Quant Development - AI/ML

Newbridge Alliance

  • Singapore
  • Permanent
  • Full-time
  • 5 days ago
Our client is a pioneering technology-driven financial services company that leverages AI and ML to deliver high-quality trading solutions. They're seeking talented individuals to join their team in advancing research and development in core AI technologies.The ideal candidate will contribute to breakthrough research in areas such as:
  • Advanced model architectures, including sparse activation mechanisms and dynamic routing algorithms
  • Efficient training and inference methods for large-scale models
  • Innovations in attention mechanisms, tokenization algorithms, and embedding optimization
Key areas of focus include:
  • Developing novel approaches to mixture of experts, multi-head attention, and tokenization
  • Analyzing the impact of tokenization on model performance and designing unified frameworks for multilingual models
  • Optimizing embedding compression and semantic space optimization
To be considered, you'll need:
  • A Master's or PhD in Computer Science, AI, Mathematics, or a related field
  • Research experience in relevant areas, with published papers or in-depth projects
  • Proficiency in frameworks like PyTorch/JAX and experience with large model training and fine-tuning
  • A deep understanding of Transformer architectures and experience with related source code
  • Familiarity with distributed training and memory optimization is desirable

Newbridge Alliance