Confluent CCDAK : Confluent Certified Developer for Apache Kafka Certification Examination

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Aug 12, 2026
  • Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

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

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. (You create a topic with five partitions.
What can you assume about messages read from that topic by a single consumer group?)

A) All messages will be read from exactly one broker by the consumer group.
B) Messages from one partition can be consumed by any of the consumers in a group for faster processing.
C) The consumer group can only read the same number of messages from all the partitions.
D) Messages can be consumed by a maximum of five consumers in the same consumer group.


2. Which two statements about Kafka Connect Single Message Transforms (SMTs) are correct?
(Select two.)

A) SMTs are often used to join multiple records from a source data system into a single Kafka record.
B) Masking data is a good example of an SMT.
C) Multiple SMTs can be chained together and act on source or sink messages.
D) SMT functionality is included within Kafka Connect converters.


3. (You are building real-time streaming applications using Kafka Streams.
Your application has a custom transformation.
You need to define custom processors in Kafka Streams.
Which tool should you use?)

A) Processor API
B) TopologyTestDriver
C) Kafka Streams Custom Transformation Language
D) Kafka Streams Domain Specific Language (DSL)


4. You have a topic with four partitions. The application reads from it using two consumers in a single consumer group.
Processing is CPU-bound, and lag is increasing.
What should you do?

A) Add more partitions to the topic to increase the level of parallelism of the processing.
B) Decrease the max.poll.records property of consumers.
C) Add more consumers to increase the level of parallelism of the processing.
D) Increase the max.poll.records property of consumers.


5. You need to consume messages from Kafka using the command-line interface (CLI).
Which command should you use?

A) kafka-console-consumer
B) kafka-get-messages
C) kafka-consumer
D) kafka-consume


Solutions:

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

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