AWS Data Architect

4 days ago


Cape Town, Western Cape, South Africa PBT Group Full time
About the Role

PBT Group is currently seeking a highly skilled AWS Data Engineer to join our team. As a Data Engineer, you will play a crucial role in constructing and maintaining data pipelines and datamarts, emphasizing scalability, repeatability, and security.

Key Responsibilities
  • Architecting Data Analytics Frameworks
  • Designing and Developing Data and Batch/Real-Time Analytical Solutions
  • Leading the Development of Data and Batch/Real-Time Analytical Solutions
  • Overseeing User Story Analysis, Design, Software Development, Testing, and Automation Tool Creation
Requirements
  • Minimum of 5 Years of Experience in Data Engineering or Software Engineering
  • Demonstrated Leadership Experience, Managing Teams of Engineers for 3-5 Years
  • Minimum of 2 Years of Experience in Big Data
  • At Least 5 Years of Experience with Extract, Transform, and Load (ETL) Processes
  • Minimum of 2 Years of Experience with AWS (Amazon Web Services)
  • Demonstrated Experience with Agile or Other Rapid Application Development Methodologies for at Least 2 Years
  • 5 Years of Proven Expertise in Object-Oriented Design, Coding, Testing Patterns, and Working with Commercial or Open-Source Software Platforms and Large-Scale Data Infrastructures
  • Proficiency in Creating Data Feeds from On-Premise to AWS Cloud (2 Years)
  • Support Experience for Data Feeds in Production on a Break-Fix Basis (2 Years)
  • Minimum of 4 Years of Experience in Creating Data Marts Using Talend or Similar ETL Development Tools
  • Proficiency in Data Manipulation Using Python and PySpark (2 Years)
  • Experience in Processing Data Using the Hadoop Paradigm, Particularly with EMR, AWS's Distribution of Hadoop (2 Years)
  • DevOps Experience in Big Data and Business Intelligence, Including Automated Testing and Deployment (2 Years)
  • Extensive Knowledge of Various Programming or Scripting Languages
  • Expertise in Data Modeling and an Understanding of Different Data Structures and Their Suitability for Specific Use Cases
Additional Technical Skills Required
  • The Ability to Design Highly Scalable Distributed Systems Using Various Open-Source Tools
  • Proficiency in Both Batch and Streaming Big Data Tools
  • Experience with Talend for at Least 1 Year
  • Familiarity with AWS Services Such as EMR, EC2, and S3 for at Least 1 Year
  • Proficiency in Python for at Least 1 Year
  • Familiarity with PySpark or Spark (Desirable for at Least 1 Year)
  • Experience in Business Intelligence Data Modeling for 3 Years
  • Proficiency in SQL for 3 Years
Desirable
  • 5+ Years of Experience in Retail Operations
Qualifications/Certifications
  • A Bachelor's Degree in Computer Science, Computer Engineering, or Equivalent Work Experience for a Minimum of 4 Years
  • AWS Certification, at Least at the Associate Level

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