[Skip to main content](#main-content) [OpenNash Jobs](https://jobs.opennash.com/) [Hiring report](/reports/hiring/) · [All Kuaishou Technology jobs](https://jobs.opennash.com/companies/kuaishou-technology/) · [Search jobs](/search/) Kuaishou Technology · Beijing # 数据生产实习生-【特效方向】 Beijing Listed on Kuaishou Technology’s official careers site. Listed as of October 19, 2026. Check that it is still open and apply there. [Apply on Kuaishou Technology’s careers site →](https://zhaopin.kuaishou.cn/#/official/social/job-info/30529) [OpenNash Jobs](https://jobs.opennash.com/) / [Kuaishou Technology](https://jobs.opennash.com/companies/kuaishou-technology/) / 数据生产实习生-【特效方向】 ## Job description 深度参与面向美学、人像分身、AI换脸、视频画质与特效效果的高质量训练数据构建全流程。通过标准制定、任务送标、数据质检、交付验收、算法反馈闭环，建立可度量、可迭代的数据生产和质检体系，推动算法的演进优化。 ### 标准制定 - 根据算法对“美/有趣/优质”的定义，参与撰写数据标注规范，如制定 图像美学、人像美颜、自然度、质感、构图、光线 等视觉标准，并结合业务场景（短视频/直播等）拆解标签维度，输出示例文档与边界案例说明； ### 任务送标 - 将数据集按规则拆分为可执行标注任务，对接内外部标注团队，明确交付标准与时间节点； ### 数据质检与验收 - 负责标注结果的最终质量把关，按照规则严格验收。 ### 对异常样本进行规则解释与整改、对标注供应商进行反馈与培训、维护验收结果记录，建立数据版本管理与追溯能力；支持模型训练前的数据清洗与筛选； 算法反馈与迭代 基于标注数据，提出模型优化方向；参与模型 A/B/G 试验的效果评价；基于竞品进行对标，形成外部效果评估体系。 - 本科或硕士在读，计算机、人工智能、设计、影视后期、数字媒体等相关专业优先； - 对人像美颜、画质增强、视频特效等方向有一定敏感度，喜欢拍照/修图/剪视频是加分项； - 逻辑清晰，能写出结构化、可执行的文档与规则； - 耐心细致，具备质量意识，能从重复质检中发现系统性问题； - 每周可保证4天及以上出勤，实习3个月以上。 ### 加分项 - 有数据标注/数据运营/质量保障相关实习经验； - 了解CPV等标签体系或长尾分布下的数据均衡策略； - 会使用简单脚本（Python/SQL）进行数据统计或质量分析； - 能输出Mermaid流程图或可视化复盘报告。 ## At a glance - Posted by the employer: Not stated - First seen by OpenNash: Oct 19, 2026 - Last checked: Oct 19, 2026 - Listed for: Under a day - Location: Beijing[Apply on Kuaishou Technology’s careers site →](https://zhaopin.kuaishou.cn/#/official/social/job-info/30529) ## More jobs at Kuaishou Technology ### [(大模型专项）多模态大模型算法工程师](https://jobs.opennash.com/companies/kuaishou-technology/jobs/98edf462c05648daadcf/) Beijing ### [AI Agent 开发实习生（电商在线推荐引擎）](https://jobs.opennash.com/companies/kuaishou-technology/jobs/5945a85b9a833fcbb5f8/) Beijing ### [AI Agent 策略实习生](https://jobs.opennash.com/companies/kuaishou-technology/jobs/b814e14328b750da25f6/) Beijing ### [AI Agent算法专家](https://jobs.opennash.com/companies/kuaishou-technology/jobs/0e36be4e740de43e02ad/) Beijing ### [AI Agent算法专家（智能创作方向）](https://jobs.opennash.com/companies/kuaishou-technology/jobs/41a78c4c892cbbd1bc50/) Beijing OpenNash lists jobs from employers’ own careers sites and does not handle applications. Dates come from the employer where stated; “first seen” and “last checked” are our own observations. OpenNash Jobs · Official listings with dates and links to the employer. [Weekly hiring report](/reports/hiring/) · [Methodology](/methodology/)