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Updated: Aug 17, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Workforce Analytics Data Factory | 11% - 20% | - Manage Data Factory processes - Resolve processing issues - Monitor data loads |
| Topic 2: Workforce Analytics Architecture | < 10% | - Identify system integration points - Understand Workforce Analytics components |
| Topic 3: Benchmarking and Configuration | < 10% | - Manage benchmark data - Configure benchmarking options |
| Topic 4: Extracts and Data Staging | 11% - 20% | - Manage staging environment - Validate source data - Configure data extracts |
| Topic 5: Fact Tables and Measures | 11% - 20% | - Validate metric results - Configure simple and complex fact tables - Create measures and calculations |
| Topic 6: Report Delivery and Administration | < 10% | - Configure report distribution - Manage user access - Schedule reports |
| Topic 7: Data Questionnaire and Specification Document | 11% - 20% | - Prepare data questionnaire - Interpret specification documents - Analyze customer requirements |
| Topic 8: Dimension Editor and Tree Security | 11% - 20% | - Implement tree security - Configure dimensions - Maintain hierarchical structures |
1. What are the foundations of an Analytics Cube? Note: There are 2 correct answers to this question.
A) Extract tables
B) Fact tables
C) Dimension tables
D) SAP SuccessFactors Employee Central
2. When using the Build Fact Data and Cube Command, the initial load fails with the following message in the log: Error: System.ArgumentException: Item has already been added. Key in dictionary:
'[location].[location].[level1_che_zznostateprovince_geneva]' Key being added:
'[location].[location].[level1_che_zznostateprovince_geneva]' at System.Collections.SortedList.Add(Object key, Object value) at System.Collections.SortedList.SyncSortedList.Add(Object key, Object value) at Hrml.DataObjects.HrmlOrgCubeDimensionTree.AddTreeNode(String path, String parentPath, Int32 depth, String caption) in. How do you fix the error?
A) Make sure
B) Ensure
C) Convert all
D) Exclude
3. How do you validate the value of a local salary that has been converted to the unified target currency for the Annual Salary calculated column? Note: There are 3 correct answers to this question.
A) Create two calculated columns: one for local salary figure, the other for local currency type, and add them into Drill to Detail.
B) Add all fields used in the Annual Salary calculation syntax into Drill to Detail.
C) Temporarily disable Role-Based Permissions for the data required to build the base input measure.
D) Create two calculated columns: one for converted target salary figure, the other for target currency type, and add them into Drill to Detail.
E) Use Drill to Detail to compare source and target salary figures and currencies.
4. How can a technical consultant organize multiple records with the same Effective From Date into one Fact Table record?
A) Use a calculated column to filter unwanted records.
B) Use the Effective Sequence Special Use Type on a numeric field.
C) Use the To Date Special Use Type on a date field.
D) Use a calculated column called Effective Sequence.
5. When using the Build Fact Data and Cube Command, the initial load fails with the following message in the log: Error: System.ArgumentException: Item has already been added. Key in dictionary:
'[location].[location].[level1_che_zznostateprovince_geneva]' Key being added:
'[location].[location].[level1_che_zznostateprovince_geneva]' at System.Collections.SortedList.Add(Object key, Object value) at System.Collections.SortedList.SyncSortedList.Add(Object key, Object value) at Hrml.DataObjects.HrmlOrgCubeDimensionTree.AddTreeNode(String path, String parentPath, Int32 depth, String caption) in. What is the cause of this error?
A) 'geneva' has multiple IDs with different cases, for example 'Geneva' in the data.
B) 'geneva' has multiple parents in the data used to build the hierarchy.
C) 'Geneva' does NOT have a parent in the data used to build the hierarchy.
D) 'geneva' is a restricted word and CANNOT be used as an ID.
Solutions:
| Question # 1 Answer: B,C | Question # 2 Answer: A | Question # 3 Answer: A,D,E | Question # 4 Answer: B | Question # 5 Answer: B |
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