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Last Updated: Jul 21, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Metadata Management | 15% | - Reusing metadata across projects - Defining and managing connections - Metadata impact analysis - Schema creation and configuration |
| Topic 2: Job Orchestration & Parameters | 20% | - Context variables and parameterization - Parallel execution and performance tuning - Master jobs and job dependencies - Joblets for reusable workflows |
| Topic 3: Error Handling, Logging & Testing | 10% | - Error handling mechanisms - Debugging and testing jobs - Logging and monitoring configuration - Validation and data quality checks |
| Topic 4: Talend Studio Fundamentals | 15% | - Component palette and usage - Studio interface and workspace navigation - Job design principles and best practices - Project creation and management |
| Topic 5: Collaboration & Deployment | 10% | - Team-based development and reference projects - Exporting and deploying jobs - Version control integration |
| Topic 6: Data Integration & Transformation | 30% | - Handling rejected records and errors - Filtering, sorting and aggregating data - Using tMap for joins, mappings and transformations - Reading and writing data from files and databases - Using built-in functions and routines |
1. Which operations can you perform using a tMap component? Choose 3 answers.
A) Perform full outer joins.
B) Transform data from single or multiple sources to single or multiple destinations.
C) Reject data using inner join rejections.
D) Map data using filters, constraints, and simple explicit joins.
E) Load single lookup tables only.
2. You need to set up a server in your Talend environment that enables several members of your team to collaborate on a project.
Which application must you enable before working on a remote project?
A) Talend admission Center service must be running on each development workstation.
B) Git or SVN server instance must be running.
C) Talent Administration Center instance must be running with the team members and project configured.
D) Git or SVN client must be installed on each developed workstation.
3. Which HTTP methods are supported by tRESTRequest?
A) POST, PATCH, and UPDATE
B) SELECT, INSERT, UPDATE, and DELETE
C) GET, POST, PUT, PATCH, and DELETE
D) GET, POST, UPDATE, and DELETE
4. After enabling the Observability Metric Collector metric generation located in the \etc\org.talend.ipaas.rt.
observability.cfg, which additional configurations should you apply? Choose 2 answers.
A) Frequency
B) Lifetime
C) Schedule the metrics generation using CRON based trigger
D) Configure the time zone
5. You built multiple Jobs in Studio, each uses its own tDBInput component to connect to a common database server, but they all use different credentials. How should you configure the tDBInput components?
A) Set the Property type to Built-in and set all the relevant properties manually.
B) Set the Database field to Metadata.
C) Set the Property type to Repository and use a common DB connection metadata.
D) Set the Property type to Repository and replace the credentials in each component.
Solutions:
| Question # 1 Answer: A,B,D | Question # 2 Answer: B,C | Question # 3 Answer: C | Question # 4 Answer: A,B | Question # 5 Answer: A |
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