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LLM/VLM大模型推理算子优化工程师 - Data AML
团队介绍:Data AML是字节跳动的机器学习中台,为抖音/今日头条/西瓜视频等业务提供推荐/广告/CV/语音/NLP的训练和推理系统。为公司内业务部门提供强大的机器学习算力,并在这些业务的问题上研究一些具有通用性和创新性的算法。同时,也通过火山引擎将一些机器学习/推荐系统的核心能力提供给外部企业客户。 1、深度参与业界先进开源LLM/VLM模型的推理优化部署,构建业界领先的模型推理优化能力;…
多模态大模型推理算子优化工程师 - Data AML
团队介绍:Data AML是字节跳动的机器学习中台,为抖音/今日头条/西瓜视频等业务提供推荐/广告/CV/语音/NLP的训练和推理系统。为公司内业务部门提供强大的机器学习算力,并在这些业务的问题上研究一些具有通用性和创新性的算法。同时,也通过火山引擎将一些机器学习/推荐系统的核心能力提供给外部企业客户。 1、负责Seedance/Seedream基础模型及衍生模型异构卡推理加速工作;…
大模型Infra工程师 (VLM推理)
负责 VLM(视觉-语言模型)大规模推理服务的基础设施设计与优化。以极致吞吐与极致成本为核心目标,从服务架构到底层 Kernel 进行全栈压榨,在既定算力预算下支撑尽可能大的业务流量。 1. 推理服务架构设计与优化:主导 VLM 在线推理服务的架构设计与持续演进,深度定制 SGLang 推理框架,针对 VLM 特点(长视觉序列、Prefill/Decode 异构计算)进行系统级适配与优化。持续提升服务吞吐上限,降低单 Token…
大模型Infra工程师 (大模型后训练)
负责生成式大模型后训练阶段(SFT 微调 → 偏好对齐 → 强化学习)的训练基础设施设计与优化。面对算法快速迭代与大规模探索式采样的双重挑战,构建高效、灵活、可扩展的训练框架,在算法演进与系统效率之间实现最优平衡。 1. 后训练全链路框架设计与演进:主导设计并持续迭代后训练基础设施,完整覆盖 SFT(监督微调)→ RM(奖励模型训练)/ DPO(离线偏好优化)→ PPO / GRPO / DAPO(在线强化学习)…


Forward Deployed Engineer (Training)
Forward Deployed Engineers at Baseten work directly with major AI companies, owning technical outcomes for AI models including inference and post-training systems. They act as technical leads, debug production issues, and contribute to product development across multiple client accounts.
Lead Software Engineer, Model Serving Platform
Sciforium is an AI infrastructure company developing next-generation multimodal AI models and a proprietary, high-efficiency serving platform. Backed by multi-million-dollar funding and direct sponsorship from AMD with…
多模态模型量化/稀疏工程师
职位概述 我们正在寻找一位多模态模型量化/稀疏工程师,负责视频生成、流式实时视频生成及多模态交互大模型的压缩与优化。你将围绕模型质量、推理延迟、显存与成本,推动量化和稀疏方案从算法验证走向规模化部署。 核心职责 1. 量化与稀疏算法 设计并落地后训练量化(PTQ)、量化感知训练(QAT)、混合精度及结构化/非结构化稀疏方案,推动 FP8、INT8、INT4 等低精度方案上线。 针对…
AI Engineer
Build and optimize a locally hosted AI platform, deploying and running GPU-powered models, tuning inference pipelines, and integrating AI into internal tools.

Sr. Machine Learning Engineer, Foundation Models Inference - Cloud OS & Inference
Builds and optimizes inference stacks for large-scale Apple foundation models, enabling AI features across services like Siri and Photos with low latency.
Machine Learning Systems Engineer
Who is Recruiting from Scratch: Recruiting from Scratch is a premier talent firm that focuses on placing the best product managers, software, and hardware talent at innovative companies. Our team is 100% remote and we…
高级存储研发专家(AI 训练数据缓存加速方向)
1.主导设计和研发下一代分布式多级分层缓存加速系统,基于 GPU 主机本地内存、NVMe SSD、远端并行文件系统构建大容量弹性扩缩容的多级缓存架构,实现数据按需与透明加速; 2.参与设计和研发百 PB 规模的分布式文件缓存系统,支撑自动驾驶、大语言模型等业务的大规模分布式 AI 训练集群; 3.设计并实现智能数据放置与生命周期管理策略(如基于访问热度的分层调度、TTL/LRU 淘汰、预取优化),降低 GPU 因存储 I/O…
Sr/ Principal Machine Learning Engineer — Inference Frameworks
Memwize is a VC-backed, stealth-mode startup building rack-level AI inference systems . We are seeking an experienced Senior/Principal Machine Learning Engineer to drive performance improvements in inference frameworks…
AI Infra 系统研发工程师
业务方向: 1、开发高性推理引擎及相关核心组件,根据硬件特性和 AI 模型的特点,不断迭代和完善,持续提升推理性能。 2、开发分布式 KVCache 存储组件,负责 KVCache 生命周期管理,包括显存、内存、SSD 的分层和缓存策略优化。 3、分析和优化推理阶段的性能瓶颈,进行系统级调优,建设并完善性能剖析和优化工具链,沉淀性能优化方法论。 工作范式: 我们正在打造一个 AI-Native(原生 AI) 的研发环境,将 AI…
Member of Technical Staff, LLM Post-Training, Applied
About the Role Sanas is looking for a Member of Technical Staff to lead the post-training and deployment of large language models across a new generation of self-hosted, sovereign-deployed products. This is a rare…
Software Engineer Graduate (AML-Engine-Orchestration) - 2027 Start (PhD)
The Data-AML-Engine Orchestration team builds large-scale machine learning infrastructure that powers online model serving across ByteDance products, including TikTok. We develop the orchestration, scheduling, and…


