II.
SkillArea JSON
Structured · liveskill-area:kafka-stream-processing
Kafka Stream Processing json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:kafka-stream-processing",
"_kind": "SkillArea",
"_file": "domain/skill-areas/kafka-stream-processing.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Kafka Stream Processing",
"description": "Building real-time data pipelines on Apache Kafka: Kafka Streams DSL,\nksqlDB, exactly-once semantics, stateful aggregations, windowing,\nconsumer-group rebalancing, and schema management with Schema Registry.\n",
"domains": [
"domain:data-engineering",
"topic:event-driven-architecture"
],
"requiresLanguages": [
"language:java",
"language:scala"
],
"requiresStackParts": [
"stack-part:message-queue",
"stack-part:event-bus"
],
"expertiseLevels": [
"intermediate",
"expert",
"authoritative"
]
},
"outgoingEdges": [
{
"from": "skill-area:kafka-stream-processing",
"to": "domain:data-engineering",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:kafka-stream-processing",
"to": "specialization:redis-ops",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:kafka-stream-processing",
"to": "topic:event-driven-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:kafka-stream-processing",
"to": "stack-part:message-queue",
"kind": "uses_stack_part"
},
{
"from": "skill-area:kafka-stream-processing",
"to": "stack-part:event-bus",
"kind": "uses_stack_part"
},
{
"from": "skill-area:kafka-stream-processing",
"to": "language:java",
"kind": "uses_language"
},
{
"from": "skill-area:kafka-stream-processing",
"to": "language:java",
"kind": "uses_language",
"attributes": {}
},
{
"from": "skill-area:kafka-stream-processing",
"to": "language:scala",
"kind": "uses_language",
"attributes": {}
}
],
"incomingEdges": [
{
"from": "language:java",
"to": "skill-area:kafka-stream-processing",
"kind": "used_by_skill_area",
"attributes": {}
},
{
"from": "language:scala",
"to": "skill-area:kafka-stream-processing",
"kind": "used_by_skill_area",
"attributes": {}
},
{
"from": "skill-area:stream-processing-design",
"to": "skill-area:kafka-stream-processing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "skill-area:backend-async-processing",
"to": "skill-area:kafka-stream-processing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "stack-part:event-bus",
"to": "skill-area:kafka-stream-processing",
"kind": "stack_part_used_by",
"attributes": {}
},
{
"from": "stack-part:message-queue",
"to": "skill-area:kafka-stream-processing",
"kind": "stack_part_used_by",
"attributes": {}
},
{
"from": "stack-profile:stream-processing",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:adtech-real-time-bidding",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:cqrs-read-model",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:real-time-analytics-stack",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:event-driven-stack",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area"
},
{
"from": "tool-server:mcp-kafka",
"to": "skill-area:kafka-stream-processing",
"kind": "integrates_with",
"attributes": {}
},
{
"from": "lib-skill:data-engineering-analytics--stream-processing-windowing-designer",
"to": "skill-area:kafka-stream-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "role:trading-systems-engineer",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:streaming-engineer",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "workflow:precision-agriculture-data-pipeline",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:event-driven-architecture-review",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:real-time-streaming-health-check",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:cdc-pipeline-validation",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:data-pipeline-monitoring",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:grid-stability-monitoring",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:game-analytics-instrumentation",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:content-release-pipeline",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:feature-store-management",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:inventory-replenishment-cycle",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:transaction-reporting-cycle",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:market-data-feed-validation",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:fleet-maintenance-scheduling",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:data-pipeline-monitoring",
"to": "skill-area:kafka-stream-processing",
"kind": "requires_skill_area",
"attributes": {}
}
]
}