Reflection
Open positions
Research Program Manager Model Evaluations and Safety
You will establish model evaluation and safety operations from the ground up. You will define evaluation frameworks and workflows, embed safety checkpoints into development, prioritize investments, coordinate external…
Member of Technical Staff - Multilingual Data
You will design and operate multilingual data pipelines for sourcing, cleaning, deduplication, language identification, and script normalization. You will establish corpus quality standards, run experiments on data…
Member of Technical Staff - Pre-Training Infra
You will build distributed systems for frontier-model pre-training and operate large-scale training runs. You will optimize throughput, stability, memory, communication, and GPU utilization; maintain pipelines for…
Member of Technical Staff Data Flywheel
You will identify and integrate data sources, design evaluations and feedback loops, analyze model failures, create targeted datasets and reward signals, run human and synthetic data programs, build reliable data…
