Live opening · Posting date unavailable
海量算力运营开发（AI Native 工程）（北京/深圳）-AI Native 全栈工程师（北京）
Tencent · Beijing, China
At a glance
The key details from the original listing.
CompanyTencent
LocationBeijing, China
Experience> 3 years of working experience
SkillsKubernetes
Source
Own
ListedPosting date unavailable
About the role
Description supplied by the original job listing.
1.资源交付与工作流编排：单模型交付、DAG 编排、断点续跑、幂等补偿；
2.设计「Agent 决策 + 确定性执行」分层，高危动作（扩缩容/下架/驱逐）走可审计，可回滚的确定性工作流；Agent 触发的操作也须幂等；
3.基于 K8s client-go 的集群台账、节点生命周期、GPU 拓扑；把实态数据做成 Agent 可消费的形态（稳定语义、数据新鲜度、分页接口）；支持自然语言查询；
4.平台底座：RBAC/API 网关/公共库；建设 MCP Server 暴露平台能力；把 RBAC 扩展到 Agent 身份（权限/越权/会话过期）；Agent 调用全链路审计；
5.告警降噪与根因定位；AI 结论须附证据可追溯；Agent 运行时（工具注册、上下文装配、状态管理、重试超时）；
6.多 Agent 协作与上下文工程；建设 Evals 评测集。
Experience
> 3 years of working experience
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