AI Algorithm Engineer

2 weeks ago


Singapore MEDIATEK SINGAPORE PTE. LTD. Full time
Roles & Responsibilities

About MediaTek

MediaTek Incorporated (TWSE: 2454) is the world's 5th largest global fabless semiconductor company. Joining MediaTek means becoming part of a team that powers over 2 billion ICs worldwide, enriching and enhancing everyday life. Our chipsets are integral to a wide range of products, from smartphones, mobile devices to home and IoT devices, in entertainment and multimedia products, and provide connectivity and communication solutions that keep people connected with friends and their families with access to online resources. Working at MediaTek offers you the opportunity to contribute to the world through the devices we use in our daily lives – it's more than just a job, it's a chance to make a meaningful impact.

What you will do

1. Generative AI: Language/Multi-modal Model Algorithm Development

  • Transformer-based architecture (LLaMa etc.)
  • RNN and SSM-based architecture (Mamba etc.)

2. AI Vison/Voice/NLP/Algorithm Development

3. Edge AI (APU) Algorithm Development and Optimization

  • Neural network optimization (Quantization/Pruning/Speculative Decoding)
  • Neural network design automation

4. Advanced AI Algorithm: Reinforcement learning (RL), On-device learning

What you will bring

1. Familiar with deep learning framework: Tensorflow, Pytorch.

2. Familiar with on-device framework for mobile/embedding devices: TFLite, ExecuTorch

3. Required programming language: Python, C/C++, Java.

4. 2+ years experience in deep learning and generative AI algorithm/model development/optimization, model training methodology.

5. It is nice to have experience in developing deep learning and generative AI algorithms for mobile/embedding devices.

Location: One North, Singapore

Join us now Tomorrow built by you

Tell employers what skills you have

TensorFlow
Machine Learning
Multimedia
Entertainment
Mathematics
Computer Vision
Mixed Signal
Network Optimization
Network Design
PyTorch
Algorithm Development
Python
Mobile Devices
Silicon
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