[AI] AIGC Distributed Training & Optimization Engineer …, Singapore

Sea Group is establishing a brand-new, strategic AI department dedicated to exploring the transformative potential of generative AI in revolutionizing human connection, self-expression, and communication diversity, as well as social interaction. We are building the next generation of AI-native applications and a comprehensive Model-as-a-Service (MaaS) product support system. Based on massive multi-country data, we are building a leading multilingual AI ecosystem from the ground up, aiming to develop leading Southeast Asian multilingual models and innovative AI-native applications.

• Toolchain Development: Design and build distributed training toolchains to support ultra-large-scale AIGC model training.
• System Optimization: Optimize distributed training performance across computation, communication, and storage layers.
• Stability & Scalability: Analyze and resolve technical bottlenecks in the training process, specifically focusing on improving training stability and efficiency.
• Frontier Research: Track and explore cutting‑edge distributed training technologies, leading project planning and production‑grade implementation.

• Master’s degree or above in Computer Science or related fields; Bachelor’s degree may be considered with strong industrial experience.
• Minimum 2 years of relevant experience.
• Distributed Expertise: Deep understanding of distributed training principles (Data/Pipeline/Tensor/Expert Parallelism) with proven hands‑on experience.
• Framework Proficiency: Expert in deep learning frameworks such as PyTorch, DeepSpeed, and Megatron‑LM.
• Low‑level Knowledge: Familiar with GPU hardware architecture and CUDA programming; experience in CUDA kernel development/debugging and familiarity with NCCL and cuDNN.
• AIGC Background: Understanding of AIGC pre‑training methodologies, Transformer architectures, and Diffusion models (e.g., Stable Diffusion, Flux).
• Core Competency: Strong problem‑solving skills, innovative thinking, and excellent team collaboration/communication skills.