What you do:
1. Generative AI: Language/Multi-modal Model Algorithm Development
- Transformer-based architecture (LLaMa etc.)
- RNN and SSM-based architecture (Mamba etc.)
2. AI Vison/Voice/NLP/Algorithm Development
3. Edge AI (APU) Algorithm Development and Optimization
- Neural network optimization (Quantization/Pruning/Speculative Decoding)
- Neural network design automation
4. Advanced AI Algorithm: Reinforcement learning (RL), On-device learning
What you bring:
1. Familiar with deep learning framework: Tensorflow, Pytorch.
2. Familiar with on-device framework for mobile/embedding devices: TFLite, ExecuTorch
3. Required programming language: Python, C/C++, Java.
4. 2+ years experience in deep learning and generative AI algorithm/model development/optimization, model training methodology.
5. It is nice to have experience in developing deep learning and generative AI algorithms for mobile/embedding devices.
6. Candidates with more years of experience will be considered for a senior role.
