• Generative AI: Language/Multi-modal Model Algorithm Development
  - Transformer-based architecture (LLaMa etc.)
  - RNN and SSM-based architecture (Mamba etc.)
• AI Vison/Voice/NLP/Algorithm Development
• Edge AI (APU) Algorithm Development and Optimization
  - Neural network optimization (Quantization/Pruning/Speculative Decoding)
  - Neural network design automation
• Advanced AI Algorithm: Reinforcement learning (RL), On-device learning

• Familiar with on-device framework for mobile/embedding devices: TFLite, ExecuTorch
• Required programming language: Python, C/C++, Java
• Knowledge in deep learning and generative AI algorithm/model development/optimization, model training methodology preferred.
• It is nice to have experience in developing deep learning and generative AI algorithms for mobile/embedding devices.

One North, Si...