Xiaomi Technology

AI测试架构师-商业广告方向

Xiaomi Technology  •  Onsite  •  4 hours ago
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Job Description

AI测试架构师-商业广告方向
南京
社招
全职
职位 ID:A137981
职位描述
1. 设计广告业务分级测试策略,覆盖 RTB→OCPX→DPA→计费全链路,针对召回/粗排/精排/计费建立分层质量防御矩阵。
2. 主导测试左移,在 PRD/Spec 阶段输出测试侧约束;搭建多 Agent 执行引擎,对接 CI/CD 质量门禁实现发布前自动拦截。
3. 建设广告测试知识库与 Prompt 模板库,覆盖需求审查到缺陷归因全链路,持续提升 AI 测试产物的召回率与有效率。
4. 管控用例评审、缺陷审核、发布放行三个关键人工决策节点,追踪召回率、左移率、覆盖率等指标,推动线上问题规则闭环。
5. 设计 Kafka 广告事件流与 Flink 实时计算测试方案,建立数据完整性与一致性校验,覆盖 GDPR/CCPA 国际化合规测试。
6. 赋能 AI 软件质量工程师与测试工程师,推动 AI Native 模式规模化落地,协同研发推进单测 Agent 并追踪覆盖率达标。
职位要求
1. 8 年+ 测试经验,3 年+ 架构经验,3 年+ 广告业务经验,熟悉 RTB/OCPX/DPA,深谙引擎召回/排序/计费链路质量风险。
2. 精通测试金字塔与分层测试体系,Java/Python/TS 至少精通一种,能独立设计测试框架和工具链。
3. 有 LLM 测试应用与 Prompt Engineering 实践经验,熟悉 RAG 知识库构建与 Spec 驱动测试设计,能识别边界遗漏与状态机缺陷。
4. 熟悉 Kafka 消息队列与 Flink 流处理,掌握 Selenium/Appium/Playwright/pytest 等主流框架及 CI/CD 质量门禁落地。
5. 有多 Agent 系统编排与上下文管理实战经验,理解 Agent 通信、任务编排、状态管理与异常处理机制。
6. 优先:AI Native 测试转型项目经验、出海产品测试经验、混沌工程/可观测性建设、质量度量体系设计经验。
投递
Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
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