Cloudera · CDP-3002

Cloudera CDP Data Engineer

CDP-DE · CDP-3002

The Cloudera CDP Data Engineer (CDP-3002) is the vendor credential that proves you can build and tune production data pipelines on the Cloudera Data Platform — with nearly half the exam riding on Apache Spark alone. For data engineers, this badge is often the line item that unlocks a Cloudera-shop role, a contract renewal, or a promotion. But it's a single 90-minute online attempt against a hard 55% cut score, with no notes and no IDE allowed — fail it and you re-pay the fee and lose weeks. This page breaks down exactly what's tested, how it's delivered, and how to clear it the first time.

90 Minutes
50 Questions
55% to Pass
Online Proctored

Pay Only After You Pass

No upfront fee — you settle only after your verified passing result. We advertise guaranteed results — 100% pass guaranteed or money back.

Exam Spec Sheet

Provider Cloudera
Exam Code CDP-3002
Format Multiple choice · 50 questions
Duration 90 minutes
Passing Score 55%
Fee ~$330 USD
Delivery Online, remotely proctored
Proctoring QuestionMark Secure
Language English
See CDP-DE Help Options

EXAM FORMAT

How the Cloudera CDP Data Engineer (CDP-3002) exam is built — at a glance

50

Questions

Multiple-choice items testing both conceptual understanding and practical, scenario-based judgment. No coding exercises — but the questions assume you've actually built Spark jobs.

90

Minutes

A 90-minute window — roughly 1.8 minutes per question. Dense scenario questions on Spark and performance tuning can eat that budget quickly if you're not fast.

55%

To Pass

A fixed 55% cut score. With 50 questions, you can afford to miss roughly 22 and still pass — but there's no partial credit and no curve.

Timing & closed-book rules

You get a single 90-minute attempt with no scheduled break. The exam is strictly closed-book: no reference materials, white papers, user guides, IDEs, or notes are permitted. Everything is answered from knowledge, so familiarity with PySpark and Spark SQL syntax matters under the clock.

How scoring works

Each of the 50 questions is weighted equally toward a single percentage score, and you need 55% to earn the credential. There is no section-by-section pass/fail — but because Spark and performance tuning make up about 70% of the question pool, a weak grasp of those two areas alone can sink the whole result.

WHAT'S TESTED

Five domains — bars show each topic's approximate share of the CDP-3002 question pool

1

Apache Spark

48%

The heart of the exam: Spark DataFrames, distributed processing, Hive integration, and running Spark workloads on Kubernetes within CDP.

2

Performance Tuning

22%

Reading explain plans, optimizing joins, caching strategies, and partitioning to make pipelines run efficiently at scale.

3

Apache Airflow

10%

Orchestrating ETL with DAGs, scheduling, incremental extraction, and embedding data-quality checks into pipelines.

4

Deployment

10%

Deploying and operating jobs through the Cloudera Data Engineering service via the API and CLI.

5

Apache Iceberg

10%

Working with the Iceberg table format on CDP — schema evolution, snapshots, and modern lakehouse data management.

Weightings are based on Cloudera's published CDP-3002 exam guide and may be adjusted between exam versions. The headline takeaway is unmissable: Spark and performance tuning together account for roughly 70% of the exam, so deep, practical command of Spark on CDP is the difference between passing and re-paying.

DELIVERY & PROCTORING

An online-only exam — and what to expect on test day

Online, proctored via QuestionMark

There is no test-center option — the CDP-3002 is delivered entirely online and monitored through QuestionMark Secure. You register and pay (about $330 USD) through the Cloudera Education store, then schedule and launch your proctored session. Your machine must meet QuestionMark's technical requirements.

Strictly closed-book

No reference materials, white papers, user guides, second screens, or other resources are allowed at any point. The secure browser locks down your environment, and the proctoring layer flags anything that looks like outside help, so your setup needs to be clean before you launch.

ID & identity check

Expect a valid government photo ID check and an identity capture before the secure exam unlocks. Your name should match your Cloudera Education registration exactly.

Environment scan

A clear desk, no second monitor, no phone in reach, and a webcam check of your room. The QuestionMark Secure browser blocks other applications during the test.

During the exam

Stay on camera and in frame for the full 90 minutes. A stable connection is essential — dropping offline mid-session can interrupt or invalidate your attempt.

WHO SHOULD TAKE THIS

Built for engineers running data pipelines on Cloudera Data Platform

  • Data engineers building Spark pipelines on Cloudera Data Platform
  • ETL developers moving from legacy Hadoop to modern CDP workloads
  • Consultants and contractors at Cloudera partner and customer shops
  • Big-data professionals validating Spark, Airflow, and Iceberg skills
  • Engineers whose role, raise, or contract requires a vendor credential

PREREQUISITES & DIFFICULTY

No formal requirements — but real Spark experience is assumed

  • No formal prerequisites or required courses to register
  • Hands-on Spark (PySpark / Spark SQL and DataFrames) strongly assumed
  • Comfort with explain plans, joins, partitioning, and caching
  • Working knowledge of Airflow DAGs and Iceberg table format

Difficulty: This is a practitioner exam, not a memorization quiz. The 55% cut score sounds forgiving, but Spark-heavy scenario questions and performance-tuning items punish anyone who hasn't actually debugged and optimized real pipelines on CDP. Closed-book, single attempt, and the clock — that's exactly the pressure point our help is built to remove.

HOW EXAM ASSIST HELPS YOU PASS CDP-DE

The Cloudera CDP Data Engineer is a high-stakes, closed-book, single-attempt online exam standing between you and a role, raise, or contract. Exam Assist pairs you with a vetted Cloudera and Spark specialist and works on a pay-after-you-pass model — so the risk sits with us, not you. No upfront fee, guaranteed results: Exam Assist handles the sitting end to end, and you settle only after the verified result.

1

Share your exam details

Tell us your target date, your current Spark and CDP experience, and your deadline. Takes a couple of minutes over WhatsApp, Telegram, or Discord.

2

Get an honest feasibility answer

We review your timeline and the CDP-3002 blueprint and tell you plainly whether it's realistic — before any money is discussed. If it isn't a fit, we say so.

3

The sitting is handled

Exam Assist handles the sitting end to end. You're matched with a Cloudera/Spark specialist who maps the work around the Spark-heavy weighting, performance tuning, Airflow, and the QuestionMark environment — discreetly and confidentially.

4

Settle after the verified result

You only pay once your passing result is confirmed. No verified result, nothing owed.

Ready to lock in your CDP-DE result?

See the full pay-after-you-pass arrangement, how matching works, and the honest feasibility check.

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FREQUENTLY ASKED

Straight answers about the Cloudera CDP Data Engineer (CDP-3002) exam

What score do I need to pass the Cloudera CDP Data Engineer exam? +
You need a minimum of 55% on the CDP-3002 exam to pass. The exam has 50 questions and a 90-minute time limit, so there is no curve — every question counts equally toward that 55% threshold. No reference materials, IDEs, or notes are allowed during the test.
What topics are tested on the Cloudera CDP-3002 Data Engineer exam? +
The exam is heavily weighted toward Apache Spark, which makes up about 48% of questions, covering DataFrames, distributed processing, Hive integration, and running Spark on Kubernetes. Performance tuning is roughly 22%, while Apache Airflow scheduling, deployment via the Cloudera Data Engineering service, and Apache Iceberg each account for about 10%.
Is the Cloudera CDP Data Engineer exam taken online? +
Yes. The CDP-3002 exam is delivered fully online and remotely proctored through QuestionMark Secure. You take it from a private room with a webcam, a stable internet connection, and a clear desk. There is no test-center option, and no external resources are permitted during the session.
How much does the Cloudera CDP Data Engineer exam cost? +
The CDP-3002 exam fee is approximately $330 USD, though pricing can vary by region. You register and pay through the Cloudera Education store, then schedule your online proctored session through QuestionMark.
Do I need hands-on Spark experience for CDP-3002? +
There are no formal prerequisites, but the exam is built for working data engineers. Because nearly half the questions involve Spark DataFrames, performance tuning, and distributed processing, candidates without practical experience writing and optimizing Spark jobs tend to struggle. Familiarity with Airflow DAGs and Iceberg tables also helps.
Do I pay Exam Assist before or after I see my result? +
You settle only after your verified passing result is confirmed. There is no upfront fee — you share your exam details, receive an honest feasibility answer, and decide before any money changes hands. We advertise a guaranteed pass with money back if you do not pass; we offer a transparent, results-first arrangement.

KEEP EXPLORING

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YOUR CDP-DE RESULT, HANDLED

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