
商汤具身/智驾端到端闭环仿真系统开发工程师
社招全职系统开发地点:上海状态:招聘
任职要求
1. 本科及以上学历,计算机、软件工程、自动化、车辆工程、机器人等相关专业; 2. 熟练掌握 C++ 和 Python,具备扎实的软件工程能力,熟悉多线程、内存管理、性能优化和复杂系统调试; 3. 熟悉具身/智驾系统架构,理解感知、预测、规划、控制、定位、传感器数据流和闭环仿真基本原理; 4. 熟悉一种或多种仿真引擎/平台,如 CARLA、Unreal Engine、Unity、Gazebo、SVL…
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工作职责
1. 负责具身/智驾端到端闭环仿真系统的架构设计与核心模块开发,构建支持感知、预测、规划、控制算法闭环接入的仿真平台; 2. 负责算法闭环接入框架开发,包括算法接口适配、数据流管理、时序同步、模块调度、仿真运行控制与结果回放; 3. 负责具身/智驾仿真 evaluation 系统建设,包括指标体系设计、评测任务编排、批量仿真、结果分析、问题定位与报告生成; 4. 负责端到端物理传感器仿真能力开发,包括 Camera、LiDAR、Radar、IMU、GPS 等传感器模型、噪声模型、标定参数和数据输出链路; 5. 负责仿真引擎性能优化,包括多线程调度、渲染性能、传感器生成效率、场景加载、内存管理和大规模并行仿真能力建设; 6. 与具身/智驾算法、数据、测试和基础平台团队协作,支撑模型训练、算法验证、回归测试、corner case 复现等核心业务流程;
包括英文材料
学历+
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
多线程+
https://liaoxuefeng.com/books/java/threading/basic/index.html
和单线程相比,多线程编程的特点在于:多线程经常需要读写共享数据,并且需要同步。
https://www.youtube.com/watch?v=_uQgGS_VIXM&list=PLsc-VaxfZl4do3Etp_xQ0aQBoC-x5BIgJ
https://www.youtube.com/watch?v=IEEhzQoKtQU
https://www.youtube.com/watch?v=mTGdtC9f4EU&list=PLL8woMHwr36EDxjUoCzboZjedsnhLP1j4
https://www.youtube.com/watch?v=TPVH_coGAQs&list=PLk6CEY9XxSIAeK-EAh3hB4fgNvYkYmghp
https://www.youtube.com/watch?v=xPqnoB2hjjA
This video is an introduction to multithreading in modern C++.
https://www.youtube.com/watch?v=YKBwKy5PrpQ
Rust threading is easy to implement and improves the efficiency of your applications on multi-core systems!
Unreal+
[英文] Learn Unreal Engine
https://dev.epicgames.com/community/unreal-engine/learning
From your first steps to complete mastery of Unreal Engine, we've got you covered.
https://www.youtube.com/watch?v=BGsFLoYp1V8
I have a complete beginner course for anyone new to Unreal. Following this tutorial will teach you all the basics of Unreal Engine and bring you through creating your first cinematic scene.
还有更多 •••