Big Data Engineer Roles & Responsibilities | Edureka
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The document outlines the roles, responsibilities, and skills required for a Big Data Engineer, highlighting their role in managing and processing large-scale data systems. Big Data Engineers develop, maintain, and optimize the architecture and tools needed for data ingestion, transformation, and analysis. Key skills include proficiency in operating systems, ETL processes, programming languages, NoSQL technologies, and various big data frameworks.
Big Data Engineer Roles & Responsibilities | Edureka
- 1. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training
- 2. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Agenda Who is a Big Data Engineer? What does a Big Data Engineer do? Big Data Engineer Roles Big Data Engineer Responsibilities Big Data Engineer Skills
- 3. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Who is a Big Data Engineer? Data Engineers are the ones who the complete architecture of the large-scale processing system. Develops Tests Constructs Maintains
- 4. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Roles Generalist Pipeline-centric Database-centric Generalists are often responsible for every step of the data process, from managing data to analysing it Pipeline-centric data engineers work alongside data scientists to help make use of the data they collect Database-centric data engineers work with data warehouses across multiple databases
- 5. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Responsibilities Design, Develop, Construct, Install, Test & Maintain the complete data management & processing systems Building highly scalable, robust & fault-tolerant systems Taking care of the complete ETL(Extract, Transform & Load) process Ensuring architecture is planned in such a way that it meets all the business requirements
- 6. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Responsibilities Discovering various opportunities for data acquisitions and exploring new ways of using existing data Proposing ways to improve data quality, reliability & efficiency of the whole system Creating a complete solution by integrating a variety of programming languages & tools together Creating data models to reduce system complexity and hence increase efficiency & reduce cost
- 7. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Responsibilities Deploying Disaster Recovery Techniques Introducing new data management tools & technologies into the existing system to make it more efficient.
- 8. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Responsibilities Data Ingestion Data Transformation Performance Optimization Acquiring data from the various sources & then ingesting it into the data lake Converting data from one format to other, or from one structure to another based on the use-case Building a system which is both scalable & efficient
- 9. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Skills Operating Systems ETL/Data Warehousing Programming Language NoSQL Technologies Big Data Frameworks Real-time Processing Framework DBMS & Database Architectures SQL-based Technologies
- 10. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Frameworks Operating Systems ETL/Data Warehousing Programming Language NoSQL Technologies Big Data Frameworks Real-time Processing Framework DBMS & Database Architectures SQL-based Technologies
- 11. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Skills
- 12. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Skills Operating Systems ETL/Data Warehousing Programming Language NoSQL Technologies Big Data Frameworks Real-time Processing Framework DBMS & Database Architectures SQL-based Technologies
- 13. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Real-Time Processing Framework
- 14. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Skills Operating Systems ETL/Data Warehousing Programming Language NoSQL Technologies Big Data Frameworks Real-time Processing Framework DBMS & Database Architectures SQL-based Technologies
- 15. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training DBMS & Database Architectures
- 16. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Skills Operating Systems ETL/Data Warehousing Programming Language NoSQL Technologies Big Data Frameworks Real-time Processing Framework DBMS & Database Architectures SQL-based Technologies
- 17. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training SQL-based Technologies
- 18. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Skills Operating Systems ETL/Data Warehousing Programming Language NoSQL Technologies Big Data Frameworks Real-time Processing Framework DBMS & Database Architectures SQL-based Technologies
- 19. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training NoSQL Databases
- 20. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Skills Operating Systems ETL/Data Warehousing Programming/Scripting Language NoSQL Technologies Big Data Frameworks SQL-based Technologies Real-time Processing Framework DBMS & Database Architectures
- 21. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Programming/Scripting Languages
- 22. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Skills Operating Systems ETL/Data Warehousing Programming Language NoSQL Technologies Big Data Frameworks SQL-based Technologies Real-time Processing Framework DBMS & Database Architectures
- 23. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training ETL/Data Warehousing
- 24. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Big Data Engineer Skills Operating Systems ETL/Data Warehousing Programming Language NoSQL Technologies Big Data Frameworks SQL-based Technologies Real-time Processing Framework DBMS & Database Architectures
- 25. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training Operating Systems
- 26. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Big Data Masters Program @ Edureka
- 27. Copyright © 2017, edureka and/or its affiliates. All rights reserved.Big Data Architect Masters Program https://www.edureka.co/masters-program/big-data-architect-training