菜鸟预测算法工程师
实习兼职菜鸟集团2026届实习生招聘地点:杭州状态:招聘
任职要求
1、计算机、数学、通信等相关专业背景; 2、熟悉深度学习、多模态轨迹预测、决策算法、路径规划算法、三维重建与绘制、游戏开发等相关领域技术和应用,有大量实践经验者优先; 3、极佳的工程实现能力,熟练掌握C/C++、Java、Python等至少一门语言,熟悉libtorch、tensor-rt、tvm等至少一种部署方式,在开源社区有突出影响力者优先; 4、具有良好的数据分析能力和逻辑分析能力。 【加分项】 在相关领域顶级会议获得Best Paper者优先;发表过相关领域期刊论文,其研究成果具备行业领先创新性者优先;在国际权威竞赛中获奖者优先。
工作职责
1、负责开发交互式多模态轨迹预测、意图预测等技术; 2、负责预测模型的预训练,预测大模型研发; 3、负责end-2-end自动驾驶算法研发; 4、追踪自动驾驶行业和深度学习技术的最新进展,力争打造菜鸟无人驾驶系统,开创未来无人物流的新格局。
包括英文材料
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
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.
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
相关职位
社招技术
- 应用先进的深度学习技术,解决自动驾驶中智能体的行为理解、预测和规划问题 - 研究和发展创新性的深度学习模型,用以实时理解和预测其他交通参与者的行为,并做出合理运动规划 - 设计和优化基于深度学习方法的在线预测和规划系统,增强系统的实时性和鲁棒性 - 开发和完善模型训练的离线系统,包括数据挖掘、数据处理,和模型评估及可视化
更新于 2025-06-20