5 1 (12.50%) Network Virtualisation
5 1 (12.50%) Predictive Analytics
Programming Languages
1 8 (100.00%) Python
2 7 (87.50%) Scala
2 7 (87.50%) SQL
3 5 (62.50%) Java
4 4 (50.00%) Bash Shell
4 4 (50.00%) R
4 4 (50.00%) Ruby
5 2 (25.00%) Go
5 2 (25.00%) JavaScript
5 2 (25.00%) PHP
6 1 (12.50%) Perl
Qualifications
1 1 (12.50%) AWS Certification
1 1 (12.50%) Computer Science Degree
1 1 (12.50%) Degree
1 1 (12.50%) Numerate Degree
Quality Assurance & Compliance
1 1 (12.50%) GCP
System Software
1 4 (50.00%) Docker
1 4 (50.00%) HDFS
2 1 (12.50%) Active Directory
2 1 (12.50%) VMware Infrastructure
2 1 (12.50%) VMware NSX
Systems Management
1 6 (75.00%) Oozie
2 4 (50.00%) Kubernetes
2 4 (50.00%) Terraform
3 2 (25.00%) Ansible
3 2 (25.00%) Grafana
3 2 (25.00%) Opscode Chef
3 2 (25.00%) Prometheus
3 2 (25.00%) Puppet
3 2 (25.00%) Sysdig
4 1 (12.50%) Single Sign-On
Vendors
1 2 (25.00%) Splunk
2 1 (12.50%) Cisco
2 1 (12.50%) Cloudera
2 1 (12.50%) Google
2 1 (12.50%) VMware