Head of Data Pipeline & Annotation Automation

Genesis AI; San Francisco (CA); Vor Ort; USD 120.000 - 150.000; Vollzeit

Zusammenfassung

Genesis AI is looking for an experienced professional to scale and manage their data engine and annotation pipelines in San Francisco, California. This role involves overseeing the process from raw data to training-ready datasets and requires a deep understanding of data and machine learning operations.

The ideal candidate will have 4+ years leading data pipelines, strong Python skills, and the ability to automate processes effectively. Join a pioneering AI lab that emphasizes hands-on technical leadership in a fast-paced environment.

Qualifikationen

• 4+ years in data or ML pipelines with leadership experience.
• Strong Python skills (Pandas, NumPy, PyTorch) and SQL.
• Understand ML concepts like training versus test, precision, and recall.
• Experience in hands-on technical leadership.

Aufgaben

• Run the data engine and ensure training-ready datasets.
• Design the ontology with the model team.
• Automate trajectory annotation and data synthesis.
• Stand up and scale labeling with a delivery schedule.
• Transform evaluation failures into targeted collection jobs.
• Track metrics like inter-annotator agreement and label error rate.

Jobbeschreibung

Genesis AI is looking for an experienced professional to scale and manage their data engine and annotation pipelines in San Francisco, California. This role involves overseeing the process from raw data to training-ready datasets and requires a deep understanding of data and machine learning operations.

The ideal candidate will have 4+ years leading data pipelines, strong Python skills, and the ability to automate processes effectively. Join a pioneering AI lab that emphasizes hands-on technical leadership in a fast-paced environment.