Xiaomi Technology

算法工程师(大模型算法/深度学习)

Xiaomi Technology  •  Beijing, CN (Onsite)  •  1 day ago
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Job Description

算法工程师(大模型算法/深度学习)
北京
校招
正式
算法类
2027届校园招聘计划
职位描述
1. 大模型算法开发与优化:
a. 面向智能制造领域需求,参与工业垂域大模型基座训练及应用落地,负责垂域大模型agentic 能力优化迭代、知识注入、强化微调等模型优化工作;
b. 负责大模型在垂域场景(知识问答、数据问答、智能诊断等)的推理准确率,降低幻觉,具备专家级的诊断及推理能力提升
c. 跟踪前沿大模型技术进展,参与技术方案评审,输出内部分享、专利与高质量技术文章。
2. 智能化场景落地:
a. 负责将开发的算法在小米生产制造的实际场景中进行落地实施,确保算法的有效性、稳定性和可扩展性。
b. 与生产团队紧密合作,深入一线挖掘业务需求,收集数据,分析问题,为算法优化提供依据。
4. 团队协作与沟通:
a. 与研发团队、生产团队、质量团队、数据团队等跨部门协作,确保算法项目顺利推进。
b. 向非技术背景的业务人员清晰地传达技术概念和解决方案,促进业务团队对智能化技术的理解和应用。
职位要求
1. 学历要求:要求毕业于top211,985,或者qs100机械或者计算机系博士,且在制造算法某一领域取得显著成果
2. 技术能力:
a. 了解大模型的预训练,指令微调,强化微调PPO,DPO,GRPO等,有大模型优化的实践经验者优先;
b. 强化学习、机器学习、运筹优化算法和深度学习等算法技术,具备扎实的数学基础和算法设计能力。
c. 熟练掌握 Python、C++ 等编程语言,能够高效实现算法并进行优化。
3. 学习与创新能力:
a. 对新技术、新领域有强烈的学习兴趣和好奇心,能够快速掌握前沿技术并应用于实际工作中。
b. 具备创新思维,能够提出独特的算法解决方案,推动公司在智能制造领域的技术进步。
4. 责任心与攻坚能力:
a. 具备强烈的责任心,对工作中的问题能够主动跟进、积极解决。
b. 能够在复杂的业务场景和技术难题面前保持坚韧不拔的精神,攻坚克难,确保项目按时交付。
5. 沟通能力:
a. 具备良好的沟通技巧和能力,能够与不同背景的团队成员进行有效沟通。
b. 能够深入一线与生产人员交流,准确理解业务需求,并将技术方案清晰地传达给团队成员。
7. 其他要求:
a. 具备良好的英文读写能力,能够阅读和理解英文技术文献。
b.熟悉大模型技术以及有大模型相关技术落地应用经验者优先
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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