MediaTek
Posted 1w ago

Machine Learning and Computer Vision Algorithm Engineer

MediaTek
Hsinchu, Taiwan Province, Taiwan
OnsiteFull Time
Responsibilities
  • developing algorithms
  • optimizing models
  • deploying systems
Requirements
  • Master's degree in computer science
  • Mathematics
  • Electrical engineering, or electrical control engineering
  • 2+ years in deep learning algorithm development
  • Optimization, and model training
Technical tools mentioned
PythonC++PyTorchJAXHugging FaceTFLiteONNXExecuTorchvLLMSGLangCUDATriton

Job description

Job Description

1. AI Vision/Video Algorithm Development, Optimization, and Deployment for MediaTek NPU
2. Advanced AI Algorithm Development
(1) Generative AI model exploration
(2) Neural network optimization
(3) Self-supervised/unsupervised learning
(4) On-device Training
3. Edge/Datacenter AI SW platform development
4. Distributed training/inference development

#LI-LYNN

Main Requirements and Qualifications

  1. 1. Proficiency in modern programming languages (Python, C++, etc.), AI/ML frameworks (PyTorch, JAX, Hugging Face, etc.)
  2. 2. Familiar with on-device framework for mobile/embedding devices: TFLite, ONNX, ExecuTorch.
  3. 3. Experience with GenAI serving frameworks (vLLM, SGLang, etc.), kernel optimization (CUDA, Triton)
  4. 4. 2+ years experience in deep learning algorithm/model development/optimization, model training methodology.
  5. 5. Familiar with software development and software engineering, version control system

About MediaTek

Designs and develops system-on-chip solutions for electronic devices.