AI System Engineer
20 hours ago
We are seeking a highly skilled AI System Engineer to join our team at HPC AI TECHNOLOGY PTE. LTD. as a key member of our AI engineering team.
Key Responsibilities- Develop and Deploy Distributed AI Systems: Design, develop, and deploy large-scale distributed AI systems on cloud or cluster environments.
- Algorithm Development and Optimization: Develop and optimize AI algorithms for specific scenarios and problems, and implement solutions to address these challenges.
- Integration and Optimization of AI Technology: Collaborate with cross-functional teams to integrate AI technology with existing tools and systems, and optimize product performance.
- Research and Publication: Conduct research in AI and related fields, and publish high-quality papers as a first author.
- Technical Expertise: Proficient in TensorFlow/PyTorch, Ray/DeepSpeed/NVIDIA Megatron, and familiar with the internal workings of these systems.
- Optimization Algorithms and Model Architectures: Familiar with various optimization algorithms and model architectures, proficient in Python or C++ optimization algorithm libraries, including classical algorithms and models based on gradients (BERT, GPT-3, Swin Transformer, ViT, MLP-Mixer).
- Software and Hardware Knowledge: Familiar with SaaS, architecture, compilers, networks, CUDA, and other related knowledge or have relevant project experience.
- Programming and Engineering Skills: Strong programming and engineering implementation abilities, with a preference for candidates who have won programming competition awards or published high-quality papers.
- Education and Background: Bachelor's degree or above from 211, 985, or overseas well-known universities, majoring in computer science, software engineering, electronic information, automation, mathematics, physics, or other AI-related fields.
As a member of our AI engineering team, you will have the opportunity to work on cutting-edge AI projects, collaborate with a talented team of engineers and researchers, and contribute to the development of innovative AI solutions.
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