3 Days Left: Snowflakes
4 weeks ago
1. Data Architecture & Design:
- Design and implement data solutions on the Snowflake platform, including data lakes, data warehouses, and data pipelines.- Work with stakeholders to define data requirements and ensure that Snowflake schemas (e.g., star schema, snowflake schema) align with business needs.- Integrate Snowflake with other data sources, applications, and systems.
1. ETL/ELT Development:
- Develop and manage ETL (Extract, Transform, Load) or ELT (Extract, Load, Transform) pipelines to ensure seamless data flow from source systems to Snowflake.- Utilize Snowflake's native features such as Snowpipe, tasks, and streams to automate and optimize data ingestion.
1. Performance Optimization:
- Optimize query performance, storage, and cost management by leveraging Snowflake’s built-in capabilities such as clustering, pruning, and caching.- Monitor and analyze the performance of the Snowflake platform to identify and resolve bottlenecks or inefficiencies.
1. Data Security & Governance:
- Implement data security best practices, including role-based access control (RBAC), data masking, and encryption, in alignment with organizational and compliance standards.- Ensure data governance protocols, such as data lineage, auditing, and metadata management, are implemented across all Snowflake environments.
1. Data Integration & APIs:
- Integrate Snowflake with various data sources (e.g., cloud storage, on-prem systems, APIs, third-party applications).- Develop and maintain APIs for connecting Snowflake to external applications and systems.
1. Collaboration & Communication:
- Collaborate with data scientists, analysts, and business users to understand their data requirements and provide them with the tools and access needed for data analysis and reporting.- Provide technical leadership, mentorship, and support to junior team members.
1. Testing & Troubleshooting:
- Perform unit testing, integration testing, and troubleshooting for data pipelines, processes, and transformations within the Snowflake environment.- Resolve issues related to data integrity, latency, and reliability.
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