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Open nowPosted 493 days ago

火山引擎产品解决方案架构师(高质量数据集方向)-Data

ByteDance19,260 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now火山引擎产品解决方案架构师(高质量数据集方向)-DataByteDance · Beijing, Chinese Mainland
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Early applications get read.

11.3% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 27 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.3%3 days
  3. 11.3%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 493 days ago

ByteDance median: 27 days open

The posting

1、负责面向行业客户的高质量数据集建设产品整体规划与设计,覆盖数据采集、AI标注、数据质检、数据合成、数据集封装交付的端到端方案架构,并主导数据集建设平台能力演进,推动AI辅助标注、自动化标注、多模态数据处理等关键模块的产品迭代;设计并输出行业通用的数据集建设方法论与标准化交付体系,包括数据规范、标注规范、质量评估标准、数据集结构设计等,形成可复用的行业解决方案底座; 2、主导垂类大模型建设的产品方案设计,涵盖数据准备、模型微调(SFT/RLHF)、效果评测、部署集成的全流程方案输出,联合算法与数据运营团队完成基线评估、专项效果验证、场景覆盖度测试等评测数据集设计,匹配不同行业场景的深度定制需求; 3、深入理解客户业务场景,完成从需求调研、方案设计、招标需求编制到项目交付的全链路推进,确保方案兼顾业务需求与技术可行性; 4、负责DataAgent等数据智能分析产品与高质量数据集平台的协同方案设计,实现"数据整合—数据加工—模型训练—智能体应用"的闭环架构; 5、主导解决方案的对外商业化输出,包括商业化方案文档、项目报价、技术白皮书、客户分享材料等,支撑产品商业化落地。

1、本科及以上学历,计算机科学、人工智能、数据科学或相关专业优先,5年以上AI/数据领域产品或解决方案工作经验,深刻理解大模型训练流程及高质量数据集对模型效果的影响机制,熟悉SFT、RLHF等主流微调方式及其数据要求; 2、具备行业数据集建设实操经验,熟悉数据标注全流程(数据采集、清洗、标注、质检、合成、交付),了解多模态数据处理的技术要点; 3、具备产品解决方案架构能力,能够将客户业务需求转化为产品功能需求和技术方案,输出结构化解决方案文档与招标技术应答;具备跨团队协作能力,能有效协调算法、数据运营、平台研发、合规安全等多角色推动项目落地; 4、熟悉至少2个垂直行业的业务场景(如影视文创、工业制造、艺术设计、医疗健康、交通物流等),能从行业视角设计差异化的数据集建设策略; 5、优秀的文档撰写与方案表达能力,能够面向非技术背景客户清晰阐述产品价值与实施路径,具备招标需求编制和商务材料输出经验。

加分项: 1、具备数据平台产品规划经验(数据集管理、任务管理、权限管理等平台化产品设计思路); 2、了解火山引擎/方舟平台等AI基础设施或有云服务商AI产品商业化经验; 3、有行业大模型项目从0到1落地经验,熟悉项目招投标全流程。

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