蚂蚁金服蚂蚁数字科技-数科技术部-AI Agent & Big Data Engineer
社招全职5年以上技术类-开发地点:杭州 | 新加坡状态:招聘
工作描述
Qualifications 1. Singapore Citizen or Singapore Permanent Resident. Candidates requiring employment pass sponsorship will not be considered; 2. At least 5 years of relevant software engineering, solution architecture, or technical delivery experience; 3. Strong Java programming skills, a solid understanding of design patterns, and proficiency in Spring or another mainstream Java framework; 4. Hands-on experience designing or developing AI Agent solutions. Experience gained through proofs of concept (PoCs), prototypes, or production projects is acceptable; 5. Practical knowledge of AI Agent technologies and patterns, such as LLM integration, prompt engineering, RAG, tool/function calling, agent orchestration, and evaluation; 6. Hands-on experience with large-scale data processing and data pipelines, using technologies such as Kafka, Spark, Flink, Hadoop, or equivalent platforms; 7. Solid experience in distributed systems architecture and complex system integration; 8. Ability to design and deliver scalable, reliable, high-perf…
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包括英文材料
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
Spring+
https://liaoxuefeng.com/books/java/spring/index.html
Spring是一个支持快速开发Java EE应用程序的框架。它提供了一系列底层容器和基础设施,并可以和大量常用的开源框架无缝集成,可以说是开发Java EE应用程序的必备。
https://spring.io/guides/gs/rest-service
https://spring.io/quickstart
Level up your Java code and explore what Spring can do for you.
开发框架+
[英文] Understanding Modern Development Frameworks: A Guide for Developers and Technical Decision-makers
https://www.freecodecamp.org/news/understanding-modern-development-frameworks-guide-for-devs/
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
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