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Updated: Jun 28, 2026

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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions:

1. You use InfoObject B as a display attribute for InfoObject A. Which object properties prevent you from changing InfoObject B into a navigational attribute for InfoObject A? Note: There are 3 correct answers to this question.

A) High Cardinality is set in InfoObject
B) Conversion Routine "ALPHA" is set in InfoObject
C) Attribute Only is set in InfoObject
D) InfoObject B is defined as a Key Figure.
E) Data Type "Character String" is set in InfoObject A.


2. The Database Explorer in the Web IDE for SAP HANA provides a data file import wizard to create a table in SAP HANA from a flat file. What are possible actions after the system suggests the target structure? Note: There are 3 correct answers to this question.

A) Remove leading zeroes for a target table field.
B) Define sorting properties for a target table field.
C) Adjust the suggested data type of the target table fields.
D) Change the order of the fields in the target table.
E) Switch the table type between row store and column store.


3. Which solution enables advanced Al and machine learning models on combined SAP and third-party data?

A) SAP AI Launchpad
B) SAP Analytics Cloud
C) SAP Datasphere
D) SAP Databricks


4. You want to build a web-based dashboard with interactive visualizations using scripting. Which SAP tool can you use to create this?

A) SAP Analytics Cloud
B) SAP Smart Business Cockpits
C) SAP Crystal Reports
D) SAP BusinessObjects Web Intelligence


5. How does integrating SAP Databricks within SAP Business Data Cloud reduce IT overhead for customers?

A) By eliminating the need for rebuilding data structures and business logic externally
B) By streamlining data governance processes and minimizing the need for complex data security configurations
C) By automating data ingestion pipelines
D) By providing pre-built connectors to various data sources


Solutions:

Question # 1
Answer: A,B,C
Question # 2
Answer: C,D,E
Question # 3
Answer: D
Question # 4
Answer: A
Question # 5
Answer: A

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