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AWS Data Lake Administrator

AWS Data Lake Administrator

Tata Consultancy ServicesBengaluru, Karnataka, India
30+ days ago
Job description

TCS Hiring for AWS Data Lake Administrator

Role - AWS Data Lake Administrator

Experience - 10 to 14 Years

Location - Bengaluru, Hyderabad

Roles & Responsibilities

Key Responsibilities :

  • Administer and manage the AWS Data Lake infrastructure, ensuring high availability, security, and performance.
  • Configure and manage AWS S3, Lake Formation, and Glue Data Catalog to organize, secure, and catalog data within the data lake.
  • Set up and manage Redshift Spectrum for querying and analyzing data stored in S3 using SQL and Redshift.
  • Implement and manage data ingestion pipelines to ingest structured and unstructured data from various sources into the data lake using AWS services like Glue ETL, Lambda, and other orchestration tools.
  • Define and enforce data governance policies, access control, and security measures using AWS Lake Formation, ensuring compliance with organizational and regulatory requirements.
  • Optimize data storage in S3 through partitioning, compression, and appropriate data formats like Parquet, Avro, or ORC to improve query performance.
  • Monitor and manage the Glue Catalog for maintaining metadata, table definitions, and data lineage within the data lake.
  • Collaborate with data engineers, architects, and analysts to ensure seamless access to data for analytics and machine learning.
  • Troubleshoot and optimize query performance in Redshift Spectrum, and manage workload performance in the data lake environment.
  • Implement backup, recovery, and disaster recovery strategies for data lake assets, ensuring data integrity and availability.
  • Maintain detailed documentation of data lake architecture, security policies, and data governance procedures.

Qualifications :

  • 4-8 years of experience in managing data lake environments, with a focus on AWS data services.
  • Strong expertise in AWS services like S3, Lake Formation, Glue, Glue Data Catalog, Redshift Spectrum, and Lambda.
  • Good knowledge of SQL and query optimization techniques, particularly in querying data from S3 using Redshift Spectrum and Athena.
  • Experience in data ingestion pipelines using AWS Glue ETL, Lambda, and other AWS orchestration tools.
  • Strong understanding of data governance, access control, and security best practices in AWS environments.
  • Experience with data formats (Parquet, ORC, Avro, JSON) and optimizing data storage for cost and performance.
  • Knowledge of data partitioning, compression, and indexing strategies in S3.
  • Familiarity with monitoring, troubleshooting, and optimizing AWS Data Lake performance.
  • Excellent communication and collaboration skills to work across teams and support business requirements.
  • AWS certifications, such as AWS Certified Big Data – Specialty or AWS Certified Solutions Architect, are a plus.

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