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Data-Integration-Developer Exam Questions & Answers

Talend Data Integration Certified Developer Exam  •  Talend

55 Questions 90 min Updated Sep 2026 99% Pass Rate
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Sample Data-Integration-Developer Questions

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Q1 MultipleChoice

You need to calculate the total number of rows in an input file using a tMlelnputDelimited component.

Which code should you use in a tJava component to write a nb-line variable?

Correct Answer: C
Explanation:

You need to use the following code in a tJava component to write a nb_line variable:

int nb_line = (Integer)globalMap.get(''tFileInputDelimited_1_NB_LINE'');

This code retrieves the value of the global variable tFileInputDelimited_1_NB_LINE, which stores the number of rows processed by the tFileInputDelimited component, and assigns it to an integer variable named nb_line. You can then use this variable to print or manipulate the number of rows in your Job. Note that you need to use globalMap.get, not globalMap.put, to access the value of a global variable.

Q2 MultipleChoice

Which characteristics distinguish Traces Debug from Java Debug?

Choose 2 answers

Correct Answer: A, D
Explanation:

Trace Debug and Java Debug are two modes that allow you to debug your jobs in Talend Studio. Trace Debug mode allows you to trace each row processed by your job components and see the values of each column in each row. Java Debug mode allows you to debug your job code in Java or Perl and see the values of each variable or expression in your code.

The characteristics that distinguish Trace Debug from Java Debug are:

Trace Debug mode allows row-by-row inspection of data flows, while Java Debug mode does not. Data flows are the links that show the data transfer between components in your job design workspace. In Trace Debug mode, you can see the data flow on each trace and inspect the values of each column for each row processed by your job. You can also use filters to display only the rows that match a condition or an expression. In Java Debug mode, you cannot see the data flow on each trace or inspect the values of each column for each row.

Trace Debug mode supports breakpoints based on input data condition, while Java Debug mode does not. Breakpoints are points where the execution of your job pauses and waits for your action. You can use breakpoints to inspect your data or debug your logic at specific points of your job execution. In Trace Debug mode, you can set breakpoints on traces based on a condition or an expression that involves input data columns. For example, you can set a breakpoint to pause your job when a customer name contains a certain string or when a product price exceeds a certain value. In Java Debug mode, you can only set breakpoints on lines of code based on a condition or an expression that involves variables or expressions.

The characteristics that do not distinguish Trace Debug from Java Debug are:

Both modes require a separate perspective. A perspective is a set of views and editors that are arranged in a specific way to support a specific task. In Talend Studio, you can switch between different perspectives, such as Integration, Debug, Profiling, etc. To use Trace Debug mode, you need to switch to the Debug perspective by clicking on the Open Perspective button and selecting Debug. To use Java Debug mode, you need to switch to the Java perspective by clicking on the Open Perspective button and selecting Java.

Neither mode requires Java development experience. Although Java Debug mode allows you to debug your job code in Java or Perl, you do not need to have Java development experience to use it. You can use the graphical interface of Talend Studio to design your job components and properties without writing any code. You can also use the Code view to see the generated code of your job in Java or Perl and modify it if needed. However, you do not need to write any code from scratch or understand all the details of the code to use Java Debug mode.Reference:Talend Open Studio: Open-source ETL and Free Data Integration | Talend, [Trace Debug mode - 7.3], [Java Debug mode - 7.3]

Q3 MultipleChoice

You are collaborating on a project with other developers using talend best practices.

When should you use a tag?

Correct Answer: D
Explanation:

Tags are used to mark specific points in the development lifecycle of a project. This can be done for a variety of reasons, such as:

To mark the completion of a major feature or release

To mark the start of a new development phase (e.g., QA, production)

To mark a known good state of the codebase (e.g., before a risky change)

Tags can be used to create branches, which can then be used to develop and test new features or bug fixes. They can also be used to deploy the codebase to different environments (e.g., development, staging, production).

Examples of when to use a tag:

When you are ready to release a new version of your application to production.

When you have completed a major feature or milestone in the development of your application.

Before making a risky change to your codebase, such as a database migration or refactoring.

When you need to deploy your application to a different environment, such as staging or production.

Benefits of using tags:

Tags can help you to keep track of the different versions of your codebase.

Tags can help you to roll back to a previous version of your codebase if necessary.

Tags can help you to deploy your codebase to different environments.

Tags can help you to collaborate with other developers more effectively.


Talend Best Practices Guide: https://help.talend.com/r/en-US/8.0/software-dev-lifecycle-best-practices-guide/branching-merging-and-tagging

Git documentation on tags: https://git-scm.com/docs/git-tag

Q4 MultipleChoice

Where do you access the option to create a Joblet from an existing Job?

Correct Answer: B
Explanation:

To create a Joblet from an existing Job, you can follow these steps:

Open the Job that you want to create a Joblet from.

Select the components that you want to include in the Joblet.

Right-click on the selected components and selectCreate Jobletfrom the context menu.

In theCreate Jobletdialog box, enter a name and description for the Joblet.

ClickFinishto create the Joblet.


Talend Open Studio User Guide: Creating a Joblet from a Job: https://help.talend.com/r/en-US/8.0/studio-user-guide/creating-joblet-from-job

Q5 MultipleChoice

A colleague has exported a Data Integration Job to run outside Talend Studio.

How do you run the Job?

Correct Answer: B
Explanation:

To run a job that has been exported by a colleague to run outside Talend Studio, you need to extract the content of the archive and run the batch file or the shell script. The archive file contains all the files and libraries required to run the job independently from Talend Studio on any platform that supports Java. The archive file also contains two executable files: a batch file (.bat) for Windows platforms and a shell script (.sh) for Linux platforms. You need to run the appropriate file for your platform by double-clicking on it or using a command line tool. This will launch the job and display its output in a console window.

You do not need to extract the contents of the archive and run both the batch file and shell script, install the job and start the resulting service, or extract the files from the archive and run the JAR file. These methods are not correct or available in Talend Studio and may cause errors or unexpected results.Reference:Talend Open Studio: Open-source ETL and Free Data Integration | Talend, [Build Job - 7.3]

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Frequently Asked Questions

The Talend Data Integration Certified Developer Exam is a professional certification that validates your expertise in designing, developing, and deploying data integration solutions using Talend Studio. It demonstrates your ability to work with various data sources, transformations, and job orchestration within the Talend ecosystem.

While there are no strict formal prerequisites, Talend recommends that candidates have practical experience with Talend Studio, knowledge of data integration concepts, and familiarity with ETL/ELT processes. It's advisable to complete relevant Talend training courses before attempting the certification exam.

The exam typically consists of multiple-choice questions and lasts approximately 90 minutes. The passing score is generally set at 70%, though candidates should verify the exact requirements with Talend's official certification website as these details may be updated.

The exam covers key areas including job design and development, components and tJobs usage, data mapping and transformations, error handling, performance optimization, and deployment configurations. It also includes questions about metadata management, routing logic, and integration best practices within Talend.

Preparation should include hands-on practice with Talend Studio, completion of official Talend training courses, and review of documentation on core components and functionality. Many candidates also benefit from studying sample questions, building real-world projects, and joining Talend community forums to discuss challenging concepts with other professionals.
Exam Details
  • Exam CodeData-Integration-Developer
  • VendorTalend
  • Total Questions55
  • Duration90 min
  • LanguageEnglish
  • Last UpdatedSep 5, 2026
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