AGIBOT

优才-低精度量化/模型压缩算法工程师

AGIBOT  •  Onsite  •  1 day ago
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Job Description

优才-低精度量化/模型压缩算法工程师
上海
校招
正式
技术族 - 算法类
职位 ID:A43922
职位描述
1. 负责大模型、多模态模型、具身智能模型的低精度量化、模型压缩、蒸馏、剪枝、稀疏化算法研发与落地。
2. 研究并实现 INT4/NVFP4/INT8/FP8 等量化方案:GPTQ、AWQ、SmoothQuant、GPTQ-For-LLaMA、bitsandbytes 等。
3. 负责模型压缩算法在训练、推理、端边、云端不同场景的精度保持与性能收益。
4. 与推理引擎、算子团队协同,将量化 / 压缩算法对接 TensorRT-LLM、vLLM、ONNX Runtime、NPU/GPU等硬件与推理栈。
5. 构建自动化量化工具链、精度评估体系、压缩后模型稳定性验证流程。
6. 针对机器人端侧(Jetson//Thor/Orin/NPU)等资源受限场景,实现极小内存、极低功耗下的模型部署。
7. 输出算法方案、实验报告、性能 / 精度对比,支撑业务规模化降本增效。
职位要求
1. 硕士及以上,计算机/人工智能/电子/数学相关,2年以上模型量化或压缩经验。
2. 精通深度学习模型结构:Transformer、Attention、FFN、Norm、激活函数。
3. 熟悉主流量化算法:PTQ、QAT、GPTQ、AWQ、SmoothQuant、LLM.int8 ()、FP8 量化。
4. 熟悉模型压缩技术:剪枝、知识蒸馏、动态稀疏、低秩分解(LoRA/QLoRA)。
5. 熟练使用 PyTorch,具备模型训练、微调、精度调试能力。
6. 了解 GPU/NPU 底层特性,熟悉量化算子、Kernel 对齐、推理引擎流程优先。
7. 有LLM/VLM/具身智能模型量化落地经验者优先。
8. 具备良好的算法推导、实验设计、问题定位能力。
投递
AGIBOT

About AGIBOT

AgiBot builds world-leading general-purpose embodied robots and their application ecosystem by pioneering into the fusion and innovation of AI and robotics. AgiBot was founded in February 2023 by seasoned industry experts, including core executives from global technology leaders and top AI scientists. During its development, AgiBot has received ardent support and guidance from senior Chinese leaders. It has been invited on multiple occasions to serve as an industry representative and brief on the progress of the embodied intelligence sector.

Leveraging its industry-leading “1 Ontology + 3 Intelligence Interaction” architecture - built on the robotic embodiment that integrates manipulation, interaction, and locomotion intelligence - AgiBot has launched three robot series (AgiBot A2, Genie, and AgiBot X2) and the industry's first universal embodied foundation model, the "Genie Operator-1 (GO-1)”. This makes AgiBot the only company in the sector with a full product portfolio and comprehensive scenario coverage. AgiBot has also established a leading full-stack ecosystem to empower partners and enable transformation across a wide range of industries.

With its cutting-edge product technologies and eco-system, AgiBot is one of the world's first companies to accomplish large-scale production and commercial deployment of embodied robots, with its products now available in multiple countries and regions. In January 2025, AgiBot made history by mass-producing its 1,000th general-purpose embodied robot, setting a new industry milestone.

Industry
Manufacturing & Production
Company Size
51-200 employees
Headquarters
Shanghai, CN
Year Founded
Unknown
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