Xiaomi Technology

全栈工程师-汽车专项-实习

Xiaomi Technology  •  Onsite  •  6 days ago
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Job Description

全栈工程师-汽车专项-实习南京校招实习整车与系统工程类职位描述1. 负责公司 AI 安全平台的后端系统开发,设计并实现支持多路摄像头并发接入的微服务架构,支撑 YOLO 等目标检测模型的高吞吐、低延迟推理服务;
2. 设计可扩展的微服务模块(如任务调度、告警中心、设备管理),确保系统在高负载下的稳定性与可观测性;
3. 与通信协议团队协作,构建基于 MQTT/WebSocket/CoAP 的高并发设备接入层,支持百级摄像头实时数据流接入与 Web 端可视化调试;
4. 封装 CV 模型(如 YOLOv5/v8)为标准化推理接口,实现模型动态加载、资源隔离与异常熔断机制;职位要求- 计算机、通信、电子或相关专业硕士及以上学历;
- 扎实的 Python 后端开发能力,有 Flask/FastAPI 实际项目经验。熟悉异步编程、连接池、缓存策略等高并发优化手段;
- 熟悉微服务架构设计原则,具备服务拆分、API 网关、服务注册发现、限流熔断等实践经验;
- 熟练使用 MySQL / PostgreSQL、Redis和对象存储。掌握消息队列(Kafka / RabbitMQ)在解耦与削峰中的应用;熟悉 Nginx 配置与调优,能基于 Nginx 实现反向代理、负载均衡、限流及静态资源服务,支持高并发 API 的稳定访问;
- 理解网络通信基础(TCP/IP、HTTP/2、MQTT、WebSocket),能使用 Wireshark 或 tcpdump 定位高并发场景下的性能瓶颈;
- 具备良好的工程素养:熟练使用 Git 协作开发,重视 Code Review 与自动化测试(pytest),掌握 Docker 基础操作。
- 对计算机视觉有工程级理解:能调用 YOLO 等开源模型进行推理,能将模型封装为推理服务;
【加分项】
- 有视频流处理或边缘计算项目经验(如 FFmpeg、GStreamer、RTSP 流接入);
- 有模型服务化经验(Triton Inference Server、ONNX Runtime、TensorRT 或 TorchServe);
- 熟悉高并发系统压测与调优(Locust / JMeter + Prometheus/Grafana 监控); 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
Website
mi.com
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