Senior AWS Data Engineer
2 weeks ago
Job Summary.
We are seeking a highly skilled and experienced Senior AWS Data Engineer to lead our cloud data architecture, design, and development initiatives.
The ideal candidate will have deep expertise in building and managing large-scale data pipelines and solutions on AWS, as well as strong experience in data architecture, ETL, and real-time data processing.
You will collaborate with cross-functional teams to design, build, and maintain robust, scalable, and efficient data infrastructure and analytics solutions.
Key Responsibilities :
Data Pipeline Design and Development :
- Architect and build large-scale, distributed data processing pipelines on AWS using services such as AWS Glue, Lambda, Kinesis, S3, and Redshift.
- Develop and optimize ETL processes to extract, transform, and load data from a variety of structured and unstructured data sources.
- Design real-time and batch data integration workflows using tools such as AWS Data Pipeline, Kafka, or Apache Airflow.
Data Architecture and Modeling :
- Design, implement, and maintain data architectures (i.e., data lakes, data warehouses) that are scalable, flexible, and cost-efficient.
- Collaborate with data scientists, analysts, and other stakeholders to understand business requirements and translate them into technical designs.
- Develop complex data models that support various analytical and business intelligence (BI) requirements.
Cloud Infrastructure Management :
- Manage and optimize AWS infrastructure for data processing, including EC2, EMR, RDS, DynamoDB, and other relevant AWS services.
- Implement monitoring, logging, and alerting systems to ensure the availability, reliability, and scalability of data solutions.
- Ensure security and compliance by implementing best practices such as encryption, IAM roles, VPC configurations, and monitoring.
Performance Optimization and Automation :
- Automate data pipeline deployment and monitoring using CI/CD tools such as Jenkins or AWS CodePipeline.
- Tune performance of AWS services like Redshift, Athena, and EMR to handle large volumes of data efficiently.
- Perform root cause analysis of data pipeline failures and implement preventive measures.
Collaboration and Mentorship :
- Work closely with engineering teams, product managers, and business stakeholders to deliver scalable and efficient data solutions.
- Mentor junior data engineers and provide technical leadership across the team.
- Participate in design reviews, code reviews, and architecture discussions.
Required Skills & Qualifications :
- 10+ years of experience in Data Engineering, with a strong focus on cloud platforms and distributed data systems.
- Deep expertise in AWS cloud services, especially S3, Redshift, Glue, Kinesis, Lambda, EMR, and DynamoDB.
- Strong hands-on experience with ETL/ELT processes, data integration, and transformation.
- Proficient in programming languages such as Python, Java, or Scala.
- Experience with orchestration tools like AWS Step Functions, Airflow, or similar.
- Strong knowledge of SQL and database design for data lakes and data warehouses.
- Familiarity with big data processing frameworks such as Apache Spark, Hadoop, or Kafka.
- Hands-on experience with DevOps practices, CI/CD pipelines, and infrastructure-as-code tools such as Terraform or CloudFormation.
- Experience with data governance, data quality, and metadata management in a cloud environment.
- Strong problem-solving, communication, and collaboration skills.
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