Confluent CCDAK : Confluent Certified Developer for Apache Kafka Certification Examination

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Oct 02, 2026   Q&As: 92 Questions and Answers

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

You want to connect with username and password to a secured Kafka cluster that has SSL encryption.
Which properties must your client include?

  • A. security.protocol=SSLsasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username='myUser' password='myPassword';
  • B. security.protocol=SASL_SSLsasl.jaas.config=org.apache.kafka.common.security.plain.
    PlainLoginModule required username='myUser' password='myPassword';
  • C. security.protocol=SASL_PLAINTEXTsasl.jaas.config=org.apache.kafka.common.security.plain.
    PlainLoginModule required username='myUser' password='myPassword';
  • D. security.protocol=PLAINTEXTsasl.jaas.config=org.apache.kafka.common.security.ssl.
    TlsLoginModule required username='myUser' password='myPassword';
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

You are sending messages to a Kafka cluster in JSON format and want to add more information related to each message:
Format of the message payload
Message creation time
A globally unique identifier that allows the message to be traced through the systemWhere should this additional information be set?

  • A. Header
  • B. Value
  • C. Broker
  • D. Key
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

(Which configuration determines the maximum number of records a consumer can poll in a single call to poll()?)

  • A. fetch.max.records
  • B. max.records.consumer
  • C. max.poll.records.interval
  • D. max.poll.records
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #4

(You have a Kafka Connect cluster with multiple connectors deployed.
One connector is not working as expected.
You need to find logs related to that specific connector to investigate the issue.
How can you find the connector's logs?)

  • A. Change the log level to DEBUG to include connector context information.
  • B. Modify the log4j.properties file to add a dedicated log appender for the connector.
  • C. Modify the log4j.properties file to enable connector context.
  • D. Make no change; there is no way to isolate connector logs.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

A stream processing application is consuming from a topic with five partitions. You run three instances of the application. Each instance has num.stream.threads=5.
You need to identify the number of stream tasks that will be created and how many will actively consume messages from the input topic.

  • A. 5 created, 5 actively consuming
  • B. 15 created, 5 actively consuming
  • C. 15 created, 15 actively consuming
  • D. 5 created, 1 actively consuming
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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