Xiaomi Technology

小米汽车-AI大模型测试架构师-智能座舱

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

小米汽车-AI大模型测试架构师-智能座舱北京社招全职职位 ID:A148844职位描述1、参与构建Agent评测体系,包括但不限于智能体的任务完成度、决策合理性、工具调用、知识时效、幻觉率等维度等评估,能够独立完成设计与研发工作;
2、参与大模型(LLM、多模态、AIGC)效果/性能/安全评测指标设计、数据集构建与评测流程自动化构建;
3、负责模型微调训练后的评测工作,设计实验验证微调策略的有效性,确保模型性能提升符合预期;
4、探索AI在软件测试领域的应用,包括但不限于AI生成测试用例、AI自动执行测试、测试缺陷预测、智能测试报告生成等,打通AI测试流程闭环;
5、跟踪AI测试领域的前沿技术(如LLM在测试中的应用、多模态内容理解等),将新技术应用于实际业务,提升测试技术的先进性。
职位要求1、本科及以上学历(硕士及以上学历优先),计算机科学、人工智能、软件工程或相关专业;
2、具有3年以上测试开发相关经验,其中至少 1 年专注 AI/算法/模型评测/AI-Testing 工具开发或相关领域;
3、熟练掌握Python,熟悉常用的机器学习框架(如TensorFlow、PyTorch、Hugging Face等),理解机器学习、深度学习基本原理,对大语言模型(LLM)、Agent系统有基本认知;
4、熟悉主流测试框架(pytest、TestNG、Selenium、Playwright、JMeter、Locust 等),有二次开发经验;
5、能够熟练运用AI赋能日常工作;
6、对质量与效率有较高追求,具备强烈的 Ownership 与自驱力;
7、具备良好的问题分析解决能力、沟通能力及团队协作精神,能够与团队紧密合作;
8、保持对最新AI技术和研究动态的关注,具备持续学习的能力。 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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