
Building Scalable Data Pipelines
1 semana atrás
A high-performance data engineer is needed to lead the development of scalable and efficient data processing pipelines.
About This Role- We are seeking a highly skilled individual with experience in AWS (API Gateway, Lambda/Fargate, S3, Glue, CloudWatch)
- Strong knowledge of PySpark (partitioning, joins, optimization) and its applications in real-world scenarios.
- Experience with data integration and manipulation in REST APIs using proven techniques.
- Expertise in infrastructure as code (Terraform or CloudFormation) for streamlined deployment and management.
- Advanced proficiency in English and excellent communication skills.
- Hands-on experience with columnar and table formats (Parquet, Delta, Hudi, Iceberg).
- Familiarity with data quality tools (Great Expectations, Soda) for ensuring accuracy and reliability.
- Knowledge of Step Functions, EventBridge, or Kinesis for building efficient workflow automation.
- Good API security practices (Cognito, WAF, IAM Policies) to safeguard sensitive data.
- Proactive problem-solving skills to address complex technical issues.
- Ability to handle agile environments and rapid changes with ease.
- Design, develop, and maintain APIs using AWS API Gateway for seamless data exchange.
- Implement integrations with Lambda or Fargate for efficient data ingestion.
- Develop processing pipelines in PySpark (AWS Glue or EMR) to optimize data processing efficiency.
- Manage data in S3 and Glue Data Catalog for streamlined data storage and retrieval.
- Ensure data quality and integrity through regular data quality checks.
- Optimize pipeline costs and performance through continuous monitoring and improvement.
- Create and maintain technical documentation and development standards for team collaboration and knowledge sharing.
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