Cloudera Specialist and Senior Data Architect

2 weeks ago


Singapore Capgemini Singapore Pte. Ltd. Full time
  1. Work with multiple customers to understand their requirements and design solutions around Cloudera data platform (CDP) migration, data lake and data warehouses.
  2. Cloudera data platform (CDP) and Cloudera Machine learning (CML) clusters design and setup for PROD and DR.
  3. Review and validate the existing cluster design for CDP and CML and provide the review report.
  4. Design strategies for data migration from old cluster to new cluster.
  5. Discuss and design the strategies and solutions for ELT jobs migration across clusters.
  6. Design migration strategies for data transfer from on-prem clusters to the cloud.
  7. Review the existing security and governance practices on the clusters and submit the report.
  8. Architect and design the data lake solution for the cloud including various layers and data ingestion and transformation.
  9. Propose optimized and robust security and governance solutions for data lake on the cloud.
  10. Design robust and reusable frameworks/solutions across various areas like cluster setup process, data reconciliation, data migration etc.
  11. Propose short term and long-term roadmaps to the customer based on their requirements and long-term vision.
  12. Manage, guide and work with large data architecture and cloud teams.

Job Requirements:

  1. At least 10+ years working experience in creating data lakes and Data Warehouses both on-prem and Cloud.
  2. Having experience on at least 2 migration projects from Big Data appliance (Oracle BDA, IBM BDA, Teradata BDA) to Cloudera data platform (CDP 7.1.7/7.1.9).
  3. Experience in setting up Cloudera Clusters (CDP & CML) for at least 2 projects.
  4. Must be able to propose solutions using the Cloudera data platform (CDP) and Cloudera machine learning (CML) tools.
  5. Having very good experience in automating the routine tasks using technologies like Python, Shell scripting etc.
  6. Expert knowledge in devising migration strategies for data migration from BDA cluster to the new CDP cluster.
  7. Deep technical knowledge and expertise in migrating ELT jobs from BDA cluster to the new CDP cluster.
  8. Expert in performance tuning for the ELT jobs across tools like ODI, Informatica etc.
  9. Should be well versed in various aspects like sizing, infra, networking, compatibility etc. with respect to the Cloudera clusters.
  10. Hands on knowledge on implementing data lake security and governance best practices.
  11. Must have worked on projects on Cloud platforms like AWS, Azure etc.
  12. Working knowledge of projects in banking and financial domain is a must.
  13. TOGAF Certification is mandatory.
  14. Must have architect level certification in at least 2 cloud platforms amongst AWS, Azure and Google cloud.
  15. Must have good communication skills so as to manage the customer in terms of requirements gathering and validation.
  16. Must have experience in leading and managing large teams.


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