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Open nowPosted 74 days ago

深度视觉算法工程师-北京

li/index781 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now深度视觉算法工程师-北京li/index · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

13.5% of postings close within 7 days. Measured by our own scanner across the market. li/index postings stay open a median of 9 days.

Share of postings closed within
  1. 2.3%1 day
  2. 4.6%3 days
  3. 13.5%7 days
  4. 21.8%14 days
  5. 36.6%30 days
  6. 58.9%60 days
This job: posted 74 days ago

li/index median: 9 days open

The posting

1. 负责座舱视觉感知算法研发与落地,覆盖舱内(乘员状态、手势行为、物品识别)和舱外(周边环境、人员分布)等核心场景; 2. 推进端侧视觉模型的训练与优化,包括目标检测、人体/手部姿态估计、行为识别等; 3. 探索视觉语言模型(VLM)在车舱场景的应用,推进舱内视觉感知的端侧落地,完成 2B~4B 量化模型的工程化部署; 4. 建设视觉感知评测体系,构建测试集与自动化评估流程,驱动模型迭代,保障精确率/召回率等核心指标达标并上车交付。

1. 扎实的计算机视觉基础,熟练掌握 PyTorch,有从数据到模型训练再到端侧部署的完整工程经验; 2. 2-3年视觉算法相关工作经验,熟悉目标检测、图像分类、行为识别等方向,有 YOLO/DETR/ViT 等主流模型实战经验; 3. 有端侧推理优化经验,了解嵌入式或车载平台(Orin/高通骁龙)部署约束者优先; 4. 有视觉语言模型(VLM)微调或多模态推理实践经验者优先; 5. 良好的问题分析能力,能通过 bad case 归因驱动数据补充和模型优化,推动指标持续提升。

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