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<html><body>T2- AWS Data Engineer &nbsp;Key Responsibilities Design, develop, and maintain scalable data ingestion, transformation, and processing pipelines. Build and optimize ETL/ELT workflows for structured and unstructured data. Develop cloud-native data solutions using AWS services. Design and maintain data lakes, data warehouses, and data marts. Implement data quality, validation, monitoring, and governance processes. Collaborate with business analysts, data scientists, application teams, and stakeholders to understand data requirements. Optimize data processing performance, scalability, and cost efficiency. Develop reusable frameworks and automation for data engineering activities. Troubleshoot and resolve production data issues. Support data security, compliance, and access management requirements. Participate in architecture reviews, code reviews, and continuous improvement initiatives. &nbsp;Required Qualifications Bachelor's or Master's degree in Computer Science, Information Technology, Engineering, Mathematics, or a related field. 3+ years of experience in Data Engineering. Strong experience with AWS cloud services. Proficiency in Python and SQL. Experience building enterprise-scale ETL/ELT pipelines. Strong understanding of data modeling and database concepts. Experience with data warehousing and analytics solutions. Knowledge of software development lifecycle and Agile methodologies. &nbsp;Technical Skills Programming &amp; Query Languages Python SQL Shell Scripting PySpark (preferred) AWS Services Amazon S3 AWS Glue Amazon Redshift AWS Lambda Amazon EMR Amazon Athena Amazon RDS Amazon DynamoDB Amazon CloudWatch AWS IAM AWS Step Functions Data Engineering ETL/ELT Development Data Warehousing Data Lake Architecture Batch and Streaming Data Processing Data Modeling Data Quality Management Metadata Management Performance Optimization Databases PostgreSQL MySQL SQL Server NoSQL Databases &nbsp;Preferred Qualifications Experience with: Apache Spark Apache Airflow Databricks dbt Kafka Experience implementing data governance and security frameworks. Familiarity with CI/CD pipelines and Infrastructure as Code. AWS certifications such as: AWS Certified Data Engineer – Associate AWS Certified Solutions Architect – Associate</body></html>

T2- AWS Data Engineer &nbsp;Key Responsibilities Design, develop, and maintain scalable data ingestion, transformation, and processing pipelines. Build and optimize ETL/ELT workflows for structured and unstructured data. Develop cloud-native data solutions using AWS services. Design and maintain data lakes, data warehouses, and data marts. Implement data quality, validation, monitoring, and governance processes. Collaborate with business analysts, data scientists, application teams, and stakeholders to understand data requirements. Optimize data processing performance, scalability, and cost efficiency. Develop reusable frameworks and automation for data engineering activities. Troubleshoot and resolve production data issues. Support data security, compliance, and access management requirements. Participate in architecture reviews, code reviews, and continuous improvement initiatives. &nbsp;Required Qualifications Bachelor's or Master's degree in Computer Science, Information Technology, Engineering, Mathematics, or a related field. 3+ years of experience in Data Engineering. Strong experience with AWS cloud services. Proficiency in Python and SQL. Experience building enterprise-scale ETL/ELT pipelines. Strong understanding of data modeling and database concepts. Experience with data warehousing and analytics solutions. Knowledge of software development lifecycle and Agile methodologies. &nbsp;Technical Skills Programming &amp; Query Languages Python SQL Shell Scripting PySpark (preferred) AWS Services Amazon S3 AWS Glue Amazon Redshift AWS Lambda Amazon EMR Amazon Athena Amazon RDS Amazon DynamoDB Amazon CloudWatch AWS IAM AWS Step Functions Data Engineering ETL/ELT Development Data Warehousing Data Lake Architecture Batch and Streaming Data Processing Data Modeling Data Quality Management Metadata Management Performance Optimization Databases PostgreSQL MySQL SQL Server NoSQL Databases &nbsp;Preferred Qualifications Experience with: Apache Spark Apache Airflow Databricks dbt Kafka Experience implementing data governance and security frameworks. Familiarity with CI/CD pipelines and Infrastructure as Code. AWS certifications such as: AWS Certified Data Engineer – Associate AWS Certified Solutions Architect – Associate

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