阿里巴巴达摩院-算法工程师/专家(大模型/数学计算/运动控制)-RISC V及生态
社招全职5年以上技术类-算法地点:杭州 | 上海状态:招聘
任职要求
1. 本科及以上学历,计算机、数学或人工智能相关专业,具备 3 年及以上算法研发经验; 2. 扎实掌握图像处理、机器学习、深度学习(如 Transformer、CNN)及数值优化理论,具备将复杂业务问题转化为数学模型的能力; 3. 精通 Matlab/Python/C++ 中的一种,具备规…
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工作职责
1. 跟踪大模型的国际前沿算法技术动态,定期输出技术调研报告并试点验证,评估其在业务中的应用价值; 2. 负责大模型在端侧/边缘场景的优化与落地,包括模型压缩、推理加速、多模态输入处理与上下文管理; 3. 负责数据计算、运动控制、图像处理算法的研发与优化; 4. 跨团队参与产品的需求评审,制定算法验收标准,配合测试团队完成算法在各应用场景下的效果验证与版本迭代; 5. 主导算法在 RISC-V 架构硬件上的移植、量化与性能优化,确保算法运行的稳定性和实时性; 6. 负责撰写设计方案、接口规范等技术文档,参与专利布局及相关学术论文的撰写;
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/
图像处理+
https://opencv.org/blog/computer-vision-and-image-processing/
This fascinating journey involves two key fields: Computer Vision and Image Processing.
https://www.geeksforgeeks.org/python/image-processing-in-python/
Image processing involves analyzing and modifying digital images using computer algorithms.
https://www.youtube.com/watch?v=kSqxn6zGE0c
In this Introduction to Image Processing with Python, kaggle grandmaster Rob Mulla shows how to work with image data in python!
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
还有更多 •••