Xiaomi Technology

仿真评测开发工程师

Xiaomi Technology  •  Onsite  •  18 hours ago
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Job Description

仿真评测开发工程师
北京
社招
全职
职位 ID:A229949
职位描述
1. 搭建模型及功能仿真评测体系,开发功能及模型评测指标,服务于模型数据闭环
2. 设计开发迭代开环/闭环仿真指标,提升仿真指标置信度。
3. 根据自动驾驶算法的功能需求与评测方案,使用 Python /C++开发自动化评测指标、可视化分析模块及数据处理工具,提升评测效率与准确性;
4. 构建并维护面向复杂交通场景的仿真评测集,结合真实路测数据与典型工况设计测试用例;
5. 分析自动驾驶系统在各类仿真场景下的行为表现,验证评测指标集的有效性,评估其在不同工况下的覆盖率与稳定性,并持续优化评测体系;
6. 输出高质量的评测报告,为自动驾驶算法迭代提供数据支撑与发版依据;
职位要求
- 计算机科学、人工智能、车辆工程或相关专业;
- 熟悉logsim和worldsim仿真体系
- 具备良好的沟通能力和团队合作精神,能快速理解业务需求并转化为代码实现。
- 具备扎实的 Python 编程能力,有良好的代码规范意识,熟练掌握pandas、numpy、matplotlib、PyQt5等第三方库;
- 熟悉常用数据结构与算法,能够高效实现复杂的评测逻辑;
- 熟悉 Linux 操作系统,掌握 Shell/Bash 脚本编写;
- 了解 CI/CD 流水线配置(如 Jenkins、GitLab CI)优先;
- 有数据库使用经验(MySQL、MongoDB 等)优先;
- 熟悉自动驾驶感知、规划、控制等核心模块的基本原理优先。
- 具备开环/闭环评测经验者优先
- 具备模型闭环迭代优化经验者优先
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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