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AI Algorithm Developer
2 months ago
MEDIATEK SINGAPORE PTE. LTD. is seeking a highly skilled AI Algorithm Engineer to join our team.
Roles & Responsibilities:- Generative AI: Develop language and multi-modal model algorithms using transformer-based architecture (LLaMa etc.) and RNN and SSM-based architecture (Mamba etc.).
- AI Vision/Voice/NLP/Algorithm Development: Design and implement AI algorithms for computer vision, natural language processing, and voice recognition.
- Edge AI (APU) Algorithm Development and Optimization: Develop and optimize neural networks for edge AI applications, including neural network optimization (Quantization/Pruning/Speculative Decoding) and neural network design automation.
- Advanced AI Algorithm: Develop reinforcement learning (RL) and on-device learning algorithms.
- Familiarity with deep learning frameworks: TensorFlow, PyTorch.
- Familiarity with on-device frameworks for mobile/embedding devices: TFLite, ExecuTorch.
- Proficiency in programming languages: Python, C/C++, Java.
- 2+ years of experience in deep learning and generative AI algorithm/model development/optimization, model training methodology.
- Experience in developing deep learning and generative AI algorithms for mobile/embedding devices is a plus.
- Candidates with more years of experience will be considered for a senior role.
- TensorFlow
- Machine Learning
- Data Management
- Computer Vision
- Network Optimization
- Network Design
- PyTorch
- Algorithm Development
- Python
- Robotics
- Microsoft Word
- Java
- C#
- Software Development
- Visual Studio
- Signal Processing
