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Open nowPosted 162 days ago

AI 大模型算法工程师

micoworld/index145 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen nowAI 大模型算法工程师micoworld/index · Shenzhen, Guangdong, Chinese Mainland
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  3. 11.8%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 162 days ago

The posting

业务背景:基于千万级 DAU 的社交产品与内容产品,算法部工作覆盖传统搜广推技术体系,以及"大模型 + Agent"的下一代智能架构。包括推荐分发、广告投放、内容理解、风控审核、AIGC素材生成、智能客服等核心场景的智能化改造,以及若干 0→1 的AI创新业务探索。

1. 负责大模型在社交/内容消费/广告/风控等业务的落地,包括方案设计、模型选型、效果迭代和指标归因; 2. 负责领域大模型的持续优化,包括数据工程/SFT/DPO/RLHF/蒸馏/量化,Agent 推理与规划等全链路工作,沉淀业务专属模型和应用框架; 3. 跟踪文本/多模态模型、Agent技术领域前沿进展,主导前沿技术在业务中的可行性评估并推动落地; 4. 与工程、产品、数据职能紧密协作,将算法能力沉淀为可复用的中台资产,支撑多业务线快速复用。

1. 计算机、人工智能、数学等相关专业,硕士及以上学历,3 年以上算法相关工作经验; 2. 熟悉LLM/MLLM,RAG/SFT/RL/Agent等大模型应用和优化技术,并有完整的业务落地案例; 3. 熟练使用 PyTorch,熟悉 DeepSpeed/Megatron/vLLM 等训练或推理框架中的至少一种; 4. 具备扎实的数据敏感度和业务建模能力,从业务逻辑和数据出发抽象算法建模优化方案; 5. 良好的团队协作、跨职能沟通能力,能在不确定性较高的环境下推动项目落地。

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