资深全栈技术专家(自动驾驶数据与运营平台方向)_XC
On-siteSuzhou, Jiangsu, China
Job Summary
Lead end-to-end full-stack ownership of autonomous driving data annotation, data closed-loop, and model production systems, managing requirements, architecture, development, and deployment for 20+ microservices and 10+ web applications. Design high-concurrency, scalable solutions for complex scenarios including point cloud visualization, 3D rendering, and browser-side AI inference. Establish engineering standards, CI/CD pipelines, and monitoring systems to drive code quality and delivery efficiency. Guide cross-platform teams in resolving complex issues involving React, TypeScript, Java, Spring Boot, and message queues like Kafka. This role sits within Bosch's autonomous driving R&D offline toolchain and operations platform team, serving as the critical hub connecting massive road test data with algorithm and operations teams.
Required Qualifications
- 本科及以上学历
- 计算机相关专业
- 8 年以上软件研发经验
- 具备大型系统全栈架构设计与落地经验
- 必须同时具备扎实的前端与后端能力
- 能独立交付完整业务系统
- 精通 React 18
- 精通 TypeScript 5
- 深入理解 Redux Toolkit
- 深入理解 Webpack 5 / Vite 工程化
- 熟悉 Vue 2 / 3 技术栈
- 精通 Java
- 精通 Kotlin
- 精通 Spring Boot 生态
- 熟悉 Spring Data JPA
- 熟悉 Spring Security / LDAP
- 熟悉 gRPC / Protobuf 微服务通信
- 掌握 MySQL 等关系型数据库设计与调优
- 熟悉 Kafka / RocketMQ(阿里云 ONS)等消息队列
- 熟悉云对象存储(OSS / S3 / TOS)
- 熟悉分布式调度(SchedulerX)
- 熟悉 Docker 容器化与微服务部署
- 具备扎实的数据结构、算法与系统设计功底
- 能独立攻克性能、并发、稳定性难题
- 能独立负责一个业务方向从前端交互、后端服务到部署运维的全链路
- 设计高并发、大数据量场景下稳定可扩展的全栈架构
- 制定技术演进路线
- 统筹前端工程、后端微服务、数据建模与跨端协作
- 落地复杂可视化与交互
- 设计与优化后端微服务、消息驱动与第三方平台对接
- 建立前后端工程规范
- 建立 CI/CD 监控告警体系
- 推动代码质量、测试覆盖与交付效率提升
- 解决跨端(Web / Android / 小程序)疑难问题
- 对团队进行技术指导与人才培养
- 独立主导一个或多个业务方向
- 从需求、架构设计、前后端开发、联调到上线运维全流程闭环
Desired Qualifications
- OpenLayers
- PIXI.js
- Three.js
- Canvas / WebGL 大规模渲染
- TensorFlow.js
- OpenCV.js
- ONNX
- Web Worker / WASM 多线程计算
- Android(Kotlin + Coroutines + Room + OkHttp)或微信小程序开发经验
- 自动驾驶 / 大数据 / 地图(GIS)/ 数据标注相关经验
- 大型微服务集群(10+ 服务)治理与可观测性建设经验
- 活跃的开源贡献或技术影响力
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