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Open nowPosted 309 days ago

VLM数据运营实习生(基础模型) - AI数据与安全

ByteDance19,260 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen nowVLM数据运营实习生(基础模型) - AI数据与安全ByteDance · Beijing, Chinese Mainland
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The clock on this job

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. 4.2%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 309 days ago

ByteDance median: 27 days open

The posting

团队介绍:AI 数据与安全团队为 Seed 基座模型及 AI 原生应用提供跨模态数据服务,覆盖数据生产全流程,包含模型评估标准的制定、数据规模化生产、数据飞轮搭建,不断提升数据质量,支持模型快速迭代。 团队由产品经理、数据工程、数据运营等跨职能人才组成,并通过与 Seed 研究员、行业专家、全球顶尖数据供应商紧密合作,从真实场景中收集反馈并分析模型表现数据,解决 AI 前沿突破过程中的复杂数据问题,推动模型性能与用户体验的双重提升。我们既是帮助模型技术迭代的一线贡献者,也是模型和 AI 产品的一手用户。

日常实习:面向全体在校生,为符合岗位要求的同学提供为期3个月及以上的项目实践机会。

1、主导核心方向数据生产全流程管控,对数据质量与交付效率负总责,紧密联动模型迭代环节,确保数据供给与模型效果优化同频共振; 2、结合视觉理解模型的核心能力场景,制定科学规范的数据生产标准与流程,并持续迭代优化,主动设计并落地数据生产效率提升、模型效果优化相关实验,输出客观严谨的结论并反哺流程升级; 3、探索并落地多元化标注提效方案,包括但不限于标注工具优化、提示工程(PE)撰写、Agent自动化标注搭建、标注模式创新等,提升数据生产效能; 4、深度协同算法、产品团队,精准理解模型原理与算法逻辑,针对性输出数据构造、生产策略等专业建议,助力打通“数据-模型-效果”的闭环链路; 5、承担团队知识输出与带教职责,协助非技术向成员提升大语言模型相关认知与实际应用技能,赋能团队整体业务目标达成。

1、本科及以上学历在读,计算机科学、人工智能、数学、物理等相关理工科专业; 2、熟悉视觉基础原理、接口技术及提示工程,有LLM/VLM标注方案构建经验者优先;具备大模型训练、微调、应用开发或网页爬取等相关技术经验者优先;拥有扎实的计算机网络、多线程等知识基础,能熟练运用Python及Pandas、NumPy等三方库完成数据处理工作; 3、对前沿科技有强烈探索欲,主动追踪行业最新论文与研究成果,热衷于VLM、世界模型等领域,具备相关知识储备或实践经验者优先;思维灵活创新,敢于尝试多元路径解决问题; 4、具备出色的快速学习与深度理解能力,对数据质量有敏锐的洞察力,善于发现并解决问题,自驱力与执行力突出; 5、具备成熟的项目管理经验与方法者优先,能够独立完成项目立项、跨方目标对齐、标准统一、沟通机制搭建等工作,带领团队高效达成目标; 6、每周至少出勤4天,实习期不少于3个月,能够深度参与项目全流程。

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