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| Vendor: | Talend |
|---|---|
| Exam Code: | Data-Integration-Developer |
| Exam Name: | Talend Data Integration Certified Developer Exam |
| Exam Questions: | 55 |
| Last Updated: | October 8, 2026 |
| Related Certifications: | Talend Data Integration Certified Developer |
| Exam Tags: | Intermediate Level Talend Data Integration Developers |
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You are building a complex Job and want to explore different options for optimizing execution times using parallelism.
How can you identify execution times to verify the effectiveness of your changes?
Choose 2 answers
To identify execution times to verify the effectiveness of your changes, you can use one of these methods:
Reading the time stamps from the execution console in the Run view. This method allows you to see the start and end time of each subjob and component in your job, as well as the total execution time of the job. You can also see the number of rows processed by each component and the status of the job (success or failure).
Observing the execution times that annotate the flows in the Designer. This method allows you to see the execution time of each flow (main, lookup, reject, etc.) between components in your job. You can also see the number of rows processed by each flow and the throughput (rows per second) of each flow.
You cannot use these methods to identify execution times:
Observing the execution time in the Code view. This method does not show you the execution time of your job or its components, but only the generated code of your job in Java or Perl. The Code view is useful for debugging or customizing your code, but not for measuring performance.
Where do you access the option to create a Joblet from an existing Job?
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
You have a Job that uses a tFileInputDelimited component to extract data from an input file. You built a spate subjob, called W, to handle the condition when the input file is empty.
Which condition syntax is correct for the Run if connection?
Which file should you edit to enable SSL for a JobServer?
To enable SSL for a JobServer, you need to edit the conf/TalendJobServer.properties file. A JobServer is a server application that allows you to execute jobs remotely from Talend Studio or Talend Administration Center. The conf/TalendJobServer.properties file contains various configuration parameters for your JobServer, such as port number, log level, security options, etc. To enable SSL for your JobServer, you need to set the ssl parameter to true and provide the path and password of your keystore file that contains your SSL certificate.
You have a tMap component configured with a single input row1 and three outputs: CA, NY, Rejects. The input row1 consists of two columns. Name and State, containing the following data:

All outputs map only the Name column from row1, but CA employs a filter expression, CA.equals(row1.state), while Ny employs a filter expression, NY. Equals(row1, State). All Rejects have no such configuration.
Under these conditions, how does data flow to the outputs?
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