Exam Name: Specialist - Data Scientist, Data Engineering Exam
Certification Provider: EMC
Corresponding Certification: EMC Certification
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Updated: Jul 25, 2026
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EMC DES-7DE1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| The Role of the Data Engineer | 5% | - Skills and responsibilities of a data engineer - Role in analytics and data science projects |
| Building Data Pipelines with Python | 20% | - Designing and automating data pipelines - Pipeline monitoring and error handling - Python libraries for data processing |
| Data Governance, Security and Privacy | 20% | - Metadata management and MDM - Governance frameworks, roles and policies - Data privacy regulations and ethics - Big data security: Apache Atlas, Ranger, Knox |
| Data Warehousing with SQL and NoSQL | 17% | - Relational databases, schemas and normalization - NoSQL database types, features and use cases - SQL querying and performance considerations |
| ETL/ELT with Hadoop and Spark | 18% | - ETL vs ELT concepts and scheduling tools - Hadoop ecosystem, HDFS and ingestion tools - Apache Spark architecture and processing |
| Processing Streaming and IoT Data | 20% | - Apache Kafka architecture and messaging - Apache Storm and real-time processing - Streaming data concepts and IoT use cases |
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