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Open nowPosted 45 days ago

AI产品运营(CRM)

micoworld/index145 open roles

Where
Beijing, 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.

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 45 days ago

The posting

1. 负责Sabot、YoHo、Hiyoo、SUGO等项目的智能客服知识库及训练数据建设,包括知识和语料的收集、清洗、分类、结构化、标注、质检及版本管理; 2. 建设统一的知识、标签和训练数据标准,持续完善FAQ、业务规则、正负样本、长尾问题、多轮对话、工具调用及应转人工场景,并协同本地QA完成多语言数据建设和质量验收; 3. 建设AI客服评测数据体系,覆盖基础场景、困难场景、多轮对话、工具调用、应转人工及安全风险,并将线上Bad Case持续沉淀为回归样本; 4. 开展离线评测、版本回归和线上抽检,评估意图匹配、知识召回、答案正确性、多轮理解、工具调用及转人工判断,建立评测质量和版本上线标准; 5. 监控知识覆盖率、AI匹配率、答案正确率、独立解决率和转人工率,完成问题归因、效果报告及优化闭环,协同客服、QA、产品、算法和外部团队持续提升AI效果。

1. 本科及以上学历,3年以上客服运营、知识运营、内容运营、客服质检或数据运营经验,其中至少1年智能客服、AI训练或知识库相关经验; 2. 有实际知识库或训练数据建设经验,能够独立完成知识分类、内容结构化、正负样本建设、人工标注、质量抽检和Bad Case复盘; 3. 熟悉FAQ匹配、意图识别、多轮对话、知识库、RAG或LLM客服应用,能够分析知识召回和AI回答问题; 4. 具备较强的数据分析和效果运营能力,熟练使用Excel,能够使用SQL完成基础数据提取、指标分析和问题定位; 5. 英语可以作为工作语言,并掌握至少一门小语种;有海外、多语言或跨地区项目协作经验;

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