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Open nowPosted 104 days ago

数据闭环算法工程师

dx3a2bminsq/index64 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen now数据闭环算法工程师dx3a2bminsq/index · Shenzhen, Guangdong, Chinese Mainland
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The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market. dx3a2bminsq/index postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 57.8%60 days
This job: posted 104 days ago

dx3a2bminsq/index median: 1 days open

The posting

1、负责数据闭环体系的架构设计与搭建,打通数据采集、清洗、标注、存储、模型训练、评测与反馈优化的全链路; 2、参与感知模型的训练与调优,理解模型数据需求,指导数据采集与标注方向; 3、负责挖掘线上线下数据中的长尾场景与Corner Case,设计数据采样策略与增强方案,持续提升数据集质量与模型泛化能力; 4、建立数据质量评估体系,分析数据分布、标注质量与模型性能之间的关联,驱动数据策略的持续优化; 5、推动仿真数据合成、自动标注等技术的落地,降低数据成本,提升数据生产链路效率; 6、建立数据版本管理与模型迭代追踪机制,确保模型训练的可复现性与可追溯性; 7、与算法、数据采集团队紧密协作,快速响应模型迭代需求,推动数据闭环的自动化与规模化。

1、本科及以上学历,计算机、人工智能、自动化、机器人等相关专业; 2、3年以上感知算法或数据闭环相关经验,有具身智能、自动驾驶或机器人领域经验者优先; 3、熟悉2D/3D感知算法,了解目标检测、语义分割、多模态融合等常见感知任务; 4、熟悉数据标注流程与质量标准,了解主动学习、难例挖掘等数据策略方法; 5、熟悉数据闭环相关技术,了解数据版本管理、自动化标注、仿真数据合成等方向; 6、熟练掌握Python及PyTorch,具备良好的工程化能力与代码规范; 7、了解常见数据格式与数据处理工具链,有大数据处理经验者优先; 8、具备较强的分析能力与系统性思维,能够从数据-模型联动中发现问题并推动闭环解决; 9、自驱力强,具备良好的跨部门沟通协作能力,能够有效推动数据与算法的双向迭代。

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