Quantization Research Engineer
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Seoul, South KoreaPosted 2 months ago
Market pay check
Matched to Computer systems and software professionals
Source: Ministry of Employment and Labor wage information system (wage.go.kr), wage distribution by occupation.
What you'd do
- Research and develop next-generation PTQ,QAT,and model compression algorithms for production use
- Design quantization strategies and frameworks tailored to specific model architectures and target hardware
- Research optimization methods for LLMs,VLMs,diffusion models,and computer vision models
What they want
- Degree in Computer Science,Electrical Engineering,or a related technical field
- Bachelor with 3+ years of experience,or Master or PhD graduate or candidate
- Research or development experience in quantization,model compression,or deep learning optimization
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Nice to have
- Publications at top-tier AI venues including NeurIPS,ICML,CVPR,or ICLR
- Deep hands-on experience with optimization libraries such as TensorRT,AIMET,or llama.cpp
- Experience with LLM inference frameworks including vLLM,SGLang,or llama.cpp
Seoulstart's read
- Visa tier (likely)
- E-7 specialty / professional (likely)
- Korean language
- Business-level Korean required
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