Architectural Computing Algorithm Engineer

PERSOL SINGAPORE PTE. LTD.

Singapore, Singapore
Not specified
Phd in computer science or mathematics
Llm and vlm model optimization experience
3d representation learning expertise
PERSOL Singapore is seeking an Architectural Computing Algorithm Engineer to focus on the optimization and development of advanced AI models, particularly those related to spatial understanding and 3D scene generation. The ideal candidate will possess a PhD in a relevant field, along with experience in software development and a strong background in AI algorithms

Job Summary

  • The role focuses on training and inference optimization of foundation models including LLMs and VLMs using low-bit quantization.
  • Candidates will research and develop next-generation Spatial Foundation Models for 3D scene generation and reconstruction.
  • The position requires deep expertise in operator fusion and kernel-level optimization for diverse hardware platforms like GPU and NPU.

Matching Summary

Match Score: 85

PERSOL Singapore is seeking an Architectural Computing Algorithm Engineer to focus on the optimization and development of advanced AI models, particularly those related to spatial understanding and 3D scene generation. The ideal candidate will possess a PhD in a relevant field, along with experience in software development and a strong background in AI algorithms.

Skills & Requirements

Must-have

  • PhD in Computer Science or Mathematics
  • LLM and VLM model optimization experience
  • 3D representation learning expertise
  • Python C++ programming proficiency
  • PyTorch TensorFlow framework knowledge
  • Low-bit quantization techniques
  • Operator fusion and kernel optimization

Nice-to-have

  • Experience with autonomous driving applications
  • Knowledge of embodied AI systems
  • Familiarity with world models and simulation
  • Technical project management experience
  • Background in generative diffusion models
  • Understanding of NeRF and 3DGS methods

Key Requirements

  • PhD in Computer Science, Mathematics, or related fields
  • At least 2 years of software development experience
  • Proficiency in Python and C/C++ programming languages
  • Strong background in heterogeneous computing and computer architecture
  • Practical experience with VLM, VLA, or 3D models

Work Rights

Not specified

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