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Copyright © 2017, edureka and/or its affiliates. All rights reserved.
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
Agenda
Who is a Big Data Engineer?
What does a Big Data Engineer do?
Big Data Engineer Responsibilities
Big Data Engineer Skills
Big Data Engineering Learning Path
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
Who is a Big Data Engineer?
Data Engineers are the ones who
Develops Constructs
Tests Maintains
the complete architecture of the large-scale processing system.
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
What Does A Big Data Engineer Do?
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
What Does A Big Data Engineer Do?
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
What Does A Big Data Engineer Do?
Deploying Disaster Recovery Techniques
Introducing new data management tools & technologies into the existing system to make it more
efficient.
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
Big Data Engineer Skills
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
Real-Time Processing Framework
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
DBMS & Database Architectures
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
SQL-based Technologies
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
NoSQL Databases
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
Programming/Scripting Languages
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
ETL/Data Warehousing
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
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
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
Operating Systems
Copyright © 2017, edureka and/or its affiliates. All rights reserved.
Big Data Engineer Learning Path
DBMS & SQL ETL & Data Warehousing
Programming
Language &
Operating System
NoSQL Databases Big Data Frameworks Cloud
Real-Time Framework
How To Become A Big Data Engineer? Edureka

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How To Become A Big Data Engineer? Edureka

  • 1. Copyright © 2017, edureka and/or its affiliates. All rights reserved.
  • 2. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Agenda Who is a Big Data Engineer? What does a Big Data Engineer do? Big Data Engineer Responsibilities Big Data Engineer Skills Big Data Engineering Learning Path
  • 3. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Who is a Big Data Engineer? Data Engineers are the ones who Develops Constructs Tests Maintains the complete architecture of the large-scale processing system.
  • 4. Copyright © 2017, edureka and/or its affiliates. All rights reserved. What Does A Big Data Engineer Do? 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
  • 5. Copyright © 2017, edureka and/or its affiliates. All rights reserved. What Does A Big Data Engineer Do? 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
  • 6. Copyright © 2017, edureka and/or its affiliates. All rights reserved. What Does A Big Data Engineer Do? Deploying Disaster Recovery Techniques Introducing new data management tools & technologies into the existing system to make it more efficient.
  • 7. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 8. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 9. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 10. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Big Data Engineer Skills
  • 11. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 12. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Real-Time Processing Framework
  • 13. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 14. Copyright © 2017, edureka and/or its affiliates. All rights reserved. DBMS & Database Architectures
  • 15. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 16. Copyright © 2017, edureka and/or its affiliates. All rights reserved. SQL-based Technologies
  • 17. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 18. Copyright © 2017, edureka and/or its affiliates. All rights reserved. NoSQL Databases
  • 19. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 20. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Programming/Scripting Languages
  • 21. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 22. Copyright © 2017, edureka and/or its affiliates. All rights reserved. ETL/Data Warehousing
  • 23. Copyright © 2017, edureka and/or its affiliates. All rights reserved. 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
  • 24. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Operating Systems
  • 25. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Big Data Engineer Learning Path DBMS & SQL ETL & Data Warehousing Programming Language & Operating System NoSQL Databases Big Data Frameworks Cloud Real-Time Framework