特斯拉Sr. Data Algorithm Engineer-CV
社招全职AI与数据分析地点:上海状态:招聘
工作描述
任职要求 Bachelor's degree or higher in Computer Science, Mathematics, Statistics, or a related field. Solid experience in Python and C++ development. Proficiency in image processing algorithms such as OpenCV. Experience in model development with TensorFlow or PyTorch. Mastery of data science tools, such as Pandas, NumPy, Matplotlib, and MongoDB Aggregation. Project experience with multimodal large models, with in-depth research in at least one area (e.g., multimodal large models, multimodal representations, or few-shot learning). Preferred Practical project experience applying computer vision technology in industrial manufacturing or related fields. Familiarity with robot/PLC control, industrial cameras/laser sensors/lighting solutions. Experience working in agile development environments. Excellent written and verbal communication skills. Project management experience, with the ability to meet development deadlines on schedule. Background in algorithm development, such as participation in ACM competitions. Publications in relevant academic journals or conferences. Join Us Join Tesla, and you'll work in a dynamic and innovative environment, collaborating with world-class engineers and scientists to advance industrial automation and intelligent manufacturing through machine vision technology. If you're passionate about machine learning, artificial intelligence, and computer visi…
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包括英文材料
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.
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
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
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.
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更新于 2026-06-15合肥