POIZON  Global

【27届校招】算法研究员-视觉方向

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Job Description

【27届校招】算法研究员-视觉方向
上海、杭州
正式
技术类
2027届秋季校园招聘项目
职位描述
1、面向得物供应链全链路、商品研究业务场景,开展 AI 算法研发与落地,覆盖商品视觉感知、质检鉴别、工业异常检测、供应链智能决策等核心业务,完成从需求拆解、方案设计、模型训练、评测迭代到业务上线的全链路闭环。
2、负责视觉与多模态理解方向算法建设,开展细粒度图像分类、目标检测、图像分割任务研发,解决商品变体、瑕疵缺陷、真伪差异等复杂真实业务问题,持续提升识别精度与鲁棒性。
3、开展大模型应用、AI Agent 设计研发工作,构建面向供应链业务的智能决策 Agent,实现工具调用、任务编排、推理规划、证据校验等能力,赋能质检、仓储、商研分析自动化流程。
4、探索 VLA 视觉‑语言‑动作具身智能前沿技术,研究物理世界感知、任务决策链路,面向供应链工业场景做技术预研、方案验证与原型落地,推动前沿技术向业务价值转化。
5、跟踪 CV、多模态大模型、Agent、具身智能领域学术与工业界前沿,复现、改进前沿算法,结合业务痛点做创新方案论证;搭建数据集、评测指标体系,沉淀可复用算法组件与技术资产。
6、和供应链产品、工程、产线业务团队紧密协作,对齐业务目标,通过 AB 实验、badcase 复盘持续迭代模型效果,驱动业务指标提升。
职位要求
1、2027届毕业生,硕士及以上学历,计算机、电子工程、自动化、人工智能等相关专业,具备扎实机器学习、深度学习理论基础。
2、熟练掌握 Python,熟悉 PyTorch/TensorFlow 至少一种深度学习框架,具备良好工程编码能力,熟悉 Linux 开发环境。
3、至少在以下一个或多个技术方向有项目 / 科研经历:
①计算机视觉:细粒度分类、目标检测、图像分割、工业异常检测;
②多模态 / 大模型:VLM、大模型应用微调、RAG、Prompt 工程;
③AI Agent:智能体框架、工具调用、任务规划、ReAct/CoT 等推理范式;
④具身智能:VLA 视觉‑语言‑动作模型、模仿学习、物理场景感知决策。
4、具备良好问题拆解能力,能够把复杂业务问题转化为算法问题,有较强的逻辑分析、方案思辨能力。
加分项
1、有真实图像质检、工业缺陷检测、商品细粒度识别项目经历;有数据集构建、模型评测、badcase 深度复盘经验。
2、有 Agent 系统开发、多模态大模型落地实践,熟悉 LangChain/LlamaIndex 等智能体框架;了解 VLA、具身智能相关模型与仿真环境。
3、在 CV/AI 相关顶会顶刊(CVPR/ICML/NeurIPS/ECCV 等)发表论文,或 Kaggle、天池等算法竞赛取得优异成绩,有高质量开源项目贡献。
4、熟悉模型轻量化、推理部署、TensorRT 等优化手段;有大数据处理、AB 实验平台使用经验。
5、对电商供应链、商品质检鉴别业务有理解,愿意深入真实工业业务场景做算法落地。
投递
POIZON  Global

About POIZON Global

POIZON, is where Generation Z goes to discover, buy, sell and discuss the best global products and trends. Over 350 million shoppers have downloaded the app, including 50,000 influencers, multiple celebrities and millions of micro trendsetters.

POIZON verifies the authenticity and quality of every sneaker, bag, apparel, beaut and gifts purchased to ensure buyers get the right items they need for their glow up. Our loyal community lifted us to a unicorn valuation in April 2019, and we are backed by some of the world's leading venture capitalists, including Sequoia.

POIZON is the genZ tastemaker, when you see POIZON's iconic Aurora Blue box, you know someone just secured the latest heat for their wardrobe. The app has rich social commerce features that allow the users to share comments and photos of their favorite sneakers, purses and outfits directly to the community.

POIZON pioneered the "identify first, then ship" e-commerce model. We are the leader in AI authentication and use a combination of tech and a global team of 10,000 to inspect each item before it’s shipped to the customer. Flexible shipping methods and a speedy paying process further guarantee a great customer experience on both the buyer and seller side.

At POIZON, our passion for cool sneakers and all things lifestyle drives us to become the top e-commerce destination for the global GenZ community..

Can't stop, Won't stop.

Industry
Retail & Ecommerce
Company Size
51-200 employees
Headquarters
Hong Kong, HK
Year Founded
2015
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