
商汤【27届校招】具身智能算法研究员,无人零售店业务
校招全职算法地点:上海状态:招聘
工作描述
任职要求 教育背景:计算机、机器人、自动化、人工智能等相关专业硕士或博士学历,具有扎实的数学与算法功底。 核心能力要求: 1. 精通 PyTorch,有大模型微调(SFT、LoRA)、多模态大模型、或大规模机器人策略网络训练经验。 2. 熟练掌握至少一种物理仿真器(Isaac Sim、Isaac Lab/Orbit、SAPIEN、MuJoCo),熟悉 Domain Randomization(领域随机化)技术。 3. 有丰富的 Linux/C++ 编程经验,精通 CUDA 编程与本地模型部署加速,对常用 TensorRT 推理管线有深度定制经验者优先。 4. 熟悉三维重建、点云处理、3D 目标检测,对经典三维重建或高拟真三维感知算法有实际研究或应用经验者优先。 5. 具备极强的学术论文阅读与快速复现能力,动手能力强,热衷于解决实际物理世界中的复杂操控问题。 6. 具备良好的团队协作与沟通能力,能够与硬件工程师、系统软件工程师紧密配合…
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包括英文材料
学历+
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/
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
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
CUDA+
https://developer.nvidia.com/blog/even-easier-introduction-cuda/
This post is a super simple introduction to CUDA, the popular parallel computing platform and programming model from NVIDIA.
https://www.youtube.com/watch?v=86FAWCzIe_4
Lean how to program with Nvidia CUDA and leverage GPUs for high-performance computing and deep learning.
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