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Last Updated: Sep 17, 2026

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How to Prepare For IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1

Preparation Guide for IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1

Introduction

This exam validates the technical knowledge required for the purpose of identifying, managing and closing sales opportunities.The test is applicable to sales representatives who demonstrate sales and technical knowledge of the software and targets the technical sales professional who can deliver a comprehensive business solution to customers through solution identification, product differentiation, and competitive positioning.

Passing this test counts towards PartnerWorld competency requirements and helps you attain higher membership levels. This test also entitles you to use the mastery qualification title on your business card. IBM P2090-95 practice exams and IBM P2090-95 practice test have all questions related to this.

Candidate should give this exam who want:

  • Understand QualityStage commonly used components and processes
  • Understand the algorithms used in QualityStage to improve data quality
  • Understand general concept of data quality and QualityStage

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How much IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1 costs

  • Examination Name: IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1
  • Examination Fees: $180 USD
  • Passing Score: 23 or higher
  • Length of Exam: 90 min
  • No of Questions: 41 Questions
  • Types of questions: Performance Based Questions

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Sample Questions

Which of the following rules will retain FIELD1 with the longest last name and TITLE equals to “MR”?

  • FIELD1: SIZEOF(TRIM(c.“LASTNAME”))>= SIZEOF(TRIM(b.“LASTNAME”)) AND b.TITLE=“MR”
  • FIELD1: SIZEOF(TRIM(c.“LASTNAME”))<= SIZEOF(TRIM(b.“LASTNAME”)) AND c.TITLE=“MR”
  • FIELD1: SIZEOF(TRIM(c.“LASTNAME”))>= SIZEOF(TRIM(b.“LASTNAME”)) AND c.TITLE=“MR”
  • FIELD1: SIZEOF(TRIM(c.“LASTNAME”))>= SIZEOF(TRIM(c.“LASTNAME”)) AND c.TITLE=“MR”

Which of the following is TRUE regarding the use of Critical Fields?

  • Only critical fields of a record are used to calculate the composite weights of the record.
  • Critical Fields do not have to match exactly.
  • Critical Fields are fields with missing values.
  • Critical Fields are used to identify fields that must agree in order for records to be linked.

In Standardization Rule Sets, classification table contains what?

  • Token, standard form, class, and override rules.
  • Field name, data type, and position in record.
  • Pattern of tokens, actions to execute, and the logic.
  • Class, token, and standard form.

Investigation of data using QualityStage is for _____________________

  • discovering the actual values of missing data.
  • transforming the data from one data type to another.
  • verifying the reliability of the data in the fields to be used as matching criteria.
  • identifying all the data sources for data consolidation.

What is DataStage/Quality Stage Administrator client used for?

  • Compiling all the jobs at once.
  • Exporting log messages for a job.
  • Scheduling jobs to execute.
  • Setting up project properties.

What does character discrete investigation examine?

  • Multiple domain fields.
  • Single domain fields.
  • None of the above.
  • Both single domain and multiple domain fields.

What is DataStage/QualityStage Director client used for?

  • Clearing log messages of a job.
  • Publishing and managing shared information services.
  • Enabling run time column propagation for parallel jobs.
  • Compiling and executing a job.

Which one of the following is NOT a survive technique?

  • Probability based rule
  • Longest Field
  • Most Recent
  • Most Frequent

Which of the following should be avoided regarding the use of Match Improvement Strategy?

  • Adjust weights using weight overrides.
  • Use only one Match Pass.
  • Set critical values for important fields.
  • Add additional passes.

A QualityStage investigate job will NOT ________________

  • discover trends and anomalies.
  • identify invalid and default values.
  • examine single domain and free-form text fields.
  • group records together that are considered duplicates.

What does the informational content of a QualityStage Match phase measure?

  • The severity of false positives and false negatives.
  • The degree of importance of a particular data field.
  • The confidence of a match.
  • The significance of discriminating value and frequency.

What does the QualityStage Standardization Rule Set contain?

  • Rules for eliminating columns of data.
  • Rules on which records to keep
  • Logic for parsing, classifying, and pattern processing the data.
  • Information on how to perform calculation with the data.

Which one of the following is NOT a necessary step in QualityStage to address data quality issues?

  • Transform
  • Survive
  • Standardize
  • Investigate

If data value AEJPA 5342G is investigated using an all-C mask, what would the result look like?

  • CCCCBCCCCC
  • AEJPA XXXXG
  • AEJPA 5342G
  • AEJPA G

Which of the following is NOT true regarding the use of Match Type?

  • Reference Match has many-to-one correspondence.
  • All of the above.
  • Reference Match has one-to-one correspondence.
  • Unduplicate Match requires two source files.

What will a QualityStage match job do?

  • Construct consolidated household views of individuals.
  • Enforce business standards on data elements.
  • Gain complete understanding of data within context.
  • Create cross reference keys.

Which of the following is Weight Override used to add or replace?

  • Agreement weight
  • All of the above.
  • Calculated weight
  • Disagreement weight

Which of the following is NOT a Match Stage comparison method?

  • NAME_UNCERT
  • FREQUENCY
  • CNT_DIFF
  • UNCERT

Which of the following will be generated by a QualityStage Word Investigate job?

  • Sample report and token report.
  • Pattern report and output report.
  • Pattern report and token report.
  • Sample report and detail report.

What is Character Concatenate method used for?

  • To analyze data using one or more character masks.
  • All of the above.
  • To investigate one or more fields to uncover any relationship between the field values.
  • To generate reports for frequency and pattern references.

IBM P2090-095 Exam Syllabus Topics:

SectionObjectives
Topic 1: InfoSphere QualityStage Architecture- Components and workflow
  • 1. QualityStage stages overview
    • 2. Parallel job design concepts
      Topic 2: Data Quality Fundamentals- Core concepts of data quality
      • 1. Data profiling fundamentals
        • 2. Accuracy, completeness, consistency concepts
          Topic 3: Matching and Linking- Match design principles
          • 1. Match specifications and scoring
            • 2. Deterministic vs probabilistic matching
              Topic 4: Standardization and Parsing- Data standardization techniques
              • 1. Parsing unstructured data
                • 2. Rule sets and reference data usage
                  Topic 5: Data Cleansing and Survivorship- Record consolidation concepts
                  • 1. Survivorship rules
                    • 2. Duplicate resolution strategies
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