Period
to 7 March 2021

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 7 March 2021 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
7 Mar 2021
Same period 2020 Same period 2019
Rank 741 823 995
Rank change year-on-year +82 +172 +173
Permanent jobs citing Amazon Aurora 84 184 114
As % of all permanent jobs advertised in the UK 0.11% 0.15% 0.077%
As % of the Database & Business Intelligence category 0.42% 0.56% 0.27%
Number of salaries quoted 72 164 106
Median annual salary £86,250 £80,000 £67,500
Median salary % change year-on-year +7.81% +18.52% +50.00%
10th Percentile £48,875 £48,950 £40,625
90th Percentile £132,500 £122,500 £90,000
UK excluding London median annual salary £67,500 £61,401 £57,500
% change year-on-year +9.93% +6.78% +35.29%

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 20,189 32,807 42,719
As % of all permanent IT jobs advertised in the UK 26.72% 27.02% 28.78%
Number of salaries quoted 16,621 27,054 35,523
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +5.00%
10th Percentile £33,750 £32,500 £31,250
90th Percentile £87,500 £88,750 £85,000
UK excluding London median annual salary £49,000 £45,000 £45,000
% change year-on-year +8.89% - +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 7 March 2021.

Salary histogram for Amazon Aurora in the UK

Amazon Aurora
Top 14 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 7 March 2021. 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 +91 80 £85,000 +6.25% 36
London +101 56 £95,000 +8.57% 16
UK excluding London +96 26 £67,500 +9.93% 22
South East +118 13 £67,500 -15.63% 5
Work from Home -104 8 £77,500 +29.17% 5
Midlands +38 4 £75,000 - 2
South West +31 4 £38,833 -37.67% 5
East Midlands +33 3 - -
Wales +35 2 - - 1
East of England +84 1 £75,000 -6.25% 2
North of England +53 1 - - 6
North West +47 1 - - 3
West Midlands +34 1 £75,000 - 2
Scotland +21 1 - - 1

For the 6 months to 7 March 2021, 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 78 (92.86%) AWS
2 53 (63.10%) MySQL
3 50 (59.52%) Python
4 49 (58.33%) Microservices
5 48 (57.14%) PostgreSQL
5 48 (57.14%) AWS Lambda
5 48 (57.14%) Serverless
6 44 (52.38%) Agile Software Development
7 41 (48.81%) Amazon EC2
8 40 (47.62%) SQL
8 40 (47.62%) Software Engineering
9 39 (46.43%) Java
10 38 (45.24%) Oracle
10 38 (45.24%) Finance
11 37 (44.05%) Relational Database
12 36 (42.86%) Amazon ECS
13 34 (40.48%) SQL Server
14 31 (36.90%) Web Services
15 29 (34.52%) Banking
15 29 (34.52%) Asset Management
16 28 (33.33%) Pricing Data
16 28 (33.33%) gRPC
16 28 (33.33%) Project Delivery
16 28 (33.33%) Data Management
16 28 (33.33%) Enterprise Data Management
16 28 (33.33%) Sybase
16 28 (33.33%) RDBMS
16 28 (33.33%) Hedge funds
16 28 (33.33%) Investment Management
17 24 (28.57%) DevOps

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 5 (5.95%) nginx
2 4 (4.76%) Tomcat
3 3 (3.57%) Adobe Experience Manager
3 3 (3.57%) Confluence
3 3 (3.57%) Elasticsearch
4 2 (2.38%) Apache
4 2 (2.38%) Apache Spark
5 1 (1.19%) JBoss
5 1 (1.19%) WebLogic
5 1 (1.19%) WebSphere
Applications
1 2 (2.38%) Microsoft Excel
1 2 (2.38%) Microsoft Office
2 1 (1.19%) Adobe Creative Suite
2 1 (1.19%) Figma
Business Applications
1 2 (2.38%) Remedy ITSM
Cloud Services
1 78 (92.86%) AWS
2 48 (57.14%) AWS Lambda
2 48 (57.14%) Serverless
3 41 (48.81%) Amazon EC2
4 36 (42.86%) Amazon ECS
5 11 (13.10%) Amazon S3
6 10 (11.90%) Amazon EKS
6 10 (11.90%) AWS Fargate
6 10 (11.90%) SaaS
7 9 (10.71%) Amazon SQS
8 8 (9.52%) Azure
9 7 (8.33%) Amazon ElastiCache
10 5 (5.95%) Amazon Cognito
10 5 (5.95%) CloudFront
11 4 (4.76%) Amazon CloudWatch
11 4 (4.76%) AWS CloudFormation
11 4 (4.76%) Cloud Computing
11 4 (4.76%) Virtual Private Cloud
12 3 (3.57%) AWS CloudTrail
12 3 (3.57%) GCP
Communications & Networking
1 2 (2.38%) DNS
1 2 (2.38%) HTTP
1 2 (2.38%) TCP/IP
2 1 (1.19%) eduroam
2 1 (1.19%) Internet
2 1 (1.19%) Network Security
2 1 (1.19%) SSL
Database & Business Intelligence
1 53 (63.10%) MySQL
2 48 (57.14%) PostgreSQL
3 37 (44.05%) Relational Database
4 34 (40.48%) SQL Server
5 28 (33.33%) RDBMS
6 20 (23.81%) Amazon DynamoDB
7 17 (20.24%) Amazon Redshift
8 16 (19.05%) Amazon RDS
9 11 (13.10%) NoSQL
10 9 (10.71%) Redis
11 8 (9.52%) Data Warehouse
12 7 (8.33%) Cosmos DB
13 5 (5.95%) OLTP
14 4 (4.76%) Big Data
14 4 (4.76%) MongoDB
15 3 (3.57%) BigQuery
15 3 (3.57%) Snowflake Schema
16 2 (2.38%) Apache Cassandra
16 2 (2.38%) MS Access
17 1 (1.19%) Oracle Exadata
Development Applications
1 5 (5.95%) JIRA
2 4 (4.76%) Git (software)
2 4 (4.76%) Jenkins
3 3 (3.57%) Cucumber
3 3 (3.57%) Cypress.io
3 3 (3.57%) JUnit
3 3 (3.57%) Mockito
3 3 (3.57%) Selenium
4 2 (2.38%) CircleCI
4 2 (2.38%) GitLab
5 1 (1.19%) Artifactory
5 1 (1.19%) Babel
5 1 (1.19%) Jasmine
5 1 (1.19%) SonarQube
5 1 (1.19%) TeamCity
5 1 (1.19%) Vagrant
5 1 (1.19%) webpack
General
1 38 (45.24%) Finance
2 29 (34.52%) Banking
3 8 (9.52%) Public Sector
4 1 (1.19%) Games
4 1 (1.19%) Marketing
Job Titles
1 44 (52.38%) Developer
2 36 (42.86%) Software Engineer
3 29 (34.52%) AWS Engineer
4 28 (33.33%) AWS Developer
4 28 (33.33%) AWS Software Engineer
4 28 (33.33%) Developer/Software Engineer
4 28 (33.33%) Programmer
4 28 (33.33%) Software Programmer
5 14 (16.67%) Java Developer
5 14 (16.67%) Java Engineer
5 14 (16.67%) Java Programmer
5 14 (16.67%) Java Software Developer
5 14 (16.67%) Java Software Engineer
5 14 (16.67%) Python Developer
5 14 (16.67%) Python Engineer
5 14 (16.67%) Python Programmer
5 14 (16.67%) Python Software Engineer
6 8 (9.52%) DBA
6 8 (9.52%) Senior Developer
7 6 (7.14%) Senior DBA
Libraries, Frameworks & Software Standards
1 31 (36.90%) Web Services
2 28 (33.33%) gRPC
3 14 (16.67%) J2EE
4 13 (15.48%) React
5 12 (14.29%) .NET
6 9 (10.71%) .NET Core
7 7 (8.33%) Node.js
7 7 (8.33%) Semantic UI
8 6 (7.14%) REST
9 5 (5.95%) AngularJS
9 5 (5.95%) CSS
9 5 (5.95%) GraphQL
9 5 (5.95%) HTML
9 5 (5.95%) HTML5
10 4 (4.76%) Jest
10 4 (4.76%) JSON
10 4 (4.76%) Lambda Expressions
10 4 (4.76%) Spring
11 3 (3.57%) Ruby on Rails
11 3 (3.57%) SOAP
Miscellaneous
1 28 (33.33%) Hedge funds
1 28 (33.33%) Pricing Data
2 8 (9.52%) Public Cloud
3 7 (8.33%) Replication
4 6 (7.14%) Analytical Skills
5 3 (3.57%) Cloud Native
5 3 (3.57%) Clustering
5 3 (3.57%) CMDB
5 3 (3.57%) Self-Motivation
6 2 (2.38%) FMCG
6 2 (2.38%) Mobile App
6 2 (2.38%) User Experience
7 1 (1.19%) Algorithms
7 1 (1.19%) Data Centre
7 1 (1.19%) Data Structures
7 1 (1.19%) Greenfield Project
7 1 (1.19%) Linux Command Line
Operating Systems
1 11 (13.10%) Linux
2 1 (1.19%) CentOS
2 1 (1.19%) Debian
2 1 (1.19%) Mesosphere
2 1 (1.19%) Ubuntu
2 1 (1.19%) Unix
2 1 (1.19%) Windows
Processes & Methodologies
1 49 (58.33%) Microservices
2 44 (52.38%) Agile Software Development
3 40 (47.62%) Software Engineering
4 29 (34.52%) Asset Management
5 28 (33.33%) Data Management
5 28 (33.33%) Enterprise Data Management
5 28 (33.33%) Investment Management
5 28 (33.33%) Project Delivery
6 24 (28.57%) DevOps
7 11 (13.10%) TDD
7 11 (13.10%) Test Automation
8 9 (10.71%) Analytics
9 8 (9.52%) Performance Tuning
9 8 (9.52%) Problem-Solving
10 7 (8.33%) Computer Science
10 7 (8.33%) ETL
10 7 (8.33%) Fintech
10 7 (8.33%) Scrum
11 6 (7.14%) Disaster Recovery
11 6 (7.14%) Mentoring
Programming Languages
1 50 (59.52%) Python
2 40 (47.62%) SQL
3 39 (46.43%) Java
4 18 (21.43%) JavaScript
4 18 (21.43%) TypeScript
5 16 (19.05%) C#
6 6 (7.14%) Ruby
7 5 (5.95%) Bash Shell
8 3 (3.57%) C++
8 3 (3.57%) Go
8 3 (3.57%) PHP
8 3 (3.57%) PowerShell
9 2 (2.38%) ES6
9 2 (2.38%) Objective-C
9 2 (2.38%) Scala
9 2 (2.38%) Shell Script
9 2 (2.38%) VB
10 1 (1.19%) C
Qualifications
1 9 (10.71%) SC Cleared
1 9 (10.71%) Security Cleared
2 8 (9.52%) Degree
3 7 (8.33%) Computer Science Degree
4 2 (2.38%) AWS Certification
4 2 (2.38%) Master's Degree
5 1 (1.19%) Microsoft Certification
Quality Assurance & Compliance
1 3 (3.57%) QA
2 2 (2.38%) SLA
System Software
1 20 (23.81%) Docker
2 3 (3.57%) Varnish
3 1 (1.19%) Oracle RAC
3 1 (1.19%) Shibboleth
Systems Management
1 15 (17.86%) Kubernetes
2 9 (10.71%) Terraform
3 8 (9.52%) Ansible
4 2 (2.38%) Galera Cluster
4 2 (2.38%) Puppet
5 1 (1.19%) Enterprise Manager Cloud Control
5 1 (1.19%) Foglight
5 1 (1.19%) FortiGate
5 1 (1.19%) Kibana
5 1 (1.19%) logstash
5 1 (1.19%) Marathon
5 1 (1.19%) Mesos
5 1 (1.19%) Nagios
5 1 (1.19%) Opscode Chef
5 1 (1.19%) Oracle Enterprise Manager
5 1 (1.19%) Packer
5 1 (1.19%) Prometheus
5 1 (1.19%) Rancher
5 1 (1.19%) SCCM
Vendors
1 38 (45.24%) Oracle
2 28 (33.33%) Sybase
3 4 (4.76%) Adobe
3 4 (4.76%) Google
4 2 (2.38%) GoldenSource
4 2 (2.38%) OutSystems
4 2 (2.38%) Remedy
4 2 (2.38%) Samsung
4 2 (2.38%) Talend
5 1 (1.19%) CommVault
5 1 (1.19%) Dell
5 1 (1.19%) HP
5 1 (1.19%) Microsoft
5 1 (1.19%) SolarWinds
5 1 (1.19%) Splunk
5 1 (1.19%) Veeam
5 1 (1.19%) Veracode