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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