阿里云Alibaba Cloud Intelligence-AI Ecosystem Solution Architect-HongKong
社招全职5年以上云智能集团地点:香港状态:招聘
工作描述
任职要求 Qualifications Bachelor’s degree or higher in Computer Science, AI, Software Engineering, Data Science, or related fields; Master’s/PhD preferred, especially with research in ML, NLP, or distributed systems. 5+ years in AI/cloud solution design, with at least 3 years focused on cloud AI/ML platforms or large model ecosystems; proven experience in designing, validating, and scaling AI-native solutions (e.g., LLM-based apps, RAG, intelligent Agents). Hands-on experience collaborating with AI model vendors, vertical ISVs, or MLOps tool providers. Proficient with major LLM platforms (e.g., Alibaba Cloud Bailian, OpenAI, Vertex AI, Azure AI Studio); deep familiarity with Alibaba Cloud’s AI stack (Bailian, Qwen, ModelScope, PAI, GPU/TPU compute, vector engines, multimodal services). Strong coding skills in Python (required); Java/Go a plus; experience building AI prototypes, automation scripts, or LangChain/LlamaIndex integrations. Knowledge of AI safety & compliance: data privacy (on-prem deployment, anonymization), hallucination mitigation, content safety filtering. Fluent English for …
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包括英文材料
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
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
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
Azure+
https://azure.microsoft.com/
Invent with purpose, realize cost savings, and make your organization more efficient with Microsoft Azure’s open and flexible cloud computing platform.
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.
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