> ## Documentation Index
> Fetch the complete documentation index at: https://openvoice.ant.africa/llms.txt
> Use this file to discover all available pages before exploring further.

# Data

**Skills Needed:** Proficiency in programming languages (e.g., Python, Java, Scala), experience with data modeling and ETL processes, familiarity with SQL and NoSQL databases.

**Role:** Design and implement scalable data pipelines, transform raw data into usable formats, ensure data quality and integrity, collaborate with backend and ML engineers to support data-driven decision making.

<Tip>
  Join as a data engineer [here](https://discord.gg/EAGkxxrZtC).
</Tip>