RE/RS, Data Understanding - Foundations
Core
Developing new methods to select, combine, and transform data for high-quality dataset creation and quantized representation to improve frontier model capabilities.
Role type
Senior Research Scientist (Data Understanding)
Builds
High-quality datasets and quantized representations for big model training runs
Domain
AI Research / Large Language Model Training
Deliverable
production ML models
Required skills
ML research, data curation, experimental design, data synthesis, VQ representations, tokenization, data filtering, deduplication, quality control
Preferred skills
deep learning systems, large-scale data processing systems, AI impact assessment (privacy, provenance)
Responsibilities
Develop new methods to select, combine, and transform data; create datasets that improve model capabilities; design rigorous experiments to understand data choices and interventions; translate successful research into scalable data processing pipelines
Seniority
Senior, hands-on IC