Which of the following methods is NOT a responsibility of a pipeline maintainer?

A pipeline maintainer focuses on the ongoing upkeep and functionality of data pipelines, which involves ensuring that data flows smoothly from source to destination, addressing any issues that arise, and maintaining the overall health of the system.

Designing complex data modeling strategies is typically the responsibility of data architects or data modelers who concentrate on how data is structured and organized to meet business needs. This role involves strategic planning and high-level design decisions about data frameworks, which extend beyond the day-to-day maintenance tasks that pipeline maintainers are responsible for.

On the other hand, maintaining data privacy compliance, setting up pipeline monitoring, and debugging health check failures are critical tasks for a pipeline maintainer. Compliance with data privacy regulations ensures that the data handling processes adhere to legal standards. Monitoring the pipeline allows for the continuous assessment of its performance and reliability, while debugging health checks involves resolving errors to keep the pipeline operational. All these activities directly support the effective functioning of the data pipelines, reflecting the core responsibilities of a maintainer.