RE/RS, Data Understanding (MM)
Core
Creating high-quality datasets and quantized representations for OpenAI's big model training runs, including synthesizing multimodal data and building VQ representations.
Role type
Senior Research Scientist (Data Understanding)
Builds
Multimodal datasets (images, audio, video) and supervisions for model training
Domain
AI Research / Multimodal Data Engineering
Deliverable
production ML models
Required skills
ML research, multimodal data synthesis, data pipeline optimization, quality filtering, automated data prep, empirical evaluation
Preferred skills
multimodal learning, synthetic data, data-centric ML, deep learning systems, AI safety/privacy
Technologies
VQ representations, multimodal data processing frameworks
Responsibilities
Synthesize multimodal content and supervisions, improve noisy data pipelines, build quality filters, automate data preparation, measure dataset impact on model performance
Seniority
Senior, hands-on IC