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 02, 2026   Q&As: 92 Questions and Answers

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

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';


2. Your application is consuming from a topic with one consumer group.
The number of running consumers is equal to the number of partitions.
Application logs show that some consumers are leaving the consumer group during peak time, triggering a rebalance. You also notice that your application is processing many duplicates.
You need to stop consumers from leaving the consumer group.
What should you do?

A) Reduce max.poll.records property.
B) Add more consumer instances.
C) Split consumers in different consumer groups.
D) Increase session.timeout.ms property.


3. You use Kafka Connect with the JDBC source connector to extract data from a large database and push it into Kafka.
The database contains tens of tables, and the current connector is unable to process the data fast enough.
You add more Kafka Connect workers, but throughput doesn't improve.
What should you do next?

A) Add more Kafka brokers to the cluster.
B) Increase the number of Kafka partitions for the topics.
C) Increase the value of the connector's property tasks.max.
D) Modify the database schemas to enable horizontal sharding.


4. Your Kafka cluster has five brokers. The topic t1 on the cluster has:
Two partitions
Replication factor = 4
min.insync.replicas = 3You need strong durability guarantees for messages written to topic t1.You configure a producer acks=all and all the replicas for t1 are in-sync.How many brokers need to acknowledge a message before it is considered committed?

A) 5
B) 2
C) 4
D) 3


5. What is the default maximum size of a message the Apache Kafka broker can accept?

A) 2MB
B) 1MB
C) 5MB
D) 10MB


Solutions:

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

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