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  • Exam Name: Data Quality 10: Developer Specialist Exam
  • Last Update: Sep 12, 2025
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Data-Quality-10-Developer-Specialist Practice Exam Questions with Answers Data Quality 10: Developer Specialist Exam Certification

Question # 6

In the Case Converter transformation which of the following is not a valid Case Transform?

Options are :

A.

Upper Case

B.

Lower Case

C.

Toggle merge Case

D.

Sentence Case

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Question # 7

IDQ parameters can be defined at what levels? Choose 4 answers

A.

Mappings

B.

Mapplets

C.

Re-usable Transformations

D.

Rules

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Question # 8

What is the primary purpose of grouping data?

Options are :

A.

standardize data in preparation for matching

B.

normalize data in preparation for matching

C.

Improve match performance

D.

improve match results

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Question # 9

Which of the following will not work when adding transformations to mappings?

Options are :

A.

Double click on the transformation in the transformation palette

B.

Click and drag the transformation onto the mapping

C.

From the Mapping menu, select Add Transformation

D.

Right click and choose Add Transformation on the mapping

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Question # 10

What must you do in order to utilize Data Quality accelerators in PowerCenter? Choose 2 answers

A.

Import accelerators directly to Power Center

B.

Install accelerators directly to PowerCenter

C.

Install accelerators into Developer

D.

Export accelerator mapplets and/or mappings to PowerCenter

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Question # 11

Where are IDQ mappings saved?

A.

In the location specified in your Source object

B.

In the Staging Database

C.

In the Model Repository

D.

On the Object Explorer tab in the Developer

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Question # 12

How much data can DQA handle?

Options are :

A.

2000 rows and 20 columns

B.

Million rows and 100 columns

C.

There are no built-in restrictions. Large deployments will require more hardware and database tuning

D.

Maximum 1 million rows and up to 10,000 columns

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Question # 13

What happens to the records when corrections are made and a status of Accept is assigned?

Options are :

A.

The corrections are committed to the Staging DB and an UPDATED_STATUS of Accepted is assigned to the record

B.

The corrections are committed to the Staging DB and record is automatically pushed into another DB

C.

Records are corrected and are sent to an Accepted DB table

D.

Records are accepted and are pushed out to Target/Production DB

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Question # 14

Which is the best combination of functions to effectively implement a data quality project?

A.

Company Executives & IT

B.

IT & Business

C.

IT & Administration

D.

Sales & Marketing

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Question # 15

In version 9.1, what does the Content Management Service do?

A.

It manages the dictionaries created in the Analyst Tool.

B.

It provides the DIS with information on the location of the address validation data as well as license and other AV configuration settings.

C.

It runs Identity Matching

D.

It makes the Profile repository available to outside reporting applications like Jaspersoft.

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Question # 16

When changes are made to a mapplet in IDQ 9.1 that has been integrated into PowerCenter, how are those changes propagated to the integrated mapplet?

A.

Those changes are automatically propagated and managed through domain settings.

B.

The user must manually re-export the IDQ mapplet to PowerCenter.

C.

The IDQ versioning system automatically synchs with PowerCenter and updates themapplet to the most current version.

D.

None of the above.

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Question # 17

When sharing Projects across teams which of the following is True?

A.

The same icon is used to indicate a shared and non shared project.

B.

Comments that are added to a profile in the Analyst can be viewed by the Developer in the same profile in the Developer Tool.

C.

Permissions need to be assigned to each Folder within the project so users of shared projects can access all the objects.

D.

Rules that were created In the Analyst Tool will be visible In the Developer but Developer built rules can not be made available in the Analyst.

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Question # 18

Which two are index key levels in Identity Matching? Choose 2 answers

A.

Narrow

B.

Limited

C.

Typical

D.

Extended

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Question # 19

Where does Scorecarding fit into the data quality process?

Options are :

A.

Not at all - Scorecardlng is a separate process

B.

At the start of the process only to assess current data quality levels

C.

At the start and during regular intervals of the process to measure on-going data quality levels

D.

At the end of the process only to prove the value of the data quality tool

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Question # 20

When matching, is it always necessary to group data?

Options are :

A.

Only if the customer thinks it's a good idea

B.

Only if the quality of the data is poor

C.

Not always. If the dataset is small enough, grouping is not required

D.

Yes, it's always necessary

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Question # 21

Which of the following will Impact the total amount of time it takes to execute a column profiling process?

Options are :

A.

Number of Columns in the file

B.

Number of Rows in the source data

C.

Amount of memory and speed of the processor on the server

D.

All of the above

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