Exam Name: Specialist - Data Scientist, Data Engineering Exam
Certification Provider: EMC
Corresponding Certification: EMC Certification
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Instant Download EMC : DES-7DE1 Questions & Answers as PDF & Test Engine
Updated: Aug 11, 2026
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EMC DES-7DE1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Processing Streaming and IoT Data | 20% | - IoT data use cases and streaming tools - Streaming architectures (e.g., Apache Kafka, Apache Flink) |
| Building Data Pipelines with Python | 20% | - Python programming for data pipeline development |
| Data Warehousing with SQL and NoSQL | 17% | - NoSQL tools use cases and features - Relational database characteristics and performance |
| The Role of the Data Engineer | 5% | - Skills and responsibilities of a data engineer |
| Extract-Transform-Load (ETL) Offload with Hadoop and Spark | 18% | - ETL, ELT processes and schedulers - Hadoop ecosystem and Apache Spark architecture |
| Data Governance, Security and Privacy for Big Data | 20% | - Data governance roles and models - Metadata, Master Data Management and privacy considerations |
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