Hello @Scott Councill
Thank you for reaching out to Microsoft Q & A !
With about 30 years of database experience, I'd focus on updating your development skills for Azure.
A good next step is the Microsoft Learn path Develop data-driven applications by using Azure SQL Database. This intermediate learning path contains five modules:
- Get started with Azure SQL Database for modern application development
- Develop for Azure SQL Database
The learning path assumes relational database experience, a basic understanding of identities and permissions, and familiarity with the Azure portal. An Azure subscription is required for the exercises.
Pay particular attention to the Develop for Azure SQL Database module, which introduces SQL Database projects and deployment through GitHub Actions and Azure DevOps. These skills build on existing database development experience.
After that, consider Marcin's AI suggestion. The Microsoft Learn path Implement AI capabilities in database solutions covers AI models, embeddings, intelligent search, and Retrieval Augmented Generation (RAG) with SQL. It assumes SQL Server or Azure SQL experience, T-SQL knowledge, and a general understanding of AI concepts. citeturn1search1
As a practical next step, consider building a small portfolio project using synthetic data, a database schema, stored procedures, source control, and an automated deployment pipeline. Verifying that schema changes build and deploy successfully, then documenting the results, provides something concrete to demonstrate and discuss during interviews.
Good luck with your return to the industry.
Please "Upvote the Answer" if this information helped you. This will help us and others in the community as well.