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Open nowPosted 73 days ago

主动式Agent研发工程师 - PICO

ByteDance19,257 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now主动式Agent研发工程师 - PICOByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

11.5% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 16 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.5%7 days
  4. 18.1%14 days
  5. 35.6%30 days
  6. 44.6%60 days
This job: posted 73 days ago

ByteDance median: 16 days open

The posting

团队介绍:作为一家拥有自主创新和研发创造能力的科技品牌,PICO致力于成为领先的世界级XR平台,成就开发者与创作者,共同为全球消费者创造更美好的生活体验。我们开创性地将虚拟现实扩展到了多个领域,为运动、视频、娱乐等消费级场景带来了全新体验;并广泛应用在教育、医疗和企业培训等商用场景,给全球企业级用户提供了多元化的VR解决方案。

1、负责实时视觉语言交互系统的架构设计与核心模块开发,实现视频流、语音、文本多模态输入的融合交互能力; 2、研发实时视频理解、流式多模态对齐、主动交互决策等核心算法,持续优化交互的准确性、连贯性与自然度; 3、负责多模态交互系统的全链路工程落地,包含多源视频流接入、低延迟推理调度、语音交互模块、业务接口封装等; 4、针对实时推理场景进行性能优化,降低端到端响应延迟,优化长时视频的显存与算力占用,提升系统并发处理能力; 5、参与多模态交互数据集构建、模型微调与效果评测体系建设,持续迭代模型与系统效果; 6、跟踪流式多模态大模型、长视频理解、主动交互范式等领域前沿技术,结合业务需求开展技术预研与落地验证。

1、2027届获得硕士及以上学位,计算机、电子信息、自动化等相关专业; 2、有多模态大模型或计算机视觉相关研发经验,精通PyTorch深度学习框架,具备扎实的算法基础,深入理解Transformer、ViT、多模态特征对齐等核心技术原理; 3、熟悉主流多模态大模型的架构与训练推理流程,具备VLM模型微调、部署落地的实操经验; 4、具备实时视频理解、流式多模态交互相关项目经验,熟悉视频流处理、帧采样、时序建模等相关技术; 5、具备良好的工程实现能力,熟悉vLLM等主流大模型推理框架,有低延迟推理系统开发与优化经验者优先; 6、具备较强的问题分析与解决能力,能够独立完成技术方案设计与落地,拥有良好的团队协作与沟通能力。

加分项: 1、有开源多模态项目贡献经历,具备主流多模态系统二次开发与定制化经验; 2、具备vLLM定制化开发、KV Cache优化、低位量化推理等性能优化经验; 3、熟悉强化学习在多模态交互决策中的应用,有RLHF/DPO相关训练经验; 4、具备端侧多模态模型部署、边缘计算设备适配经验。

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