Purchase Confluent : CCDAK Exam Materials and then pass exam easily
Updated: Nov 14, 2026
No. of Questions: 92 Questions & Answers with Testing Engine
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Confluent CCDAK Exam Overview:
| Certification Vendor: | Confluent |
|---|---|
| Exam Name: | Confluent Certified Developer for Apache Kafka Certification Examination |
| Exam Number: | CCDAK |
| Real Exam Qty: | 60 |
| Certificate Validity Period: | 3 years |
| Passing Score: | Approximately 60% |
| Exam Price: | $150 USD |
| Available Languages: | English |
| Exam Format: | Multiple Choice (Single Answer), Multiple Choice (Multiple Answers) |
| Exam Duration: | 90 minutes |
| Related Certifications: | Confluent Certified Administrator for Apache Kafka (CCAAK) |
| Sample Questions: | Confluent CCDAK Sample Questions |
| Exam Way: | Online proctored exam (Pearson VUE) or in-person testing center |
| Pre Condition: | Recommended: 6+ months of hands-on experience with Apache Kafka and Confluent Platform. Familiarity with distributed systems concepts is strongly recommended. |
| Official Syllabus URL: | https://www.confluent.io/certification/ |
Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Kafka Connect | 10-15% | - Source and Sink Connectors - Connector Configuration - Converters and Transforms - Offset Management in Connect - Single Message Transformations (SMT) - Connect Architecture (Workers, Connectors, Tasks) |
| Topic 2: Developing with Kafka Consumers | 15-20% | - Deserialization - Offset Management - Consumer Configuration and Tuning - Multi-threaded Consumers - Commit Strategies (Auto, Manual, Cooperative) - Consumer Groups and Rebalancing - Consumer Interceptors |
| Topic 3: Developing with Kafka Producers | 15-20% | - Exactly-Once Semantics - Idempotent Producers - Producer Configuration and Tuning - Error Handling and Retry Logic - Partitioning Strategies - Producer Interceptors - Serialization (JSON, Avro, Protobuf) |
| Topic 4: Schema Management | 5-10% | - Schema Registry Architecture - Protobuf and JSON Schemas - Schema Registration and Retrieval - Schema Evolution and Compatibility - Avro Schemas |
| Topic 5: Installing and Configuring Kafka | 5-10% | - Topic Creation and Configuration - Broker Configuration Parameters - ZooKeeper vs KRaft Mode - Partition Assignment Strategies |
| Topic 6: Monitoring and Operations | 5-10% | - Consumer Lag and Health Checks - Disaster Recovery - Log Compaction - Cross-region Replication - Kafka Metrics and Monitoring |
| Topic 7: Kafka Fundamentals | 10-15% | - Log Segments and Retention - Topics, Partitions, and Offsets - Brokers and Clusters - Producer and Consumer Basics - Replication Factor and ISR |
| Topic 8: Security | 5-10% | - Securing Schema Registry - Encryption in Transit - Authentication (SASL, SSL/TLS) - Authorization (ACLs) |
| Topic 9: Kafka Streams | 20-25% | - State Stores and Processors - Windowed Operations (Tumbling, Hopping, Session) - Testing Kafka Streams Applications - Streams Architecture and Topology - Exactly-Once Processing - Transformation Operations (map, filter, join, aggregate) - Interactive Queries |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
You have a Kafka consumer in production actively reading from a critical topic.
You need to update the offset of your consumer to start reading from the beginning of the topic.
Which action should you take?
- A. Temporarily configure the topic's retention.ms parameter to 0 to empty the topic.
- B. Update the consumer configuration by setting auto.offset.reset=earliest.
- C. Update the consumer group's offset to the earliest position using the kafka-consumer-groups CLI tool.
- D. Start a new consumer application with the same consumer group id.
Correct Answer: C 🗳️
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You need to set alerts on key broker metrics to trigger notifications when the cluster is unhealthy.
Which are three minimum broker metrics to monitor?
(Select three.)
- A. kafka.controller:type=KafkaController,name=ActiveControllerCount
- B. kafka.controller:type=ControllerStats,name=UncleanLeaderElectionsPerSec
- C. kafka.controller:type=KafkaController,name=OfflinePartitionsCount
- D. kafka.controller:type=KafkaController,name=TopicsToDeleteCount
- E. kafka.controller:type=KafkaController,name=LastCommittedRecordOffset
Correct Answer: A,B,C 🗳️
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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. Modify the database schemas to enable horizontal sharding.
- C. Increase the number of Kafka partitions for the topics.
- D. Increase the value of the connector's property tasks.max.
Correct Answer: D 🗳️
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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. Increase session.timeout.ms property.
- B. Split consumers in different consumer groups.
- C. Reduce max.poll.records property.
- D. Add more consumer instances.
Correct Answer: A 🗳️
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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 Log4j 1.2 (org.slf4j:slf4j-log4j12)
- B. None, the right dependency will be added by the Kafka client dependency by transitivity.
- C. SLF4J implementation for Log4j2 (org.apache.logging.log4j:log4j-slf4j-impl)
- D. Just the log4j2 dependency of the application
Correct Answer: C 🗳️
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