Description

You will build software to manage and explore large machine learning datasets.

Responsibilities

• Study large machine learning datasets and build software pipelines to curate datasets from various data collections.
• Build backend services that enhance data explorability over curated machine learning datasets.
• Build data visualization solutions (videos, 3D assets, etc.) to represent data samples with improved visibility and reasonable rendering cost.

Required Skills

• Proficiency in programming and query languages, specifically Python and SQL.
• Experience with data pipeline, modeling, database, and query tools such as Dagster, PostgreSQL, MongoDB, or Trino.
• Experience developing visualizations that enhance data exploration.
• Understanding of typical analytics sought during model debugging.
• 2+ years of professional experience.

Preferred Skills

• Experience with data visualizations of video data and 3D point clouds/meshes.
• Experience with machine learning training/validation/QA or model debugging workflows.

Key Skills

Education

Any Graduate