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IBM Certified Solution Developer 000-303 Braindumps

000-303

Exam Code: 000-303

Exam Name: IBM Certified Solution Developer - IBM InfoSphere DataStage

Updated: Aug 27, 2026

Q & A: 134 Questions and Answers

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IBM 000-303 Exam Syllabus Topics:

SectionWeightObjectives
Complex Jobs & Real-Time10%- Job sequences and dependencies
- Information Services Director (ISD)
- Real-time integration patterns
Job Design Principles12%- Minimizing sorts and repartitions
- Performance-oriented job design
- Shared containers and reusable components
- Restart points and checkpoint design
Database Connectivity7%- Connection configuration and optimization
- SQL pushdown and data type handling
- Database Connector stages
Metadata6%- Runtime Column Propagation (RCP)
- Schema management and import
- Metadata sharing and reuse
Performance Tuning10%- Identifying bottlenecks
- Sorting and partitioning optimization
- Environment variable tuning
Persistent Storage15%- Sequential File and Data Set stages
- Data import/export operations
- File format and record structure
Deployment & Source Control7%- Export/import of jobs and projects
- Job comparison and impact analysis
- Source control integration
Job Control & Runtime Management6%- Log analysis and troubleshooting
- Error handling and message handlers
- Monitoring execution status
Data Transformation14%- Transformer stage functionality
- Change Capture and Apply stages
- Slowly Changing Dimension (SCD) stage
- Type conversion and derivations
Parallel Architecture7%- Environment variables for parallel jobs
- Partitioning and collecting methods
- Parallel execution framework
Configuration6%- Project and environment setup
- Node pools and parallel environment design
- Configuration file structure

IBM Certified Solution Developer - IBM InfoSphere DataStage Sample Questions:

Question 1

A DataStage job uses an Inner Join to combine data from two source parallel datasets that were written to disk in sort order based on the join key columns. Which two methods could be used to dramatically improve performance of this job? (Choose two.)

A. Disable job monitoring.
B. Unset the Preserve Partitioning flag on the output of each parallel dataset.
C. Explicitly specify hash partitioning and sorting on each input to the Join stage.
D. Add a parallel sort stage before each Join input, specifying the "Don't Sort, Previously Grouped" sort key mode for each key.
E. Set the environment variable $APT_SORT_INSERTION_CHECK_ONLY.


Question 2

In your parallel job design you have selected a parallel shared container to be included. Which area of your job design is required to be configured to use the parallel shared container?

A. Configure the job name reference the parallel shared container originates from.
B. Configure the number of input and/or output links to support the parallel shared container.
C. Configure your job properties General tab "Allow Container" option to be True.
D. List the jobs that will be allowed to use the container.


Question 3

In your ETL application design you have found several areas of common processing requirements in the mapping specifications. These common logic areas found include: code validation lookups and name formatting. The common logic areas have the same logic, but the jobs using them would have different column metadata. Choose the action that gives you the best reusability design to effectively implement these common logic areas in your ETL application?

A. Create parallel shared containers and define columns combining all data formats.
B. Create separate jobs for each layout and choose the appropriate job to run within a job sequencer.
C. Create parallel routines for each of the common logic areas and for each of the unique column metadata formats.
D. Create parallel shared containers with Runtime Column Propagation (RCP) ON and define only necessary common columns needed for the logic.


Question 4

You are editing the configuration file. Which statement is true about file system efficiency?

A. For the resource disk, it is best to use the partition where the engine is installed.
B. In a clustered environment where NAS is used for a common storage, you must specify the internal disk for scratch disk.
C. Creating scratch disk spaces on an internal disk rather than on an NFS drive improves sort performance.
D. Using multiple scratch spaces in a logical node improves performance.


Question 5

Which stage classifies data rows from a single input into groups and computes totals?

A. Modify stage
B. Compare stage
C. Aggregator stage
D. Transformer stage


Solutions:

Question 1
Answer: D,E
Question 2
Answer: B
Question 3
Answer: D
Question 4
Answer: C
Question 5
Answer: C

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