Software Engineer

Russell Tobin is seeking a Software Engineer to work with large machine learning datasets. The role involves building software pipelines and backend services to enhance data exploration and visualization of curated datasets.

Responsibilities:

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

Requirements:

• Proficiency with programming and query languages such as Python and SQL
• Proficiency with data pipeline, modeling, database and query tools, like Dagster, PostgreSQL, MongoDB, Trino or equivalent
• Experiences with visualizations that enhances data exploration. Preferably data visualizations of video data and 3d point clouds/meshes
• Preferably experiences with machine learning training/validation/QA workflow
• Preferably experiences with model debugging workflow. Able to understand what analytics of datasets are typically sought after, during model debugging
• 2+ years of experiences
• B.S. in Computer Science and/or extra experiences in equivalent field