Join Trend ‧ Join New Generation 趨勢科技 - 全球雲端資安領航者 / 全亞洲最大軟體公司 / 企業版圖橫跨五大洲 / 趨勢全球研發基地在台灣 =============================================================== About the Role We are building a production-grade, GPU-accelerated LLM serving platform that powers multiple AI products at enterprise scale. You will be responsible for designing, building, and operating the infrastructure that serves large language models — from raw Kubernetes cluster management to multi-GPU inference optimization and autoscaling. Required Qualifications Model Serving & Inference Operate multi-model LLM serving infrastructure Tune autoscaling policies to balance GPU cost and latency SLAs Kubernetes & GPU Infrastructure Operate production K8s clusters with NVIDIA GPU nodes Handle GPU node lifecycle: NVIDIA driver setup Infrastructure as Code Write and maintain Terraform/Terragrunt modules for AWS/GCP cloud Package platform components and model deployments as Helm charts Manage multi-environment configurations Observability & Performance Maintain monitoring stack: Prometheus, Grafana, Build dashboards for GPU utilization, KV cache occupancy, TTFT/ITL latency, and cost per token Set up alerting for SLA violations and OOM events Bonus Skills These are not required, but candidates with these skills will stand out. LoRA / PEFT fine-tuning workflows MLflow for experiment tracking, model registry, and automated adapter deployment Experience building LoRA adapter CI/CD pipelines (training → registry → serving) Experience with alternative inference frameworks such as SGLang or NVIDIA NIM, including deep Parameter Tuning for Continuous Batching, KV Cache management, and Speculative Decoding. =============================================================== 連結智慧守護世界 --- Connected Intelligence for Securing a Connected World Don't see the dream job you are looking for? Drop off your contact information and resume. We will reach out to you if we find the perfect fit! TrendAI™, the global AI security leader and enterprise business unit of Trend Micro, empowers organizations with full AI visibility and consolidated security that inspires confidence, drives innovation, and eliminates risk. Trusted by the largest enterprises and governments across 185 countries, TrendAI™ secures the entire organization, from identities to infrastructure to data. We embrace change, empower our people, and foster innovation in an increasingly connected world. Our diverse, multicultural workforce is at the heart of our global success. At TrendAI™, we’re always seeking exceptional talent; people who want to collaborate with the best and push boundaries together. Here, your work goes beyond building a career. You will help protect what matters and play a vital role in shaping a safer, more trustworthy AI-powered future. Explore working at TrendAI™ AI Fearlessly.

Staff/Sr. ML Infrastructure / Platform Engineer.

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