Xiaomi Technology

大模型安全能力研究员-MiMo

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

大模型安全能力研究员-MiMo北京社招全职职位 ID:A41838职位描述 我们正在构建下一代具备自主软件安全分析能力的大模型——能够独立发现操作系统、浏览器及关键基础设施中长达数十年未被检出的零日漏洞,并在无人工干预的情况下生成可执行的漏洞利用链。
核心职责
- 负设计并执行面向软件漏洞发现的大模型训练流程,包括预训练数据构造、指令精调与 RLHF/RLAIF;
- 研究提升模型在二进制分析、源码审计、模糊测试指导等安全任务上推理能力的方法;
- 构建并维护 Agentic 安全评估框架,设计覆盖 CVE 复现、零日发现、漏洞利用链生成的基准测试集;
- 与红队工程师协作,对模型的进攻性能力进行双用途风险评估与控制;
- 研究长上下文代码推理、跨文件调用链分析、符号执行辅助等关键技术;
职位要求岗位要求
- 计算机、网络安全等相关方向硕博学历以上,具备 CTF 参赛经历或漏洞挖掘实战经验;
- 熟悉大模型训练全链路(预训练、SFT、RLHF)
- 具备扎实的系统编程能力(C/C++/Rust 其一)
- 了解软件漏洞原理,如缓冲区溢出、UAF、逻辑漏洞等
加分项
- 熟悉逆向工程、fuzzing(AFL/LibFuzzer)、符号执行
- 有 LLM for code / program synthesis 研究发表
- 了解 AI 安全、模型对齐或红队评估方法
- 熟悉操作系统内核或浏览器渲染引擎源码 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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