Exam Outline

Databricks Certified Context Engineer Associate

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Exam Subjects

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Scoped Questions

1,350

Domain Weight Gap

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Databricks Certified Context Engineer Associate 52 topics
- Foundations of Context Engineering 16% 7 subtopics
- System Prompt and Instruction Design 9% 4 subtopics
- Knowledge Retrieval and Genie Configuration 20% 9 subtopics
- Memory Architecture with Lakebase and MLflow 18% 8 subtopics
- Tool Design, MCP, and Agent Context 13% 6 subtopics
- Context Compression and Compaction 11% 5 subtopics
- Multi-Agent and Long-Horizon Task Design 13% 6 subtopics

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52 mapped topics in scope

1,350 questions in this outline

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Domain mix

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Foundations of Context Engineering 16%

System Prompt and Instruction Design 9%

Knowledge Retrieval and Genie Configuration 20%

Memory Architecture with Lakebase and MLflow 18%

Tool Design, MCP, and Agent Context 13%

Context Compression and Compaction 11%

Multi-Agent and Long-Horizon Task Design 13%

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