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Описание вакансии
Текст:
TL;DR
ML Research Engineer (AI): Building and optimizing a distributed framework for large language model training and inference with an accent on system optimization and collaboration with ML teams. Focus on integrating state-of-the-art technologies to enhance ML systems.
Location: San Francisco, CA; Seattle, WA; New York, NY
Salary: $218,400—$273,000 USD
Company
At Scale, our mission is to develop reliable AI systems for the world's most important decisions.
What you will do
- Build, profile and optimize our training and inference framework
- Collaborate with ML teams to accelerate their research and development
- Research and integrate state-of-the-art technologies to optimize our ML system
Requirements
- Strong excitement about system optimization
- Experience with multi-node LLM training and inference
- Experience with developing large-scale distributed ML systems
- Strong software engineering skills, proficient in frameworks and tools such as CUDA, Pytorch, transformers
- Strong written and verbal communication skills
Nice to have
- Demonstrated expertise in post-training methods for large language models
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