AWS Glue Data Engineer - (Blr/Pune/Hyd/BBSR/Chennai/Kochi)
- Source: Naukri
- Tata Consultancy Services
- On-site
- Bengaluru
- Full-Time
- Senior
Job Description
Key Responsibilities
- Design and develop scalable ETL workflows using AWS Glue.
-
Build and optimize Glue components such as:
- Crawlers
- Jobs
- Workflows
- Triggers
-
Data Catalog
- Develop PySpark-based transformations and data processing pipelines.
-
Process structured and semi-structured data formats including:
- JSON
- XML
-
CSV
- Implement metadata management using Glue Data Catalog and Crawlers.
- Develop custom transformations using AWS Glue libraries.
- Design and implement data quality solutions using AWS Glue capabilities.
- Manage AWS Glue costs and perform DPU capacity planning.
- Implement security controls, encryption, access management, and auditing.
- Optimize Spark workloads running in Hadoop-based environments.
- Collaborate with architects, data engineers, and business teams to deliver reliable data solutions.
Must-Have Skills
AWS Glue
-
Strong hands-on experience with:
- AWS Glue Jobs
- Glue Crawlers
- Glue Triggers
- Glue Workflows
-
Glue Data Catalog
- Experience developing enterprise-scale ETL solutions.
PySpark & Big Data
-
Strong experience with:
- PySpark
- Apache Spark
-
Hadoop ecosystem
- Experience optimizing Spark jobs and troubleshooting performance issues.
Data Engineering
-
Strong understanding of:
- ETL/ELT concepts
- Data integration patterns
- Data transformation frameworks
Data Quality & Governance
-
Experience implementing:
- Data quality checks
- Data validation processes
- Metadata management
AWS Security
-
Knowledge of:
- Data encryption
- IAM permissions
- Access control
- Audit and compliance frameworks
Good-to-Have Skills
-
Experience with:
- AWS Streaming Solutions
- AWS Lambda
- S3
- Athena
-
Redshift
-
Exposure to:
- Real-time data processing
- Data Lake architectures
- Data governance frameworks
Skills
- amazon-web-services
- aws-glue
- pyspark
- JSON
- xml-format
- Spark
- Hadoop
- apache-hadoop
- aws-lambda
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