II.
SkillArea overview
Reference · liveskill-area:kafka-stream-processing
Kafka Stream Processing overview
Building real-time data pipelines on Apache Kafka: Kafka Streams DSL, ksqlDB, exactly-once semantics, stateful aggregations, windowing, consumer-group rebalancing, and schema management with Schema Registry.
Attributes
displayName
Kafka Stream Processing
description
Building real-time data pipelines on Apache Kafka: Kafka Streams DSL,
ksqlDB, exactly-once semantics, stateful aggregations, windowing,
consumer-group rebalancing, and schema management with Schema Registry.
domains
requiresLanguages
requiresStackParts
expertiseLevels
- intermediate
- expert
- authoritative
Outgoing edges
applies_to3
- domain:data-engineering·DomainData Engineering
- specialization:redis-ops·SpecializationRedis Operations
- topic:event-driven-architecture·TopicEvent-Driven Architecture
uses_language3
- language:java·LanguageJava
- language:java·LanguageJava
- language:scala·LanguageScala
uses_stack_part2
- stack-part:message-queue·StackPartMessage Queue
- stack-part:event-bus·StackPartEvent Bus
Incoming edges
integrates_with1
- tool-server:mcp-kafka·ToolServerKafka MCP Server
lib_requires_skill_area1
- lib-skill:data-engineering-analytics--stream-processing-windowing-designer·LibrarySkillStream Processing Windowing Designer
prerequisite_for_learning2
- skill-area:stream-processing-design·SkillAreaStream Processing Design
- skill-area:backend-async-processing·SkillAreaBackend Async & Background Processing
requires_expertise2
- role:trading-systems-engineer·RoleTrading Systems Engineer
- role:streaming-engineer·RoleStreaming Engineer
requires_skill_area19
- stack-profile:stream-processing·StackProfileStream Processing Stack (Kafka, Flink, Schema Registry, Prometheus)
- stack-profile:adtech-real-time-bidding·StackProfileAdTech Real-Time Bidding Stack (Go, Redis, Kafka, ClickHouse, Prometheus)
- stack-profile:cqrs-read-model·StackProfileCQRS Read Model (TypeScript, Elasticsearch, Kafka, PostgreSQL, NestJS, Docker)
- stack-profile:real-time-analytics-stack·StackProfileReal-Time Analytics Stack (Kafka, ClickHouse, Grafana, dbt)
- stack-profile:event-driven-stack·StackProfileEvent-Driven Stack (Kafka, Consumers, Schema Registry)
- workflow:precision-agriculture-data-pipeline·WorkflowPrecision Agriculture Data Pipeline
- workflow:event-driven-architecture-review·WorkflowEvent-Driven Architecture Review
- workflow:real-time-streaming-health-check·WorkflowReal-Time Streaming Health Check
- workflow:cdc-pipeline-validation·WorkflowCDC Pipeline Validation
- workflow:data-pipeline-monitoring·WorkflowData Pipeline Monitoring
- workflow:grid-stability-monitoring·WorkflowGrid Stability Monitoring
- workflow:game-analytics-instrumentation·WorkflowGame Analytics Instrumentation
- workflow:content-release-pipeline·WorkflowContent Release Pipeline
- workflow:feature-store-management·WorkflowFeature Store Management
- workflow:inventory-replenishment-cycle·WorkflowInventory Replenishment Cycle
- workflow:transaction-reporting-cycle·WorkflowTransaction Reporting Cycle
- workflow:market-data-feed-validation·WorkflowMarket Data Feed Validation
- workflow:fleet-maintenance-scheduling·WorkflowFleet Maintenance Scheduling
- workflow:data-pipeline-monitoring·WorkflowData Pipeline Monitoring
stack_part_used_by2
- stack-part:event-bus·StackPartEvent Bus
- stack-part:message-queue·StackPartMessage Queue
used_by_skill_area2
- language:java·LanguageJava
- language:scala·LanguageScala