) Cloud Application Engineering on SAP BTP
Build, deploy, and manage applications in a cloud-based workplace on SAP BTP, covering platform fundamentals, administration touchpoints, solution design, and both frontend and backend development.

2) Full Stack Delivery (Frontend + Backend) with SAP BTP Patterns
Develop backend services and APIs (including CRUD + business logic + validations) using Node.js-based service patterns, and expose services for frontend consumption.
Build responsive UI components using SAPUI5 (XML views, controllers, MVC approach) and integrate with backend APIs for data display and write-back flows.

3) Data Modeling & Persistence Foundations
Design database artifacts and data models (tables/views/entities/relationships) and connect applications to SAP HANA-based persistence patterns used in BTP app development scenarios.

4) Platform Setup & Deployment Engineering
Configure subaccounts/service instances/roles and set up development spaces configure connectivity artifacts (e.g., destinations)



for integrating external APIs and databases as part of application delivery.
Package and deploy applications using multi-target application (MTA) style deployment artifacts where applicable.

5) AI Native Application Patterns (Agentic + LLM Integrated) (Build expectation)
Implement LLM-integrated features as part of BTP applications (e.g., assistant in the workflow ), including: tool calling, orchestration, memory/state handling, and protected action boundaries.
Build retrieval-grounded experiences (RAG-style) over enterprise content and APIs where the solution requires grounded responses, with explicit fallback behaviors.
Create evaluation loops (offline test sets + online monitoring) so AI behavior changes are measurable and regressions are caught early.

6) Engineering Excellence (Quality, DevOps, Collaboration)
Use Git-based workflows for source control and collaboration, and operate in Agile/Scrum delivery models.
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