1d ago

Research Engineer, Post-Training

Redwood City or New York City

$225k-$400k / year

full-timeai-ml

🛠 Tech Stack

💼 About This Role

You'll join the Post-Training team to fine-tune AI models, optimizing their performance and quality. Your work directly contributes to groundbreaking advancements in AI, shaping an era where technology is a companion in daily life. You'll improve model performance and training methods across data, compute, and algorithms.

🎯 What You'll Do

  • Develop alignment algorithms and loss functions for data efficiency
  • Write data pipelines to process diverse web data
  • Identify quality signals to understand model performance
  • Design sampling algorithms to improve serving efficiency

📋 Requirements

  • at least PhD (or equivalent)
  • Experience with GPUs (training, serving, debugging)
  • Experience with data pipelines and data infrastructure
  • Strong understanding of modern ML techniques (RL, transformers)

✨ Nice to Have

  • Experience with product experimentation and A/B testing
  • Experience training large models in a distributed setting
  • Familiarity with ML deployment and orchestration (Kubernetes, Docker)
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