and roots Documentation

website·Indexed 32 days ago

https://docs.androots.co.jp

Information regarding the vision and professional activities of and roots, focusing on creating time for digital technology experts to engage with the essence of business, with specific mentions of sports and poker.

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What's inside and roots

  1. Understand the and roots Growth Hack team roles

    The Growth Hack team is divided into two specialized roles to support sustainable business growth:

    1. Data Engineer: Focuses on designing and automating data collection and processing flows. They connect various business data to DWH applications to provide continuous data streams to end-users and analytics engineers. Key responsibilities include data collection (app data, logs), master data management, and Reverse ETL.
    2. Analytics Engineer: Focuses on transforming, testing, and documenting data to provide clean datasets, allowing end-users to spend more time on actual analysis. Key responsibilities include data modeling with dbt, data quality management, documentation/metadata maintenance, visualization/metrics management (BI tools), and data enablement.

    Both roles also share a common responsibility for providing data analysis support as Data Analysts.

  2. Reference the and roots data technical stack

    The following tools and languages are used by the and roots data team for their infrastructure and workflows:
    | Category | Tool/Language | Purpose |
    | :--- | :--- | :--- |
    | Database Language | SQL | Data extraction, DB operations |
    | Programming Language | Python | Data collection, analysis |
    | Programming Language | R | Data analysis |
    | DWH | Google Cloud / BigQuery | Data Warehouse application |
    | Batch Processing | Google Cloud / Cloud Functions | Data ingestion, ETL |
    | Secret Management | Google Cloud / Secret Manager | Managing sensitive information |
    | BI Tool | Google Cloud / Looker Studio | Visualization |
    | Batch Processing | trocco | Data ingestion, ETL |
    | Batch Processing | Airbyte | Data ingestion, ETL |
    | ELT / Modeling | dbt Cloud | Data modeling |
    | Master Data Mgmt | Retool | Master data management |
    | Data Catalog | Select Star | Data cataloging |
    | Version Control/CI | GitHub / GitHub Actions | Code management, CI/CD |
    | IDE | Jupyter | Data analysis |