Machine Learning and Computer Vision Algorithm Engineer

2 days ago


Hsinchu, Taiwan MediaTek Full time $90,000 - $120,000 per year

Job Description

  • 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/Video Development
  • Edge AI (NPU) Algorithm Development and Optimization for GAI
  • Neural network optimization (Quantization/Pruning/Speculative Decoding)
  • Neural network design optimization
  • Platform-friendly algorithm modification
  • Advanced AI Algorithm Development
  • Generative AI model exploration
  • Neural network optimization
  • Neural network design automation
  • Self-supervised/unsupervised learning
  • Continuous learning

Requirement

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


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