Ai Specialist (ai Engineering)

Hyphen Partners

Singapore, Singapore
On-site
Model distillation and pruning techniques
4-bit/8-bit quantization expertise
Tensorrt and onnx runtime experience
Hyphen Partners is seeking an AI Specialist Engineer to optimize large language and vision models for on-device inference. The role requires expertise in model distillation and performance benchmarking across different hardware architectures

Job Summary

  • The role focuses on enhancing the performance of large language and vision models specifically for on-device inference.
  • Candidates will develop pipelines for model distillation and handle hardware-specific compilation tasks.
  • Performance benchmarking across various NPU and GPU architectures is a core responsibility of this position.

Matching Summary

Match Score: 85

Hyphen Partners is seeking an AI Specialist Engineer to optimize large language and vision models for on-device inference. The role requires expertise in model distillation and performance benchmarking across different hardware architectures.

Skills & Requirements

Must-have

  • Model distillation and pruning techniques
  • 4-bit/8-bit quantization expertise
  • TensorRT and ONNX Runtime experience
  • Edge deployment and NPU/GPU benchmarking
  • Strong C++ and Python programming skills

Nice-to-have

  • Cross-architecture optimization knowledge
  • Cutting-edge AI solution development
  • Diverse hardware architecture familiarity

Key Requirements

  • Hands-on experience with edge deployment
  • Expertise in model quantization techniques
  • Proficiency in TensorRT and ONNX Runtime

Work Rights

Not specified

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