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  • Data Engineer - Centurion - AICA Consultancy

    AICA Consultancy
    AICA Consultancy Centurion

    1 month ago

    Default job background
    Description

    Data Pipeline Development:

    • Building efficient ETL/ELT pipelines using Databricks and Delta Lake for structured, semi-structured, and unstructured data.

    • Transforming raw data into consumable datasets for analytics and machine learning.

    Data Optimization:

    • Improving performance by implementing best practices like partitioning, caching, and Delta Lake optimizations.

    • Resolving bottlenecks and ensuring scalability.

    Data Integration:

    • Integrating data from various sources such as APIs, databases, and cloud storage systems (e.g., AWS S3, Azure Data Lake).

    Real-Time Streaming:

    • Designing and deploying real-time data streaming solutions using Databricks Structured Streaming.

    Data Quality and Governance:

    • Implementing data validation, schema enforcement, and monitoring to ensure high-quality data delivery.

    • Using Unity Catalog to manage metadata, access permissions, and data lineage.

    Collaboration and Documentation:

    • Collaborating with data analysts, data scientists, and other stakeholders to meet business needs.

    • Documenting pipelines, workflows, and technical solutions.

    Deliverables:

    • Fully functional and documented data pipelines.

    • Optimized and scalable data workflows on Databricks.

    • Real-time streaming solutions integrated with downstream systems.

    • Detailed documentation for implemented solutions and best practices.

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