Key Responsibilities:
- Design develop and maintain high-performance ETL and real-time data pipelines using Apache Kafka and Apache Flink.
- Build scalable and automated MLOps pipelines for model training validation and deployment using AWS SageMaker and related services.
- Implement and manage Infrastructure as Code (IaC) using Terraform for AWS provisioning and maintenance.
- Collaborate with ML Data Science and DevOps teams to ensure reliable and efficient model deployment workflows.
- Optimize data storage and retrieval strategies for both structured and unstructured large-scale datasets.
- Integrate and transform data from multiple sources into data lakes and data warehouses.
- Monitor troubleshoot and improve performance of cloud-native data systems in a fast-paced production setup.
- Ensure compliance with data governance privacy and security standards across all data operations.
- Document data engineering workflows and architectural decisions for transparency and maintainability.
Requirements
- 5 Years of experience as Data Engineer or in similar role
- Proven experience in building data pipelines and streaming applications using Apache Kafka and Apache Flink.
- Strong ETL development skills with deep understanding of data modeling and data architecture in large-scale environments.
- Hands-on experience with AWS services including SageMaker S3 Glue Lambda and CloudFormation or Terraform.
- Proficiency in Python and SQL; knowledge of Java is a plus especially for streaming use cases.
- Strong grasp of MLOps best practices including model versioning monitoring and CI/CD for ML pipelines.
- Deep knowledge of IaC tools particularly Terraform for automating cloud infrastructure.
- Excellent analytical and problem-solving abilities especially with regard to data processing and deployment issues.
- Agile mindset with experience working in fast-paced iterative development environments.
- Strong communication and team collaboration skills.
Apache Kafka, Apache Flink,AWS SageMaker, Terraform, MLOPs, Python, Pyspark
Education
Bachelor s degree