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Über
Roles and Responsibilities: Data Engineering:
Design, develop, and maintain a
Data Lake architecture
using GCP services, particularly
BigQuery
and
AlloyDB . Build robust data pipelines for
ETL/ELT processes
using tools like
Dataflow ,
Cloud Composer , or other GCP services. Integrate data from various sources (structured and unstructured) into the Data Lake, ensuring consistency and reliability. Optimize
BigQuery
data models and queries for high performance and scalability. Database Administration:
Administer and maintain
AlloyDB
instances, ensuring high availability, security, and performance. Perform
backup, recovery, and disaster recovery planning
for AlloyDB and BigQuery. Monitor and optimize database performance, query execution, and resource utilization. Manage
schema design, indexing, partitioning, and clustering
to enhance database efficiency. Apply database governance and compliance best practices to ensure data security and regulatory adherence. Data Governance and Management:
Implement
data governance policies , including role-based access controls, data masking, and encryption. Manage
metadata ,
data cataloging , and
data lineage tracking
to support audit and compliance requirements. Conduct regular health checks on the Data Lake to ensure data quality and integrity. Collaboration and Reporting:
Collaborate with data scientists, analysts, and application developers to define data requirements and deliver solutions. Design and deploy
real-time and batch data analytics solutions
using GCP's BigQuery and Looker. Provide documentation and training to teams on using Data Lake features effectively. Automation and Monitoring:
Automate database and data pipeline tasks. Set up monitoring and alerting for
BigQuery
and
AlloyDB
using
Cloud Monitoring
and
Cloud Logging . Resolve incidents and troubleshoot performance issues in real time.
Wünschenswerte Fähigkeiten
- Database Administration
- ETL
- GCP
- Google Cloud Platform
Berufserfahrung
- Data Engineer
- Database Administrator
- Database Developer
Sprachkenntnisse
- English
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