Period
to 15 August 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 15 August 2020 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
15 Aug 2020
Same period 2019 Same period 2018
Rank 691 889 1111
Rank change year-on-year +198 +222 +47
Permanent jobs citing Amazon Aurora 71 200 83
As % of all permanent jobs advertised in the UK 0.11% 0.14% 0.049%
As % of the Database & Business Intelligence category 0.41% 0.52% 0.16%
Number of salaries quoted 53 189 68
Median annual salary £72,500 £70,000 £60,000
Median salary % change year-on-year +3.57% +16.67% -
10th Percentile £39,000 £55,000 £37,500
90th Percentile £100,000 £118,750 £100,000
UK excluding London median annual salary £57,500 £62,500 £53,750
% change year-on-year -8.00% +16.28% -2.27%

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 17,116 38,697 51,093
As % of all permanent IT jobs advertised in the UK 27.56% 27.28% 30.13%
Number of salaries quoted 13,945 31,717 41,645
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £87,500 £85,000 £82,500
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +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 15 August 2020.

Salary histogram for Amazon Aurora in the UK

Amazon Aurora
Top 15 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 15 August 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 +214 63 £72,500 +3.57% 25
UK excluding London +250 38 £57,500 -8.00% 17
London +116 33 £75,000 - 11
North of England +181 10 £55,000 -18.52% 3
South East +188 7 £75,000 +20.00% 2
Yorkshire +133 6 £53,750 +22.86%
Midlands +83 5 £75,000 +36.36% 2
Work from Home +72 5 £72,500 +3.57% 4
Northern Ireland - 5 - -
North West +134 4 £55,000 -21.43% 3
South West +118 4 £32,667 -9.26% 4
East of England +112 4 £78,750 -1.56% 4
East Midlands +72 4 £75,000 - 1
Scotland +90 3 - - 1
West Midlands +68 1 - - 1

For the 6 months to 15 August 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 66 (92.96%) AWS
2 43 (60.56%) Agile Software Development
3 36 (50.70%) DevOps
4 32 (45.07%) Python
5 31 (43.66%) Amazon SQS
6 30 (42.25%) Java
7 29 (40.85%) Microservices
8 28 (39.44%) SQL
8 28 (39.44%) Docker
9 26 (36.62%) MySQL
10 24 (33.80%) Amazon S3
11 23 (32.39%) PostgreSQL
12 22 (30.99%) Azure
13 21 (29.58%) Analytics
13 21 (29.58%) Scrum
14 20 (28.17%) Linux
14 20 (28.17%) NoSQL
14 20 (28.17%) Serverless
15 19 (26.76%) AWS Lambda
15 19 (26.76%) Git (software)
15 19 (26.76%) Jenkins
15 19 (26.76%) Amazon DynamoDB
16 18 (25.35%) Amazon EC2
17 17 (23.94%) Amazon RDS
18 16 (22.54%) Fintech
18 16 (22.54%) GCP
18 16 (22.54%) Amazon Kinesis
18 16 (22.54%) Prometheus
19 15 (21.13%) Amazon Redshift
19 15 (21.13%) Big Data

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 14 (19.72%) Elasticsearch
2 13 (18.31%) Apache Spark
3 5 (7.04%) nginx
3 5 (7.04%) Tomcat
4 4 (5.63%) MS Exchange
5 1 (1.41%) Apache Pig
5 1 (1.41%) Confluence
5 1 (1.41%) JBoss
Applications
1 2 (2.82%) Microsoft Excel
1 2 (2.82%) Microsoft Office
Business Applications
1 4 (5.63%) Eikon
Cloud Services
1 66 (92.96%) AWS
2 31 (43.66%) Amazon SQS
3 24 (33.80%) Amazon S3
4 22 (30.99%) Azure
5 20 (28.17%) Serverless
6 19 (26.76%) AWS Lambda
7 18 (25.35%) Amazon EC2
8 16 (22.54%) Amazon Kinesis
8 16 (22.54%) GCP
9 14 (19.72%) Amazon CloudWatch
9 14 (19.72%) Amazon ECS
9 14 (19.72%) AWS CloudFormation
10 12 (16.90%) Amazon EKS
11 9 (12.68%) Amazon EMR
12 8 (11.27%) AWS CodePipeline
13 6 (8.45%) Amazon ElastiCache
13 6 (8.45%) Heroku
14 5 (7.04%) AWS Fargate
14 5 (7.04%) SaaS
15 4 (5.63%) Azure Data Factory
Communications & Networking
1 4 (5.63%) LAN
1 4 (5.63%) SAN
1 4 (5.63%) WAN
2 3 (4.23%) Skype
Database & Business Intelligence
1 26 (36.62%) MySQL
2 23 (32.39%) PostgreSQL
3 20 (28.17%) NoSQL
4 19 (26.76%) Amazon DynamoDB
5 17 (23.94%) Amazon RDS
6 15 (21.13%) Amazon Redshift
6 15 (21.13%) Big Data
7 13 (18.31%) Apache Cassandra
7 13 (18.31%) Redis
8 12 (16.90%) SQL Server
9 10 (14.08%) BigQuery
10 9 (12.68%) Data Warehouse
10 9 (12.68%) Hadoop
11 7 (9.86%) Looker
12 6 (8.45%) Blockchain
13 5 (7.04%) Apache Hive
13 5 (7.04%) HBase
13 5 (7.04%) MongoDB
13 5 (7.04%) Snowflake Schema
14 4 (5.63%) Spotfire
Development Applications
1 19 (26.76%) Git (software)
1 19 (26.76%) Jenkins
2 13 (18.31%) Sonatype Nexus
3 10 (14.08%) Maven
4 6 (8.45%) JUnit
4 6 (8.45%) SonarQube
5 5 (7.04%) JIRA
6 4 (5.63%) Cucumber
6 4 (5.63%) GoCD
6 4 (5.63%) Octopus Deploy
7 3 (4.23%) Bitbucket
7 3 (4.23%) Team Foundation Server
8 1 (1.41%) Atlassian Bamboo
8 1 (1.41%) Bitbucket Server
8 1 (1.41%) DbUnit
8 1 (1.41%) jMock
8 1 (1.41%) Mockito
General
1 10 (14.08%) Finance
2 6 (8.45%) Manufacturing
3 5 (7.04%) Games
4 4 (5.63%) Front Office
5 3 (4.23%) Banking
5 3 (4.23%) Marketing
5 3 (4.23%) Public Sector
6 2 (2.82%) Electronics
6 2 (2.82%) Retail
6 2 (2.82%) Telecoms
7 1 (1.41%) Corporate Banking
7 1 (1.41%) Pharmaceutical
Job Titles
1 30 (42.25%) Developer
2 9 (12.68%) Architect
3 8 (11.27%) DevOps Engineer
3 8 (11.27%) Site Reliability Engineer
4 7 (9.86%) AWS Engineer
4 7 (9.86%) Lead Developer
4 7 (9.86%) Python Developer
5 6 (8.45%) Data Engineer
6 5 (7.04%) AWS Developer
6 5 (7.04%) Data Analytics Engineer
6 5 (7.04%) Python Developer - Fintech
6 5 (7.04%) Senior Developer
6 5 (7.04%) Senior DevOps
6 5 (7.04%) Senior DevOps Engineer
7 4 (5.63%) Data Architect
7 4 (5.63%) Platform Engineer
7 4 (5.63%) Senior Architect
7 4 (5.63%) Senior Data Architect
7 4 (5.63%) Site Engineer
7 4 (5.63%) Solutions Architect
Libraries, Frameworks & Software Standards
1 15 (21.13%) Kafka
2 14 (19.72%) .NET
3 12 (16.90%) REST
3 12 (16.90%) Web Services
4 11 (15.49%) GraphQL
5 10 (14.08%) .NET Core
6 9 (12.68%) SOAP
7 8 (11.27%) Node.js
8 7 (9.86%) AngularJS
9 6 (8.45%) Django
9 6 (8.45%) Flask
9 6 (8.45%) RESTful
10 5 (7.04%) ActiveMQ
10 5 (7.04%) Apache Cordova
10 5 (7.04%) Ionic Framework
10 5 (7.04%) Lambda Expressions
11 4 (5.63%) Apache Avro
11 4 (5.63%) Elastic Stack
11 4 (5.63%) Sensu
11 4 (5.63%) WireMock
Miscellaneous
1 9 (12.68%) Mobile App
2 7 (9.86%) Analytical Skills
2 7 (9.86%) Virtual Team
3 5 (7.04%) Replication
4 4 (5.63%) Cloud Native
4 4 (5.63%) Data Centre
4 4 (5.63%) Self-Motivation
5 3 (4.23%) Greenfield Project
6 1 (1.41%) Clustering
6 1 (1.41%) Enterprise Cloud
6 1 (1.41%) Hedge funds
6 1 (1.41%) User Experience
Operating Systems
1 20 (28.17%) Linux
2 6 (8.45%) Android
3 4 (5.63%) Windows
3 4 (5.63%) Windows Server
4 2 (2.82%) Apple iOS
5 1 (1.41%) Red Hat Enterprise Linux
5 1 (1.41%) Ubuntu
Processes & Methodologies
1 43 (60.56%) Agile Software Development
2 36 (50.70%) DevOps
3 29 (40.85%) Microservices
4 21 (29.58%) Analytics
4 21 (29.58%) Scrum
5 16 (22.54%) Fintech
6 13 (18.31%) ETL
7 11 (15.49%) Continuous Integration
8 10 (14.08%) Continuous Deployment
8 10 (14.08%) Site Reliability Engineering
8 10 (14.08%) TDD
9 8 (11.27%) Deployment Automation
9 8 (11.27%) Infrastructure as Code
9 8 (11.27%) Open Source
9 8 (11.27%) Technical Debt
10 7 (9.86%) Business Intelligence
11 6 (8.45%) Computer Science
11 6 (8.45%) Cryptocurrency
11 6 (8.45%) Software Architecture
12 5 (7.04%) Use Case
Programming Languages
1 32 (45.07%) Python
2 30 (42.25%) Java
3 28 (39.44%) SQL
4 13 (18.31%) JavaScript
5 11 (15.49%) C#
5 11 (15.49%) Go
6 7 (9.86%) Java 8
7 6 (8.45%) Kotlin
8 5 (7.04%) PHP
9 4 (5.63%) R
10 2 (2.82%) C
10 2 (2.82%) Julia
10 2 (2.82%) Scala
10 2 (2.82%) VB
11 1 (1.41%) Bash Shell
11 1 (1.41%) Ruby
11 1 (1.41%) Shell Script
11 1 (1.41%) T-SQL
11 1 (1.41%) VB.NET
Qualifications
1 8 (11.27%) Degree
2 7 (9.86%) SC Cleared
2 7 (9.86%) Security Cleared
3 2 (2.82%) BC Cleared
3 2 (2.82%) BPSS Clearance
4 1 (1.41%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.41%) Data Quality
System Software
1 28 (39.44%) Docker
2 4 (5.63%) Varnish
2 4 (5.63%) vCloud
2 4 (5.63%) VMware ESXi
2 4 (5.63%) VMware NSX
3 1 (1.41%) HDFS
3 1 (1.41%) Postfix
Systems Management
1 16 (22.54%) Prometheus
2 14 (19.72%) Kubernetes
3 10 (14.08%) Grafana
4 9 (12.68%) Terraform
5 7 (9.86%) Ansible
6 5 (7.04%) Nagios
7 3 (4.23%) Kibana
8 1 (1.41%) Mesos
8 1 (1.41%) Opscode Chef
8 1 (1.41%) Packer
Vendors
1 11 (15.49%) Splunk
2 7 (9.86%) Oracle
3 5 (7.04%) Google
3 5 (7.04%) Xamarin
4 4 (5.63%) Cisco
4 4 (5.63%) Cloudera
4 4 (5.63%) Fortinet
4 4 (5.63%) Foundry
4 4 (5.63%) Microsoft
4 4 (5.63%) MicroStrategy
4 4 (5.63%) NetApp
4 4 (5.63%) Palantir
4 4 (5.63%) SAP
4 4 (5.63%) Talend
4 4 (5.63%) VMware
5 2 (2.82%) Informatica
5 2 (2.82%) Zend
6 1 (1.41%) Atlassian
6 1 (1.41%) Pega