Period
to 24 April 2019

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 24 April 2019 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
Scotland > Edinburgh
6 months to
24 Apr 2019
Same period 2018 Same period 2017
Rank 148 141 137
Rank change year-on-year -7 -4 -
Permanent jobs citing Amazon S3 8 8 2
As % of all permanent IT jobs advertised in Edinburgh 0.30% 0.30% 0.091%
As % of the Cloud Services category 1.43% 1.61% 0.81%
Number of salaries quoted 5 4 2
Edinburgh median annual salary £60,000 £68,750 £50,000
Median salary % change year-on-year -12.73% +37.50% -
10th Percentile £48,500 £56,925 £45,500
90th Percentile £67,500 £86,625 £54,500
Scotland median annual salary £62,500 £52,250 £50,000
% change year-on-year +19.62% +4.50% -

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 559 497 247
As % of all permanent IT jobs advertised in Edinburgh 21.26% 18.84% 11.26%
Number of salaries quoted 330 309 173
Edinburgh median annual salary £47,500 £49,000 £47,500
Median salary % change year-on-year -3.06% +3.16% +5.56%
10th Percentile £29,000 £29,450 £30,250
90th Percentile £68,750 £67,500 £75,000
Scotland median annual salary £46,500 £45,000 £45,000
% change year-on-year +3.33% - +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

Amazon S3
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Amazon S3 in Edinburgh over the 6 months to 24 April 2019.

Salary histogram for Amazon S3 in Edinburgh

For the 6 months to 24 April 2019, 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%) Amazon AWS
2 5 (62.50%) Amazon EC2
2 5 (62.50%) AWS Lambda
2 5 (62.50%) Serverless
3 4 (50.00%) Elasticsearch
3 4 (50.00%) Amazon Redshift
3 4 (50.00%) Analytical Skills
3 4 (50.00%) Data Centre
3 4 (50.00%) Software Engineering
3 4 (50.00%) Hadoop
3 4 (50.00%) Ruby
4 3 (37.50%) Agile Software Development
4 3 (37.50%) Python
4 3 (37.50%) Finance
4 3 (37.50%) MySQL
4 3 (37.50%) Open Source
4 3 (37.50%) Kafka
4 3 (37.50%) Amazon Kinesis
4 3 (37.50%) Apache Spark
4 3 (37.50%) Kibana
4 3 (37.50%) HDFS
5 2 (25.00%) DevOps
5 2 (25.00%) Ansible
5 2 (25.00%) Docker
5 2 (25.00%) logstash
5 2 (25.00%) Low Latency
5 2 (25.00%) SmartOS
5 2 (25.00%) Amazon EMR
5 2 (25.00%) Amazon DynamoDB
5 2 (25.00%) Amazon RDS

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 4 (50.00%) Elasticsearch
2 3 (37.50%) Apache Spark
3 1 (12.50%) Apache
3 1 (12.50%) nginx
Business Applications
1 1 (12.50%) Dynamics CRM
Cloud Services
1 8 (100.00%) Amazon AWS
2 5 (62.50%) Amazon EC2
2 5 (62.50%) AWS Lambda
2 5 (62.50%) Serverless
3 3 (37.50%) Amazon Kinesis
4 2 (25.00%) Amazon EMR
4 2 (25.00%) AWS CloudFormation
4 2 (25.00%) Cloud Computing
4 2 (25.00%) SaaS
4 2 (25.00%) Virtual Private Cloud
5 1 (12.50%) Akamai
5 1 (12.50%) Microsoft Azure
Communications & Networking
1 1 (12.50%) HTTP
1 1 (12.50%) Kerberos
1 1 (12.50%) Remote Desktop
1 1 (12.50%) TCP/IP
1 1 (12.50%) Wireshark
Database & Business Intelligence
1 4 (50.00%) Amazon Redshift
1 4 (50.00%) Hadoop
2 3 (37.50%) MySQL
3 2 (25.00%) Amazon DynamoDB
3 2 (25.00%) Amazon RDS
3 2 (25.00%) OpenTSDB
3 2 (25.00%) Parquet
3 2 (25.00%) PostgreSQL
4 1 (12.50%) Apache Hive
4 1 (12.50%) Big Data
4 1 (12.50%) Impala
4 1 (12.50%) QlikView
4 1 (12.50%) Sqoop
Development Applications
1 2 (25.00%) Git (software)
2 1 (12.50%) Fiddler
2 1 (12.50%) Jenkins
2 1 (12.50%) Mercurial
2 1 (12.50%) Visual Studio Team System
General
1 3 (37.50%) Finance
2 1 (12.50%) Banking
Job Titles
1 2 (25.00%) Cloud Engineer
1 2 (25.00%) Operations Team Leader
1 2 (25.00%) Senior Cloud Engineer
1 2 (25.00%) Senior Software Engineer
1 2 (25.00%) Senior Web Engineer
1 2 (25.00%) Software Engineer
1 2 (25.00%) Team Leader
1 2 (25.00%) Web Engineer
2 1 (12.50%) Angular Developer
2 1 (12.50%) AWS Engineer
2 1 (12.50%) Cloud Software Engineer
2 1 (12.50%) Data Engineer
2 1 (12.50%) Developer
2 1 (12.50%) Lead DevOps
2 1 (12.50%) Node.js Developer
2 1 (12.50%) Operations Engineer
2 1 (12.50%) Senior Operations Engineer
2 1 (12.50%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (37.50%) Kafka
2 2 (25.00%) Apache Flex
2 2 (25.00%) Apache Thrift
2 2 (25.00%) Elastic Stack
2 2 (25.00%) PostGIS
2 2 (25.00%) Protocol Buffers
2 2 (25.00%) RabbitMQ
2 2 (25.00%) Ruby on Rails
2 2 (25.00%) Samza
3 1 (12.50%) AngularJS
3 1 (12.50%) Express
3 1 (12.50%) GraphQL
3 1 (12.50%) Node.js
3 1 (12.50%) OAuth
3 1 (12.50%) OAuth2
3 1 (12.50%) OpenID
3 1 (12.50%) Redux
3 1 (12.50%) SAML
Miscellaneous
1 4 (50.00%) Analytical Skills
1 4 (50.00%) Data Centre
2 2 (25.00%) Cloud Native
2 2 (25.00%) Private Cloud
Operating Systems
1 2 (25.00%) SmartOS
2 1 (12.50%) Linux
Processes & Methodologies
1 4 (50.00%) Software Engineering
2 3 (37.50%) Agile Software Development
2 3 (37.50%) Open Source
3 2 (25.00%) Coaching
3 2 (25.00%) Continuous Delivery
3 2 (25.00%) Continuous Deployment
3 2 (25.00%) Decision-Making
3 2 (25.00%) DevOps
3 2 (25.00%) ETL
3 2 (25.00%) Line Management
3 2 (25.00%) Low Latency
3 2 (25.00%) Mentoring
3 2 (25.00%) Tech Ops
4 1 (12.50%) API Development
4 1 (12.50%) Business Intelligence
4 1 (12.50%) Cloud Operations
4 1 (12.50%) Creative Thinking
4 1 (12.50%) Microservices
4 1 (12.50%) Problem-Solving
4 1 (12.50%) SDLC
Programming Languages
1 4 (50.00%) Ruby
2 3 (37.50%) Python
3 2 (25.00%) C#
3 2 (25.00%) Java
3 2 (25.00%) SQL
4 1 (12.50%) JavaScript
4 1 (12.50%) PL/SQL
Qualifications
1 1 (12.50%) Computer Science Degree
1 1 (12.50%) Degree
Quality Assurance & Compliance
1 1 (12.50%) GDPR
System Software
1 3 (37.50%) HDFS
2 2 (25.00%) Docker
3 1 (12.50%) Active Directory
Systems Management
1 3 (37.50%) Kibana
2 2 (25.00%) Ansible
2 2 (25.00%) logstash
2 2 (25.00%) Mesos
2 2 (25.00%) Puppet
3 1 (12.50%) Hadoop YARN
Vendors
1 2 (25.00%) Microsoft
2 1 (12.50%) Informatica
2 1 (12.50%) Okta
2 1 (12.50%) Oracle
2 1 (12.50%) Salesforce.com
2 1 (12.50%) Splunk