Member of Technical Staff - Synthetic Data & Data Scaling
Core
Design and run synthetic data pipelines at scale to generate, filter, weight, and scale training data for model pretraining and midtraining.
Role type
Senior IC machine-learning engineer (synthetic data & scaling)
Builds
Synthetic data generation and curation pipelines
Domain
Artificial Intelligence / Large Language Models
Deliverable
production ML models
Required skills
Synthetic data generation, data filtering, data weighting, scaling strategies, experimental design, ablation studies, model evaluation metrics
Preferred skills
Pretraining strategies, midtraining optimization, hypothesis testing, pipeline orchestration
Technologies
N/A
Responsibilities
Design and run synthetic data pipelines at scale, build methods to measure data intervention impact, run scaling and ablation experiments to determine training inputs
Seniority
Senior, hands-on IC
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