The role involves owning datasets for speech systems, building data quality metrics, and integrating quality gates. Responsibilities include auditing, curating audio/text data, and ensuring compliance.

The role involves designing and developing model evaluation pipelines, user studies for subjective evaluations, and automated dashboards to report results, alongside leading the evaluation team and communicating with other teams to improve model performance.