Amazon Aurora Contract Job Trends in Edinburgh

Amazon Aurora
Scotland > Edinburgh

The table below provides summary statistics and contractor rates for jobs advertised in Edinburgh requiring Amazon Aurora skills. It covers contract job vacancies from the 6 months leading up to 19 November 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Nov 2025
Same period 2024 Same period 2023
Rank 56 57 60
Rank change year-on-year +1 +3 +11
Contract jobs citing Amazon Aurora 10 13 28
As % of all contract jobs in Edinburgh 1.61% 1.85% 2.88%
As % of the Database & Business Intelligence category 7.75% 10.83% 15.56%
Number of daily rates quoted 10 11 27
10th Percentile £419 £438 £413
25th Percentile £464 £444 £433
Median daily rate (50th Percentile) £510 £480 £470
Median % change year-on-year +6.25% +2.24% -6.10%
75th Percentile £529 £493 £506
90th Percentile £546 £494 £540
Scotland median daily rate £515 £474 £480
% change year-on-year +8.71% -1.20% -4.10%

All Database and Business Intelligence Skills
Edinburgh

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 Edinburgh.

Contract vacancies with a requirement for database or business intelligence skills 129 120 180
As % of all contract IT jobs advertised in Edinburgh 20.77% 17.05% 18.50%
Number of daily rates quoted 69 63 127
10th Percentile £405 £413 £379
25th Percentile £450 £439 £436
Median daily rate (50th Percentile) £500 £494 £500
Median % change year-on-year +1.21% -1.20% +2.25%
75th Percentile £550 £541 £550
90th Percentile £675 £685 £616
Scotland median daily rate £465 £463 £499
% change year-on-year +0.54% -7.27% +1.79%
Number of hourly rates quoted 0 1 0
Median hourly rate - £27.35 -
Scotland median hourly rate £55.00 £19.59 £19.50
% change year-on-year +180.76% +0.46% -7.14%

Amazon Aurora
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of contract IT job postings citing Amazon Aurora relative to all contract IT jobs advertised in Edinburgh.

Amazon Aurora job vacancy trend in Edinburgh

Amazon Aurora
Daily Rate Trend in Edinburgh

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

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

Amazon Aurora
Co-Occurring Skills & Capabilities in Edinburgh by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (10.00%) nginx
Cloud Services
1 10 (100.00%) AWS
1 10 (100.00%) Serverless
2 9 (90.00%) Amazon S3
2 9 (90.00%) AWS CloudFormation
2 9 (90.00%) AWS Lambda
3 6 (60.00%) OpenShift
4 3 (30.00%) Textract
5 1 (10.00%) Amazon EKS
5 1 (10.00%) Azure
5 1 (10.00%) Azure DevOps
5 1 (10.00%) Virtual Private Cloud
Database & Business Intelligence
1 8 (80.00%) PostgreSQL
2 1 (10.00%) Amazon Redshift
2 1 (10.00%) DynamoDB
Development Applications
1 6 (60.00%) Cypress.io
2 2 (20.00%) Jenkins
General
1 9 (90.00%) Public Sector
2 3 (30.00%) Social Skills
3 1 (10.00%) Influencing Skills
3 1 (10.00%) Legal
Job Titles
1 5 (50.00%) Developer
2 4 (40.00%) Lead
2 4 (40.00%) Technical Leader
3 2 (20.00%) Java Developer
4 1 (10.00%) Automation Developer
4 1 (10.00%) AWS Developer
4 1 (10.00%) AWS DevOps
4 1 (10.00%) AWS DevOps Engineer
4 1 (10.00%) AWS Engineer
4 1 (10.00%) DevOps Engineer
4 1 (10.00%) Software Developer
Libraries, Frameworks & Software Standards
1 9 (90.00%) AWS CDK
2 6 (60.00%) React
3 5 (50.00%) CSS
3 5 (50.00%) HTML
4 3 (30.00%) PyTorch
4 3 (30.00%) SpaCy
5 2 (20.00%) Next.js
5 2 (20.00%) OAuth
5 2 (20.00%) OAuth2
5 2 (20.00%) REST
5 2 (20.00%) Spring
5 2 (20.00%) Spring Boot
5 2 (20.00%) Spring MVC
5 2 (20.00%) Spring Web Flow
5 2 (20.00%) Thymeleaf
6 1 (10.00%) .NET
Miscellaneous
1 2 (20.00%) Greenfield Project
2 1 (10.00%) Cloud Native
2 1 (10.00%) Legacy Systems
Operating Systems
1 1 (10.00%) Linux
1 1 (10.00%) Unix
Processes & Methodologies
1 10 (100.00%) Agile
2 8 (80.00%) Infrastructure as Code
3 5 (50.00%) Service Design
4 4 (40.00%) Continuous Improvement
4 4 (40.00%) DevOps
4 4 (40.00%) Kanban
4 4 (40.00%) Product Management
4 4 (40.00%) Technical Leadership
5 3 (30.00%) CI/CD
5 3 (30.00%) Machine Learning
5 3 (30.00%) Microservices
5 3 (30.00%) Natural Language Processing
5 3 (30.00%) Refactoring
5 3 (30.00%) Scrum
5 3 (30.00%) Software Engineering
5 3 (30.00%) TDD
5 3 (30.00%) User Experience
6 2 (20.00%) Architecture Roadmap
6 2 (20.00%) MLOps
6 2 (20.00%) Roadmaps
Programming Languages
1 9 (90.00%) TypeScript
2 4 (40.00%) Python
3 3 (30.00%) JavaScript
3 3 (30.00%) SQL
4 2 (20.00%) Java
5 1 (10.00%) Bash
5 1 (10.00%) Go
5 1 (10.00%) PowerShell
Qualifications
1 1 (10.00%) AWS Certification
1 1 (10.00%) AWS Certified DevOps Engineer
Quality Assurance & Compliance
1 6 (60.00%) Accessibility
System Software
1 6 (60.00%) Docker
Systems Management
1 6 (60.00%) Grafana
2 4 (40.00%) Kubernetes
3 1 (10.00%) Ansible
3 1 (10.00%) linkerd
3 1 (10.00%) Prometheus
3 1 (10.00%) Terraform
Vendors
1 1 (10.00%) Dynatrace
1 1 (10.00%) ForgeRock
1 1 (10.00%) Ping Identity