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Open nowPosted 46 days ago

大模型算法工程师

soulapp/index57 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now大模型算法工程师soulapp/index · Shanghai, 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. soulapp/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 46 days ago

soulapp/index median: 1 days open

The posting

1. 负责大模型在 Soul APP 的全场景业务落地与商业化探索,覆盖 AI 陪伴、聊天助手、AI硬件、语音交互等核心场景,主导技术方案从设计到产品落地的全流程工作。 2. 负责大模型微调、对齐、强化学习、模型蒸馏全流程优化,针对性解决社交对话场景模型幻觉、人设一致性等核心问题,持续优化模型效果,提升用户陪伴体验。

1. 全日制硕士及以上学历,2 年及以上大模型算法相关工作经验。 2. 精通 LLM 预训练、微调全流程技术,熟练掌握大模型对齐、强化学习、模型蒸馏等核心优化策略,可独立完成模型训练调优全流程;熟练使用 PyTorch,3. 具备 DeepSpeed/Megatron 等框架的分布式训练实操经验,能解决社交场景模型核心体验问题。 4. 精通 RAG 检索增强生成全链路技术,可独立完成知识库构建、向量检索、召回排序、Prompt 工程全流程优化;具备 AI 虚拟人长时记忆、人设记忆、对话上下文记忆体系的设计与落地经验,能通过记忆机制优化虚拟陪伴的共情体验。 5. 掌握大模型全流程数据处理方法论,可独立完成社交场景语料清洗、优化数据集构建;能设计贴合业务的模型全链路评估体系,基于结果定位缺陷并落地优化方案,持续提升模型业务表现。 6. 具备优秀的业务理解与产品思维,能共情社交用户需求,可完成大模型产品化方案设计与推理优化,有 AI 技术业务落地与商业化探索经验。 加分项 1. 掌握多模态大模型技术者优先 2. 有社交产品、AI 虚拟陪伴、对话系统相关落地经验者优先 3. 有记忆/RAG相关项目深度落地经验者优先

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