Research and productionize quantization technology for neural network models.
Develop next-generation Post-Training Quantization and Quantization-Aware Training algorithms.
Design quantization strategies and frameworks considering model architecture and target hardware.
What they want
Bachelor's degree in Computer Science,Electronics,or related field.
Two years post-bachelor experience,or master's/doctoral graduate or expected graduate.
Research or development experience in quantization,model compression,or deep learning optimization.
Nice to have
Top-tier conference paper publications (NeurIPS,ICML,CVPR,ICLR) in quantization or compression.
Experience productizing research and deploying in commercial services.
Advanced experience with ExecuTorch,ONNX,TensorRT,AIMET,llama.cpp optimization libraries.
Seoulstart's read
Visa tier (likely)
D-10 internship / job-seeker
Korean language
Business-level Korean required
English friendliness
Medium: English JD, mixed-language workplace
Context
체험형 internship role at AI optimization startup; 6-month contract with potential extension; hiring manager emphasizes proactive collaboration and translating research into shipped product features rather than pure academic output.
This is Seoulstart's analysis of the public job description, not the employer's stated policy. Verify visa sponsorship, language requirements, and remote allowances directly with the recruiter.