Amazon Aurora Contract Job Trends in Scotland

Amazon Aurora
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Amazon Aurora skills. It covers vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 90 88 91
Rank change year-on-year -2 +3 +10
Contract jobs citing Amazon Aurora 28 23 60
As % of all contract jobs advertised in Scotland 1.75% 1.24% 2.43%
As % of the Database & Business Intelligence category 7.37% 7.82% 13.76%
Number of daily rates quoted 24 19 54
10th Percentile £421 £426 £404
25th Percentile £459 £446 £431
Median daily rate (50th Percentile) £510 £475 £479
Median % change year-on-year +7.37% -0.84% -4.20%
75th Percentile £556 £487 £530
90th Percentile £627 £494 £541
UK median daily rate £500 £494 £500
% change year-on-year +1.21% -1.20% -2.63%

All Database and Business Intelligence Skills
Scotland

Amazon Aurora falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in Scotland.

Contract vacancies with a requirement for database or business intelligence skills 380 294 436
As % of all contract IT jobs advertised in Scotland 23.74% 15.79% 17.64%
Number of daily rates quoted 210 193 327
10th Percentile £313 £334 £393
25th Percentile £414 £400 £413
Median daily rate (50th Percentile) £494 £463 £480
Median % change year-on-year +6.70% -3.65% -2.04%
75th Percentile £538 £538 £543
90th Percentile £625 £648 £638
UK median daily rate £500 £535 £543
% change year-on-year -6.54% -1.43% -1.32%
Number of hourly rates quoted 2 3 3
10th Percentile - £17.45 £29.14
25th Percentile £52.50 £18.26 £41.53
Median hourly rate £55.00 £19.59 £64.38
Median % change year-on-year +180.76% -69.57% +179.89%
75th Percentile £57.50 - £67.66
90th Percentile - - £68.31
UK median hourly rate £40.00 £35.00 £55.00
% change year-on-year +14.29% -36.36% +22.66%

Amazon Aurora
Job Vacancy Trend in Scotland

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

Job vacancy trend for Amazon Aurora in Scotland

Amazon Aurora
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Amazon Aurora.

Contractor daily rate distribution trend for jobs in Scotland citing Amazon Aurora

Amazon Aurora
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Amazon Aurora in Scotland over the 6 months to 17 September 2025.

Daily rate histogram for Amazon Aurora in Scotland

Amazon Aurora
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon Aurora within the Scotland region over the 6 months to 17 September 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +10 20 £500 +4.17%
Glasgow -15 8 £525 +8.70%
Amazon Aurora
UK

Amazon Aurora
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (3.57%) Confluence
1 1 (3.57%) nginx
Cloud Services
1 28 (100.00%) AWS
2 21 (75.00%) Serverless
3 19 (67.86%) AWS Lambda
4 16 (57.14%) Amazon S3
5 13 (46.43%) AWS CloudFormation
6 9 (32.14%) GitHub
6 9 (32.14%) GitHub Actions
7 8 (28.57%) AWS CodePipeline
8 6 (21.43%) Amazon Cognito
8 6 (21.43%) OpenShift
9 3 (10.71%) Datadog
9 3 (10.71%) Firebase
9 3 (10.71%) Textract
10 2 (7.14%) AWS CodeBuild
10 2 (7.14%) CloudFront
11 1 (3.57%) Amazon EKS
11 1 (3.57%) Amazon SQS
11 1 (3.57%) Azure
11 1 (3.57%) Azure DevOps
11 1 (3.57%) Virtual Private Cloud
Database & Business Intelligence
1 9 (32.14%) PostgreSQL
2 4 (14.29%) Relational Database
3 3 (10.71%) Amazon RDS
3 3 (10.71%) MariaDB
3 3 (10.71%) MySQL
4 1 (3.57%) Amazon Athena
4 1 (3.57%) Amazon Redshift
4 1 (3.57%) DynamoDB
4 1 (3.57%) GIS
Development Applications
1 12 (42.86%) Cypress.io
2 9 (32.14%) Jenkins
2 9 (32.14%) Storybook
3 2 (7.14%) webpack
4 1 (3.57%) Bitbucket
4 1 (3.57%) Cucumber
4 1 (3.57%) JIRA
4 1 (3.57%) Selenium
4 1 (3.57%) WebDriver
General
1 12 (42.86%) Public Sector
2 8 (28.57%) Social Skills
3 4 (14.29%) Finance
4 1 (3.57%) Influencing Skills
4 1 (3.57%) Legal
Job Titles
1 14 (50.00%) Developer
2 5 (17.86%) React Developer
3 4 (14.29%) Architect
3 4 (14.29%) Lead
3 4 (14.29%) Technical Leader
4 3 (10.71%) Senior
4 3 (10.71%) Senior Software Engineer
4 3 (10.71%) Software Developer
4 3 (10.71%) Software Engineer
5 2 (7.14%) AWS Engineer
5 2 (7.14%) Front-End Developer (Client-Side Developer)
5 2 (7.14%) Java Developer
6 1 (3.57%) Automation Developer
6 1 (3.57%) AWS Developer
6 1 (3.57%) AWS DevOps Engineer
6 1 (3.57%) Cloud Engineer
6 1 (3.57%) Developer in Test
6 1 (3.57%) DevOps Engineer
6 1 (3.57%) Floorwalker
6 1 (3.57%) Python Engineer
Libraries, Frameworks & Software Standards
1 17 (60.71%) AWS CDK
1 17 (60.71%) React
2 16 (57.14%) CSS
3 9 (32.14%) Tailwind CSS
4 8 (28.57%) Jest
5 7 (25.00%) HTML
6 6 (21.43%) RESTful
7 5 (17.86%) OAuth
7 5 (17.86%) OAuth2
8 4 (14.29%) GraphQL
9 3 (10.71%) AWS Amplify
9 3 (10.71%) Lambda Expressions
9 3 (10.71%) OpenID
9 3 (10.71%) PyTorch
9 3 (10.71%) REST
9 3 (10.71%) SAML
9 3 (10.71%) SpaCy
10 2 (7.14%) Spring
10 2 (7.14%) Spring MVC
10 2 (7.14%) Spring Web Flow
Miscellaneous
1 8 (28.57%) Cloud Native
2 2 (7.14%) Greenfield Project
2 2 (7.14%) Legacy Systems
3 1 (3.57%) Data Protection Act
3 1 (3.57%) NHS
Operating Systems
1 2 (7.14%) Linux
2 1 (3.57%) Unix
Processes & Methodologies
1 16 (57.14%) CI/CD
1 16 (57.14%) Infrastructure as Code
2 15 (53.57%) Agile
3 12 (42.86%) Microservices
4 8 (28.57%) DevSecOps
4 8 (28.57%) Full-Stack Development
4 8 (28.57%) User Experience
5 7 (25.00%) Clean Code
5 7 (25.00%) Continuous Improvement
5 7 (25.00%) DevOps
6 6 (21.43%) Front End Development
6 6 (21.43%) Secure Coding
6 6 (21.43%) Service Design
6 6 (21.43%) Software Engineering
7 5 (17.86%) Continuous Delivery
7 5 (17.86%) Observability
7 5 (17.86%) OWASP
7 5 (17.86%) Test Automation
8 4 (14.29%) Product Management
8 4 (14.29%) Unit Testing
Programming Languages
1 20 (71.43%) TypeScript
2 9 (32.14%) Java
2 9 (32.14%) Python
3 8 (28.57%) JavaScript
4 4 (14.29%) Go
5 3 (10.71%) Bash
5 3 (10.71%) SQL
6 2 (7.14%) Shell Script
7 1 (3.57%) PowerShell
Qualifications
1 2 (7.14%) AWS Certification
2 1 (3.57%) AWS Certified DevOps Engineer
Quality Assurance & Compliance
1 8 (28.57%) Accessibility
2 2 (7.14%) WCAG
3 1 (3.57%) Disclosure Scotland
System Software
1 8 (28.57%) Docker
Systems Management
1 8 (28.57%) Kubernetes
2 7 (25.00%) Grafana
3 6 (21.43%) Terraform
4 1 (3.57%) Ansible
4 1 (3.57%) linkerd
4 1 (3.57%) Prometheus
Vendors
1 2 (7.14%) Oracle
2 1 (3.57%) Dynatrace
2 1 (3.57%) ForgeRock
2 1 (3.57%) Pega
2 1 (3.57%) Ping Identity