Period
to 15 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Amazon RDS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon RDS over the 6 months to 15 December 2018 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
Scotland > Edinburgh
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 143 - 132
Rank change year-on-year - +132 -
Permanent jobs citing Amazon RDS 7 0 3
As % of all permanent IT jobs advertised in Edinburgh 0.28% - 0.13%
As % of the Database & Business Intelligence category 1.06% - 0.48%
Number of salaries quoted 6 0 2
Edinburgh median annual salary £55,000 - £71,250
10th Percentile £49,750 - £67,625
90th Percentile £61,250 - £75,875
Scotland median annual salary £53,750 £36,250 £50,000
% change year-on-year +48.28% -27.50% +25.00%

Amazon RDS is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 661 889 624
As % of all permanent IT jobs advertised in Edinburgh 26.41% 33.52% 27.28%
Number of salaries quoted 467 572 463
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +9.76%
10th Percentile £27,800 £27,500 £28,950
90th Percentile £68,750 £60,000 £63,750
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +4.82%

Amazon RDS
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Amazon RDS in Edinburgh

Amazon RDS
Salary Trend in Edinburgh

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

Salary trend for Amazon RDS in Edinburgh

For the 6 months to 15 December 2018, IT jobs citing Amazon RDS 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 RDS.

1 7 (100.00%) Amazon AWS
2 6 (85.71%) Amazon EC2
2 6 (85.71%) Amazon S3
2 6 (85.71%) SQL
2 6 (85.71%) Java
2 6 (85.71%) Python
3 5 (71.43%) ETL
3 5 (71.43%) Scala
3 5 (71.43%) Apache Hive
3 5 (71.43%) Node.js
3 5 (71.43%) Big Data
3 5 (71.43%) Analytics
3 5 (71.43%) Apache Pig
3 5 (71.43%) Amazon EMR
3 5 (71.43%) Oozie
3 5 (71.43%) Apache Spark
3 5 (71.43%) AWS Lambda
3 5 (71.43%) Terraform
3 5 (71.43%) Serverless
3 5 (71.43%) Problem-Solving
4 4 (57.14%) Docker
4 4 (57.14%) Bash Shell
4 4 (57.14%) Linux
4 4 (57.14%) JavaScript
4 4 (57.14%) Ruby
5 3 (42.86%) Git (software)
5 3 (42.86%) R
5 3 (42.86%) Hadoop
5 3 (42.86%) Sqoop
5 3 (42.86%) Kafka

Amazon RDS
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 5 (71.43%) Apache Pig
1 5 (71.43%) Apache Spark
2 1 (14.29%) Apache
Cloud Services
1 7 (100.00%) Amazon AWS
2 6 (85.71%) Amazon EC2
2 6 (85.71%) Amazon S3
3 5 (71.43%) Amazon EMR
3 5 (71.43%) AWS Lambda
3 5 (71.43%) Serverless
4 3 (42.86%) Datadog
5 2 (28.57%) Amazon CloudWatch
5 2 (28.57%) Amazon ElastiCache
5 2 (28.57%) Amazon ELB
5 2 (28.57%) AWS CloudFormation
5 2 (28.57%) AWS CodePipeline
5 2 (28.57%) AWS Elastic Beanstalk
5 2 (28.57%) GitHub
5 2 (28.57%) Sumo Logic
5 2 (28.57%) Virtual Private Cloud
6 1 (14.29%) Google Cloud Platform
6 1 (14.29%) npm
Database & Business Intelligence
1 5 (71.43%) Apache Hive
1 5 (71.43%) Big Data
2 3 (42.86%) Amazon Redshift
2 3 (42.86%) Hadoop
2 3 (42.86%) Sqoop
3 1 (14.29%) Amazon DynamoDB
3 1 (14.29%) Apache Kudu
3 1 (14.29%) BigQuery
3 1 (14.29%) Couchbase
3 1 (14.29%) Data Lake
3 1 (14.29%) Data Mining
3 1 (14.29%) Data Warehouse
3 1 (14.29%) HBase
3 1 (14.29%) Impala
3 1 (14.29%) Mixpanel
3 1 (14.29%) MySQL
3 1 (14.29%) NoSQL
3 1 (14.29%) PostgreSQL
3 1 (14.29%) Presto
Development Applications
1 3 (42.86%) Git (software)
2 2 (28.57%) Atlassian Bamboo
2 2 (28.57%) Bitbucket
2 2 (28.57%) GitLab
2 2 (28.57%) Jenkins
2 2 (28.57%) Travis CI
3 1 (14.29%) gulp
3 1 (14.29%) Mercurial
3 1 (14.29%) webpack
General
1 1 (14.29%) Banking
1 1 (14.29%) Finance
Job Titles
1 3 (42.86%) AWS Consultant
1 3 (42.86%) Big Data Consultant
1 3 (42.86%) Consultant
1 3 (42.86%) Data Consultant
2 2 (28.57%) AWS Engineer
2 2 (28.57%) Cloud Consultant
2 2 (28.57%) Cloud Engineer
2 2 (28.57%) Developer
2 2 (28.57%) Junior
2 2 (28.57%) Senior Cloud Engineer
3 1 (14.29%) Angular Developer
3 1 (14.29%) Front End Developer (Client-Side Developer)
3 1 (14.29%) Node.js Developer
3 1 (14.29%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 5 (71.43%) Node.js
2 3 (42.86%) Elastic Stack
2 3 (42.86%) Kafka
3 2 (28.57%) AngularJS
3 2 (28.57%) Web Services
4 1 (14.29%) .NET
4 1 (14.29%) Angular 2
4 1 (14.29%) CSS
4 1 (14.29%) Express
4 1 (14.29%) GraphQL
4 1 (14.29%) HTML
4 1 (14.29%) Ionic Framework
4 1 (14.29%) JSON
4 1 (14.29%) RabbitMQ
4 1 (14.29%) Redux
4 1 (14.29%) RESTful
4 1 (14.29%) Spring
Miscellaneous
1 2 (28.57%) Enterprise Cloud
1 2 (28.57%) Linux Command Line
1 2 (28.57%) Public Cloud
2 1 (14.29%) Mobile App
2 1 (14.29%) Self-Motivation
2 1 (14.29%) User Experience
Operating Systems
1 4 (57.14%) Linux
Processes & Methodologies
1 5 (71.43%) Analytics
1 5 (71.43%) ETL
1 5 (71.43%) Problem-Solving
2 3 (42.86%) Data Science
3 2 (28.57%) Configuration Management
3 2 (28.57%) Deployment Automation
3 2 (28.57%) OO
3 2 (28.57%) Open Source
3 2 (28.57%) Security Patching
3 2 (28.57%) Systems Analysis
3 2 (28.57%) Task Automation
3 2 (28.57%) Test Automation
4 1 (14.29%) Big Data Analytics
4 1 (14.29%) Data Analytics
4 1 (14.29%) Data Architecture
4 1 (14.29%) Event-Driven Architecture
4 1 (14.29%) High Availability
4 1 (14.29%) MapReduce
4 1 (14.29%) Software Engineering
4 1 (14.29%) Visualisation
Programming Languages
1 6 (85.71%) Java
1 6 (85.71%) Python
1 6 (85.71%) SQL
2 5 (71.43%) Scala
3 4 (57.14%) Bash Shell
3 4 (57.14%) JavaScript
3 4 (57.14%) Ruby
4 3 (42.86%) R
5 2 (28.57%) Go
5 2 (28.57%) PHP
6 1 (14.29%) ES6
6 1 (14.29%) TypeScript
Qualifications
1 1 (14.29%) Computer Science Degree
1 1 (14.29%) Degree
System Software
1 4 (57.14%) Docker
2 3 (42.86%) HDFS
Systems Management
1 5 (71.43%) Oozie
1 5 (71.43%) Terraform
2 3 (42.86%) Kubernetes
2 3 (42.86%) Opscode Chef
3 2 (28.57%) Ansible
3 2 (28.57%) Grafana
3 2 (28.57%) Prometheus
3 2 (28.57%) Puppet
3 2 (28.57%) Sysdig
4 1 (14.29%) Consul
Vendors
1 2 (28.57%) Splunk
2 1 (14.29%) Cloudera
2 1 (14.29%) Google