What are the different types of engineering teams in your organisation and how are they organised? For example:  centrally aligned engineering e.g. engineers deployed to product teams  OR functionally aligned e.g dedicated marketing engineers? Looking for insight to help evaluate potential different approaches and understand what’s been successful and potential pitfalls.

Product engineering teams responsible for developing bespoke products
Data engineering teams responsible for collecting, modeling and making data available
Data analytics engineering teams responsible for using BI tools to build reports
Data science teams responsible for data science
Platform teams responsible for supporting i.e. data science

Product engineering teams are responsible for developing new products and features.
Platform engineering teams are responsible for building and maintaining the infrastructure that supports the products.
Site reliability engineering (SRE) teams are responsible for ensuring that the systems are reliable and available.
Security engineering teams are responsible for ensuring that the systems are secure.