Expert AI/ML Systems Engineer
2 days ago
We are seeking a highly skilled AI/ML Systems Engineer to join our Seed Foundation Machine Learning (ML) Systems team at BYTEDANCE PTE. LTD.
The successful candidate will design, develop, and deploy end-to-end machine learning experience and resources for the company. This includes building heterogeneous ML training and inference systems based on GPU and AI chips, advancing the state-of-the-art of ML systems technology, and accelerating models such as stable diffusion and LLM.
This role requires expertise in large-scale parallel training for deep learning algorithms, accelerated computing architecture, management, and monitoring. Additionally, the ideal candidate will have experience with distributed machine learning training and inference, cross-layer optimization of system and AI algorithms, and hardware for machine learning (GPU, ASIC).
Key Responsibilities:
- Optimize large-scale parallel training for state-of-the-art deep learning algorithms
- Develop and deploy machine learning systems, including accelerated computing architecture, management, and monitoring
- Manage cross-layer optimization of system and AI algorithms and hardware for machine learning (GPU, ASIC)
Requirements:
- Bachelor or above degree in distributed, parallel computing principles
- At least 3 years or more working experience in AI/ML development and deployment
- Familiarity with machine learning algorithms, platforms, and frameworks (PyTorch, Jax)
- Expertise in at least one or two programming languages in Linux environment (C/C++, CUDA, Python)
Salary Estimate: The estimated salary for this role is around $180,000 - $220,000 per annum, depending on location and experience.
About Us: BYTEDANCE PTE. LTD. is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe, and so does our workplace.
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