
Cloud-Native Data Engineer
2 days ago
Job Title: Data Architect
We are seeking skilled data engineers to design, build, and manage robust data pipelines that power agentic AI solutions on AWS.
The role focuses on developing efficient ETL/ELT workflows, ensuring data quality, security, and scalability to support AI/ML model training, inference, and intelligent decision-making processes in a cloud-native environment.
Key Responsibilities:
- Design, develop, and maintain ETL/ELT pipelines to process structured, unstructured, and streaming data in AWS environments.
- Leverage AWS services such as S3, Glue, EMR, Lambda, Kinesis, Step Functions, Redshift, Athena, DynamoDB, RDS, and Lake Formation for scalable data ingestion, transformation, storage, and querying.
- Ensure robust data governance, security, and quality controls throughout the data lifecycle, supporting regulatory compliance.
- Enable both real-time and batch data processing pipelines to power AI-driven workflows and applications.
- Collaborate closely with AI/ML teams to prepare clean, high-quality datasets optimized for model training, inference, and fine-tuning.
- Optimize data infrastructure to achieve high performance, scalability, reliability, and cost efficiency.
- Implement CI/CD pipelines and data engineering best practices in a cloud-native architecture for automated deployments.
- Monitor, debug, and resolve issues in data pipelines to ensure high availability, reliability, and minimal latency.
Required Skills & Qualifications:
- Strong programming skills in Python, SQL, and/or Scala/Java.
- Expertise in AWS cloud services, including S3, Glue, EMR, Redshift, Athena, Kinesis, Lambda, Step Functions, DynamoDB, and RDS.
- Experience with data pipeline orchestration tools such as Apache Airflow, AWS Step Functions, Dagster, or similar.
- Proficiency in big data frameworks like Apache Spark, Hadoop, or Flink.
- Solid understanding of data modeling, data warehousing concepts, and schema design principles.
- In-depth knowledge of data governance, lineage, security policies (IAM roles, encryption, Lake Formation).
- Hands-on experience in managing real-time streaming data using Kafka, Kinesis, or equivalent tools.
- Familiarity with DevOps practices, including infrastructure as code (Terraform, CloudFormation), CI/CD automation, Git, and containerization (Docker).
PREFERRED ATTRIBUTES:
- Experience working in regulated industries (healthcare, life sciences) with a focus on compliance and data privacy.
- Strong problem-solving skills and ability to work in a collaborative, cross-functional team environment.
- Passion for designing scalable and efficient cloud-native data solutions.
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