CDP Data Engineer

Measured data

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CDP Data Engineer

CDP-3002

We scored 50 real CDP Data Engineer exam questions 1-10 on question complexity and broke the result down by exam domain.

50 questions scored
5 domains
1.9/10 overall complexity

Complexity by exam domain

Higher scores mean more demanding question formats. The exam score is computed over the whole bank, not averaged across domains.

Exam complexity score1.9/10Gentle · measured across 50 bank questions
  • Data Ingestion13 questions · complexity 1.9/10 · Gentle

    31% multi-select · 0% scenario · 31% interactive

  • Data Pipeline Orchestration7 questions · complexity 1.7/10 · Gentle

    29% multi-select · 0% scenario · 29% interactive

  • Data Security and Governance5 questions · complexity 2.0/10 · Gentle

    40% multi-select · 0% scenario · 20% interactive

  • Data Storage and Management10 questions · complexity 1.8/10 · Gentle

    30% multi-select · 0% scenario · 30% interactive

  • Data Transformation15 questions · complexity 2.0/10 · Gentle

    33% multi-select · 0% scenario · 33% interactive

Full per-domain breakdown

Blueprint weight, bank size and question format mix for every domain of the exam.

DomainBlueprintQuestionsSingleMultiInteractiveComplexity
Data Ingestion25%135441.9/10Gentle
Data Pipeline Orchestration15%73221.7/10Gentle
Data Security and Governance10%52212.0/10Gentle
Data Storage and Management20%104331.8/10Gentle
Data Transformation30%155552.0/10Gentle

How the score is calculated

The formula is fixed and public, so anyone can reproduce these numbers from the same bank.

Every question in the CDP Data Engineer bank is measured on four signals that can be read directly from the database. Each signal is expressed as a share of the questions in the domain, and the four shares are combined with fixed weights:

  • Multi-select questions (40% weight). Items with more than one correct answer. The candidate has to find all of them, which is the single hardest format in the bank.
  • Scenario questions (30% weight). Questions longer than 150 characters, which describe a situation instead of a definition and therefore test reasoning rather than recall.
  • Interactive questions (20% weight). Items that require reading code or a configuration snippet.
  • Deep explanations (10% weight). Questions whose explanation runs past 300 characters, which signals a concept with real nuance behind it.

The combined share is multiplied by ten to produce a 1-10 score. The exam-level score is computed over the whole bank rather than averaged across domains, so a small domain cannot distort the total. Figures on this page are recomputed from the live bank on every crawl.

Data set: Certilum CDP Data Engineer Foundation question bank, 50 questions, 5 domains. Published by CERTILUM. This is Certilum’s own measurement of its own question bank and is not an official Cloudera statistic.

Questions analysed
50
Exam domains
5
Hardest domain
Data Security and Governance (2.0)
Most approachable domain
Data Pipeline Orchestration (1.7)
Question mix
19 single · 16 multi · 15 interactive
Measured on
Foundation

Frequently asked questions

What our CDP Data Engineer complexity numbers mean and how they are produced.