
MomentaPNP 资深算法工程师
社招全职2年以上算法地点:北京 | 苏州 | 上海状态:招聘
工作描述
任职要求 技能要求: - 具备 2 年以上自动驾驶领域工作经验,参与过AVP/VPD/众源建图/车位到车位等泊车功能直接相关的建图定位算法架构设计与研发。有量产落地经验的加分。 - 有深度学习的基础知识和研发经验,在工作中实践过模型架构设计、训练和部署。了解语言/视觉大模型的基本原理和使用技巧 - 具备较好的数学基础和计算机视觉算法基础,熟知几何变换、矩阵运算、非线性优化等数学工具的原理,…
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包括英文材料
自动驾驶+
https://www.youtube.com/watch?v=_q4WUxgwDeg&list=PL05umP7R6ij321zzKXK6XCQXAaaYjQbzr
Lecture: Self-Driving Cars (Prof. Andreas Geiger, University of Tübingen)
https://www.youtube.com/watch?v=NkI9ia2cLhc&list=PLB0Tybl0UNfYoJE7ZwsBQoDIG4YN9ptyY
You will learn to make a self-driving car simulation by implementing every component one by one. I will teach you how to implement the car driving mechanics, how to define the environment, how to simulate some sensors, how to detect collisions and how to make the car control itself using a neural network.
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/
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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