Model Infrastructure Engineer Graduate

2 weeks ago

Singapore TikTok Full time

Join to apply for the Model Infrastructure Engineer Graduate (TikTok Recommendation Architecture) - 2026 Start (BS/MS)role at TikTok . The Recommendation Architecture team builds and optimizes our recommendation system's architecture to provide a stable and best user experience. As a New Graduate, you'll work on optimizing Large Language Models (LLMs) and large‐scale recommender models on GPU platforms, building and scaling AI infrastructure that powers state‐of‐the‐art models in production. We are looking for talented individuals to join our team in 2026. Successful candidates must commit to an onboarding date by the end of 2026. Please state your availability and graduation date in your résumé. Responsibilities Optimize model performance and memory efficiency on GPU‐based systems. Collaborate with research and infrastructure teams to deploy high‐throughput training and inference pipelines. Develop tools and libraries to accelerate deep learning workloads at scale. Analyze system performance (e.g., GPU profiling, kernel analysis, throughput tuning). Minimum Qualifications Final year or recent graduate in Computer Science, Electrical Engineering, or related field. Solid programming skills in C++, CUDA, Triton, and Python. Familiarity with GPU architecture and distributed training is highly desirable. Preferred Qualifications Experience building production‐grade training and inference systems for large‐scale models. Hands‐on experience optimizing LLMs, including memory efficiency, latency, and throughput improvements. Knowledge of distributed training frameworks (e.g., NCCL, Horovod, DeepSpeed, FSDP) is a plus. Familiarity with deep learning compiler frameworks such as TVM or LLVM, and understanding of their underlying principles. Contributions to open‐source projects or relevant research publications. By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed at For questions, please reach out to About TikTok TikTok is the leading destination for short‐form mobile video. Our mission is to inspire creativity and bring joy. Headquarters are in Los Angeles and Singapore, with offices worldwide. Diversity & Inclusion TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. #J-18808-Ljbffr

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