Period
to 22 October 2020

The following table provides summary statistics for permanent job vacancies with a requirement for Amazon Aurora skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Aurora over the 6 months to 22 October 2020 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
22 Oct 2020
Same period 2019 Same period 2018
Rank 638 818 1088
Rank change year-on-year +180 +270 +85
Permanent jobs citing Amazon Aurora 50 247 93
As % of all permanent jobs advertised in the UK 0.10% 0.18% 0.056%
As % of the Database & Business Intelligence category 0.36% 0.66% 0.19%
Number of salaries quoted 42 238 68
Median annual salary £75,000 £75,000 £62,500
Median salary % change year-on-year - +20.00% +4.17%
10th Percentile £31,986 £55,000 £37,500
90th Percentile £95,000 £122,500 £88,875
UK excluding London median annual salary £75,000 £69,500 £58,000
% change year-on-year +7.91% +19.83% +5.45%

Amazon Aurora 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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 13,943 37,169 48,866
As % of all permanent IT jobs advertised in the UK 28.47% 27.17% 29.65%
Number of salaries quoted 11,750 30,536 39,873
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +4.17%
10th Percentile £33,750 £31,250 £31,250
90th Percentile £88,750 £86,250 £82,500
UK excluding London median annual salary £48,000 £45,000 £45,000
% change year-on-year +6.67% - +5.88%

Amazon Aurora
Job Vacancy Trend

Job postings citing Amazon Aurora as a proportion of all IT jobs advertised.

Job vacancy trend for Amazon Aurora in the UK

Amazon Aurora
Salary Trend

3-month moving average salary quoted in jobs citing Amazon Aurora.

Salary trend for Amazon Aurora in the UK

Amazon Aurora
Salary Histogram

Salary distribution for jobs citing Amazon Aurora over the 6 months to 22 October 2020.

Salary histogram for Amazon Aurora in the UK

Amazon Aurora
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Aurora within the UK over the 6 months to 22 October 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +184 49 £75,000 - 19
UK excluding London +286 26 £75,000 +7.91% 11
London +101 23 £75,000 -14.29% 10
Midlands +98 8 £75,000 +25.00% 1
South West +117 7 £32,667 -44.65% 1
East Midlands +85 7 £75,000 -
South East +217 5 £77,000 +10.00% 3
East of England +143 3 £75,000 -6.25%
Work from Home +20 3 £87,500 +25.00% 4
North of England +166 2 £55,000 -21.43% 4
North West +124 2 £55,000 -21.43% 4
Scotland +89 1 - -
West Midlands +81 1 £75,000 +36.36% 1

For the 6 months to 22 October 2020, IT jobs citing Amazon Aurora 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 with a requirement for Amazon Aurora.

1 44 (88.00%) AWS
2 26 (52.00%) DevOps
3 25 (50.00%) Microservices
3 25 (50.00%) Agile Software Development
4 24 (48.00%) MySQL
5 21 (42.00%) Amazon S3
6 19 (38.00%) Python
6 19 (38.00%) Scrum
7 18 (36.00%) Amazon Redshift
7 18 (36.00%) Serverless
8 17 (34.00%) AWS Lambda
8 17 (34.00%) Amazon SQS
9 16 (32.00%) Docker
9 16 (32.00%) Analytics
9 16 (32.00%) ETL
10 15 (30.00%) PostgreSQL
10 15 (30.00%) NoSQL
11 14 (28.00%) Big Data
12 13 (26.00%) Azure
12 13 (26.00%) Data Warehouse
12 13 (26.00%) Java
12 13 (26.00%) GraphQL
13 12 (24.00%) Finance
13 12 (24.00%) REST
13 12 (24.00%) Amazon DynamoDB
13 12 (24.00%) Apache Spark
14 11 (22.00%) Analytical Skills
14 11 (22.00%) Git (software)
14 11 (22.00%) SQL
14 11 (22.00%) Web Services

Amazon Aurora
Co-occurring IT Skills 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 12 (24.00%) Apache Spark
2 8 (16.00%) nginx
3 7 (14.00%) Tomcat
4 6 (12.00%) Elasticsearch
5 2 (4.00%) MS Exchange
6 1 (2.00%) Apache Pig
Applications
1 5 (10.00%) Microsoft Excel
1 5 (10.00%) Microsoft Office
Business Applications
1 4 (8.00%) Eikon
Cloud Services
1 44 (88.00%) AWS
2 21 (42.00%) Amazon S3
3 18 (36.00%) Serverless
4 17 (34.00%) Amazon SQS
4 17 (34.00%) AWS Lambda
5 13 (26.00%) Azure
6 11 (22.00%) Amazon ECS
6 11 (22.00%) Amazon EKS
7 10 (20.00%) Amazon EC2
8 9 (18.00%) Amazon CloudWatch
8 9 (18.00%) Amazon Kinesis
8 9 (18.00%) GCP
8 9 (18.00%) SaaS
9 8 (16.00%) AWS CloudFormation
10 7 (14.00%) Amazon EMR
11 6 (12.00%) AWS CodePipeline
12 4 (8.00%) Azure Data Factory
12 4 (8.00%) Datadog
13 3 (6.00%) Heroku
14 2 (4.00%) AWS Elastic Beanstalk
Communications & Networking
1 2 (4.00%) LAN
1 2 (4.00%) SAN
1 2 (4.00%) WAN
2 1 (2.00%) Skype
Database & Business Intelligence
1 24 (48.00%) MySQL
2 18 (36.00%) Amazon Redshift
3 15 (30.00%) NoSQL
3 15 (30.00%) PostgreSQL
4 14 (28.00%) Big Data
5 13 (26.00%) Data Warehouse
6 12 (24.00%) Amazon DynamoDB
7 9 (18.00%) BigQuery
7 9 (18.00%) Hadoop
8 8 (16.00%) Redis
9 7 (14.00%) Amazon RDS
9 7 (14.00%) Snowflake Schema
10 6 (12.00%) SQL Server
11 5 (10.00%) HBase
11 5 (10.00%) MongoDB
11 5 (10.00%) MS Access
12 4 (8.00%) Apache Cassandra
12 4 (8.00%) Flink
13 3 (6.00%) Apache Hive
13 3 (6.00%) Looker
Development Applications
1 11 (22.00%) Git (software)
2 9 (18.00%) Jenkins
3 7 (14.00%) JIRA
4 4 (8.00%) GoCD
4 4 (8.00%) Sonatype Nexus
5 3 (6.00%) Bitbucket
5 3 (6.00%) JUnit
5 3 (6.00%) Maven
6 1 (2.00%) Bitbucket Server
6 1 (2.00%) Cucumber
6 1 (2.00%) DbUnit
6 1 (2.00%) GitLab
6 1 (2.00%) jMock
6 1 (2.00%) Mockito
6 1 (2.00%) SonarQube
General
1 12 (24.00%) Finance
2 7 (14.00%) Public Sector
3 4 (8.00%) Front Office
3 4 (8.00%) Manufacturing
4 3 (6.00%) Marketing
5 2 (4.00%) Banking
5 2 (4.00%) Electronics
5 2 (4.00%) Telecoms
6 1 (2.00%) Games
6 1 (2.00%) Law
6 1 (2.00%) Pharmaceutical
6 1 (2.00%) Retail
Job Titles
1 18 (36.00%) Developer
2 11 (22.00%) Architect
3 6 (12.00%) Solutions Architect
4 5 (10.00%) Data Warehouse Developer
4 5 (10.00%) Lead Developer
5 4 (8.00%) Data Architect
5 4 (8.00%) Data Engineer
5 4 (8.00%) DevOps Engineer
5 4 (8.00%) Full Stack Developer
5 4 (8.00%) Platform Engineer
5 4 (8.00%) Senior Architect
5 4 (8.00%) Senior Data Architect
5 4 (8.00%) Senior DevOps
5 4 (8.00%) Senior DevOps Engineer
5 4 (8.00%) Senior Platform Engineer
5 4 (8.00%) Site Reliability Engineer
6 3 (6.00%) Data Analytics Engineer
6 3 (6.00%) Senior Solutions Architect
6 3 (6.00%) Site Engineer
7 2 (4.00%) Senior DBA
Libraries, Frameworks & Software Standards
1 13 (26.00%) GraphQL
2 12 (24.00%) REST
3 11 (22.00%) Web Services
4 10 (20.00%) SOAP
5 8 (16.00%) Kafka
6 7 (14.00%) Apache Avro
6 7 (14.00%) JSON
6 7 (14.00%) Node.js
7 6 (12.00%) Lambda Expressions
8 5 (10.00%) .NET
8 5 (10.00%) .NET Core
8 5 (10.00%) AngularJS
8 5 (10.00%) Apache Cordova
8 5 (10.00%) Ionic Framework
9 4 (8.00%) Elastic Stack
9 4 (8.00%) Sensu
10 3 (6.00%) ActiveMQ
10 3 (6.00%) React
10 3 (6.00%) RESTful
11 2 (4.00%) Zend Framework
Miscellaneous
1 11 (22.00%) Analytical Skills
2 8 (16.00%) Replication
3 7 (14.00%) Cloud Native
3 7 (14.00%) Mobile App
3 7 (14.00%) Self-Motivation
4 5 (10.00%) Public Cloud
5 3 (6.00%) User Experience
5 3 (6.00%) Virtual Team
6 2 (4.00%) CMDB
6 2 (4.00%) Data Centre
6 2 (4.00%) FMCG
7 1 (2.00%) Algorithms
7 1 (2.00%) Clustering
7 1 (2.00%) Data Structures
7 1 (2.00%) Enterprise Cloud
7 1 (2.00%) Greenfield Project
7 1 (2.00%) Hedge funds
7 1 (2.00%) Linux Command Line
Operating Systems
1 10 (20.00%) Linux
2 2 (4.00%) Android
2 2 (4.00%) Apple iOS
2 2 (4.00%) Windows
2 2 (4.00%) Windows Server
3 1 (2.00%) Unix
Processes & Methodologies
1 26 (52.00%) DevOps
2 25 (50.00%) Agile Software Development
2 25 (50.00%) Microservices
3 19 (38.00%) Scrum
4 16 (32.00%) Analytics
4 16 (32.00%) ETL
5 9 (18.00%) Open Source
5 9 (18.00%) Use Case
6 8 (16.00%) Fintech
7 7 (14.00%) Configuration Management
7 7 (14.00%) Data Extraction
7 7 (14.00%) Data Modelling
7 7 (14.00%) IT Strategy
7 7 (14.00%) MapReduce
7 7 (14.00%) Software Architecture
8 6 (12.00%) Deployment Automation
8 6 (12.00%) Software Engineering
9 5 (10.00%) Data Science
9 5 (10.00%) Decision-Making
9 5 (10.00%) Site Reliability Engineering
Programming Languages
1 19 (38.00%) Python
2 13 (26.00%) Java
3 11 (22.00%) SQL
4 8 (16.00%) Go
4 8 (16.00%) JavaScript
5 6 (12.00%) PHP
6 5 (10.00%) C#
6 5 (10.00%) Ruby
6 5 (10.00%) VB
7 3 (6.00%) Bash Shell
7 3 (6.00%) C
8 2 (4.00%) Java 8
8 2 (4.00%) Kotlin
8 2 (4.00%) PowerShell
8 2 (4.00%) R
9 1 (2.00%) C++
9 1 (2.00%) Scala
9 1 (2.00%) Shell Script
Qualifications
1 7 (14.00%) SC Cleared
1 7 (14.00%) Security Cleared
2 3 (6.00%) Degree
3 2 (4.00%) Computer Science Degree
System Software
1 16 (32.00%) Docker
2 7 (14.00%) Varnish
3 2 (4.00%) vCloud
3 2 (4.00%) VMware ESXi
3 2 (4.00%) VMware NSX
4 1 (2.00%) HDFS
4 1 (2.00%) Postfix
Systems Management
1 9 (18.00%) Kubernetes
2 6 (12.00%) Ansible
2 6 (12.00%) Terraform
3 5 (10.00%) Nagios
3 5 (10.00%) Prometheus
4 3 (6.00%) Grafana
5 1 (2.00%) Mesos
5 1 (2.00%) Packer
Vendors
1 8 (16.00%) Google
1 8 (16.00%) Oracle
2 7 (14.00%) Splunk
3 5 (10.00%) Talend
4 4 (8.00%) Cloudera
4 4 (8.00%) Foundry
4 4 (8.00%) Palantir
5 2 (4.00%) Cisco
5 2 (4.00%) Fortinet
5 2 (4.00%) Microsoft
5 2 (4.00%) MicroStrategy
5 2 (4.00%) NetApp
5 2 (4.00%) SAP
5 2 (4.00%) VMware
5 2 (4.00%) Zend
6 1 (2.00%) Atlassian
6 1 (2.00%) Xamarin