Human role

AI Infrastructure Engineer - Recommendation & LLM

Tiktok

San Jose, California, United States aijobs 1d ago
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The role

Job description

Conduct performance benchmarking and production rollout; Design AI training and online inference infrastructure; Develop distributed training and serving systems; Identify and resolve AI stack performance bottlenecks; Implement LLM training and inference infrastructure; Improve latency throughput and GPU utilization; Mentor junior engineers; Optimize model performance across GPU and runtime; Productionize new model architectures and algorithms;

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Index terms

Skills & keywords

AlgorithmsC++CUDACUDA graphComputer ArchitectureContinuous batchingData StructuresData parallelismDistributed SystemsFSDPFlashAttentionGPU Kernels

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TiktokAI Infrastructure Engineer - Recommendation & LLM
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