Confluent CCDAK : Confluent Certified Developer for Apache Kafka Certification Examination

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Sep 30, 2026
  • Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Schema Management5-10%- Avro Schemas
- Schema Registry Architecture
- Schema Evolution and Compatibility
- Protobuf and JSON Schemas
- Schema Registration and Retrieval
Topic 2: Kafka Connect10-15%- Source and Sink Connectors
- Offset Management in Connect
- Connector Configuration
- Connect Architecture (Workers, Connectors, Tasks)
- Single Message Transformations (SMT)
- Converters and Transforms
Topic 3: Monitoring and Operations5-10%- Log Compaction
- Kafka Metrics and Monitoring
- Disaster Recovery
- Consumer Lag and Health Checks
- Cross-region Replication
Topic 4: Installing and Configuring Kafka5-10%- ZooKeeper vs KRaft Mode
- Topic Creation and Configuration
- Broker Configuration Parameters
- Partition Assignment Strategies
Topic 5: Security5-10%- Authentication (SASL, SSL/TLS)
- Encryption in Transit
- Authorization (ACLs)
- Securing Schema Registry
Topic 6: Kafka Streams20-25%- State Stores and Processors
- Transformation Operations (map, filter, join, aggregate)
- Windowed Operations (Tumbling, Hopping, Session)
- Exactly-Once Processing
- Interactive Queries
- Streams Architecture and Topology
- Testing Kafka Streams Applications
Topic 7: Developing with Kafka Consumers15-20%- Offset Management
- Consumer Configuration and Tuning
- Multi-threaded Consumers
- Commit Strategies (Auto, Manual, Cooperative)
- Deserialization
- Consumer Interceptors
- Consumer Groups and Rebalancing
Topic 8: Developing with Kafka Producers15-20%- Serialization (JSON, Avro, Protobuf)
- Partitioning Strategies
- Exactly-Once Semantics
- Idempotent Producers
- Error Handling and Retry Logic
- Producer Configuration and Tuning
- Producer Interceptors
Topic 9: Kafka Fundamentals10-15%- Brokers and Clusters
- Log Segments and Retention
- Producer and Consumer Basics
- Topics, Partitions, and Offsets
- Replication Factor and ISR

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

Question #1

Which tool can you use to modify the replication factor of an existing topic?

  • A. kafka-topics.sh
  • B. kafka-recreate-topic.sh
  • C. kafka-reassign-partitions.sh
  • D. kafka-reassign-topics.sh
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

(You started a new Kafka Connect worker.
Which configuration identifies the Kafka Connect cluster that your worker will join?)

  • A. connector.id
  • B. worker.id
  • C. cluster.id
  • D. group.id
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

You are developing a Java application using a Kafka consumer.
You need to integrate Kafka's client logs with your own application's logs using log4j2.
Which Java library dependency must you include in your project?

  • A. SLF4J implementation for Log4j2 (org.apache.logging.log4j:log4j-slf4j-impl)
  • B. SLF4J implementation for Log4j 1.2 (org.slf4j:slf4j-log4j12)
  • C. None, the right dependency will be added by the Kafka client dependency by transitivity.
  • D. Just the log4j2 dependency of the application
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

This schema excerpt is an example of which schema format?
package com.mycorp.mynamespace;
message SampleRecord {
int32 Stock = 1;
double Price = 2;
string Product_Name = 3;
}

  • A. YAML
  • B. Protobuf
  • C. JSON Schema
  • D. Avro
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

You are composing a REST request to create a new connector in a running Connect cluster. You invoke POST /connectors with a configuration and receive a 409 (Conflict) response.
What are two reasons for this response? (Select two.)

  • A. The connector configuration was invalid, and the response body will expand on the configuration error.
  • B. The Connect cluster is in process of rebalancing.
  • C. The connect cluster has reached capacity, and new connectors cannot be created without expanding the cluster.
  • D. The Connector already exists in the cluster.
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

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