# 顶尖应届-OS Agent算法研究员-软件

External opening: you cannot apply through AI Native Match; apply on the official site.

Apply through the official channel. The full external receipt stays in your workspace. When signed in, three minimal event types explicitly recorded through the CLI are reported by default: selection, self-reported application and channel observation. Browsing or saving a role does not report an event; external applications do not appear under My applications.

- Company: 小米 (Stage unknown)
- Locations: 北京
- Role: Algorithm
- Apply on the official site: https://xiaomi.jobs.f.mioffice.cn/toptalent/position/7647448226383874313/detail

## Role description from source

1、研究与优化多层级渐进式路由架构，设计端侧轻量分级器，提升路由决策准确性与响应速度
2、攻关端云并行协同调度，实现意图理解和执行竞速，设计渐进式结果融合与弱网降级策略
探索Plan-Execute-Learn范式在端侧Agent中的应用，构建可自主规划、执行、纠错和学习的智能体闭环
3、研究多智能体协同执行框架，支持复杂任务的并行分解与协作完成
优化端侧工具调用链路，扩展工具生态，提升工具选择与参数填充的准确性
4、发表AI顶会/顶刊论文（ACL、NeurIPS、ICML、AAAI等），申报发明专利
任职要求
1、博士及以上在读，人工智能、计算机科学、软件工程、系统工程等专业，有C++/Python开发经验；
2、熟练掌握至少一种深度学习框架，如PyTorch等；
3、对LLM Agent、工具调用、任务规划等方向有深入研究或工程经验者优先；
4、对强化学习、多智能体系统、分布式调度有实际经验者优先；
5、对端云协同系统架构、移动端优化有理解者优先；
在AI相关顶级会议或刊物（如ICML、NeurIPS、AAAI、ACL、ICLR等）发表论文者优先。
接口顶部原始条件（未做资格推断）
{"city_list": [{"code": "CT_11", "en_name": "Beijing", "i18n_name": "北京", "location_type": 3, "mdm_code": "MDCY00000001", "name": "北京", "node_status": 1, "py_name": "beijing"}], "job_post_info": {"HighlightList": [], "JobChannelPublishList": [], "address_list": [], "city_list": [], "correlation_job_list": [], "job_level_id_list": [], "job_post_object_value_map": {}, "job_post_process_time_list": [], "recruitment_type": {"active_status": 1, "children": [], "depth": 2, "en_name": "Regular", "i18n_name": "正式", "id": "201", "name": "正式", "parent": {"active_status": 1, "children": [], "depth": 1, "en_name": "Campus", "i18n_name": "校招", "id": "2", "name": "校招", "selectability": 1}, "selectability": 1}, "storefront_list": [], "tag_list": [], "target_major_list": []}, "process_type": 2, "project_type": 2, "recruit_type": {"active_status": 1, "children": [], "depth": 2, "en_name": "Regular", "i18n_name": "正式", "id": "201", "name": "正式", "parent": {"active_status": 1, "children": [], "depth": 1, "en_name": "Campus", "i18n_name": "校招", "id": "2", "name": "校招", "selectability": 1}, "selectability": 1}}

---
opening_id: 682c265e-3421-44c5-b16b-d5510259254e

`anm openings save --id 682c265e-3421-44c5-b16b-d5510259254e`