JobTooAI Researcher — Distillation
Featherless AI
- КомпанияFeatherless AI
- ФорматУдалённо
- АдресRemote (world)
Описание
ABOUT THE ROLE
We’re looking for an AI Researcher focused on model distillation to help us push the frontier of efficient, high-performance models. You’ll work on turning large, expensive models into smaller, faster, and more deployable systems—while maintaining or improving quality.
This role is ideal for someone who enjoys publishing research, working close to real systems, and seeing their ideas move from papers → code → production.
WHAT YOU’LL WORK ON
- Design and evaluate model distillation techniques (teacher–student training, self-distillation, layer-wise distillation, representation matching, etc.)
- Research tradeoffs between model size, latency, memory, and accuracy
- Develop novel distillation approaches for:
- Large language models
- Long-context or specialized architectures
- Inference-constrained environments
- Run large-scale experiments and ablations; analyze results rigorously
- Collaborate with engineers to productionize research outcomes
- Write and submit research papers to top-tier venues (NeurIPS, ICML, ICLR, COLM, etc.)
- Contribute to internal research notes, technical blogs, and open-source projects when appropriate
Требования
Required
- Strong background in machine learning research
- Hands-on experience with model distillation or closely related topics (compression, pruning, quantization, representation learning)
- Publication experience (conference or journal papers, workshop papers, or arXiv preprints)
- Solid…
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