
美图后端研发工程师(Python)|AI算法服务中台
社招全职3年以上研发类地点:厦门状态:招聘
工作描述
任职要求 1. 本科及以上学历,3 年以上后端开发经验,精通 Python 后端开发,具备扎实的数据结构与系统设计能力 2. 熟悉Python主流 Web 框架(如 FastAPI / Flask / Django 等),理解异步编程模型与协程机制 3. 具备高并发、高可用系统设计经验,理解分布式系统基础(服务注册发现、负载均衡、限流熔断、降级策略等) 4. 熟悉 Linux 开发环境,理解 Docker 原理,具备 K8s 实践经验,理解容器调度与资源管理机制 5. 具备模型服务接入或外部 API 聚合经验,理解推理服务的性能特征、延迟控制与成本优化策略 6. 熟悉 Redis、消息队列(Kafka / RabbitMQ 等)或缓存与异步任务系统设计者优先 ## 加分项 1. 有算法服务中台、技术中台或云原生平台建设经验 2. 有多模型调度、策略引擎或流量分发系统设计经验 3. 熟悉服务网格(Service Mesh)、可观测体系(Prometheus / OpenTelemetry 等) 4. 了解大模型推理架构、GPU 资源调度或推理性能优化 5. 有大规模系统稳定性建设经验(压测、容量规划、故障演练等) ## 我们提供 1. 从 0 到 1 参与 AI 算法服务中台架构设计与核心模块建设 2. 参与多模型能力接入与调度系统建设,解决真实高并发与成本优化问题 3. 技术决策空间充分,鼓励工程质量与系统设计能力提升 4. 入职配备最新款 MacBook Pro,提供 AI 工具支持(如 Cursor 等) 5. 扁平开放的技术氛围,与算法及业务团队深度协作 ## 我们期待这样的你 1. 对系统架构与工程质量有追求,愿意构建可长期演进的技术体系 2. 对 AI 基础设施与模型工程化充满兴趣 3. 希望参与构建一个真正支撑业务规模增长的核心平台系统 欢迎加入我们,一起构建面向 AI 时代的高性能、可扩展的算法服务基础设施。 Backend Software Engineer (Python) | AI Algorithm Services Platform About the Role We are building a next-generation AI Algorithm Services Platform that standardizes the integration, orchestration, and governance of AI models and external algorithm providers. As a Backend Software Engineer, you will play a key role in designing and developing the engineering infrastructure that enables scalable, high-performance, and highly available AI services. You will help create a unified platform for model onboarding, routing, scheduling, observability, and runtime governance, forming the foundation of AI-powered applications at scale. Responsibilities Design and implement engineering frameworks for AI algorithm services, including service packaging, containerization, deployment standards, and runtime governance. Build and enhance a multi-model integration and orchestration platform, supporting model rou…
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包括英文材料
学历+
后端开发+
https://www.youtube.com/watch?v=tN6oJu2DqCM&list=PLWKjhJtqVAbn21gs5UnLhCQ82f923WCgM
Learn what technologies you should learn first to become a back end web developer.
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.
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
Web+
https://web.dev/learn
Explore our growing collection of courses on key web design and development subjects.
FastAPI+
https://fastapi.tiangolo.com/tutorial/
This tutorial shows you how to use FastAPI with most of its features, step by step.
https://realpython.com/get-started-with-fastapi/
FastAPI is a web framework for building APIs with Python.
https://www.youtube.com/watch?v=rvFsGRvj9jo
This video today is a crash course, where we will go through the basics of FastAPI.
Flask+
https://www.youtube.com/watch?v=Z1RJmh_OqeA
Flask is a micro web framework written in Python.
Django+
https://www.youtube.com/watch?v=nGIg40xs9e4
Learn how to build a simple Django application in as fast as 20 minutes!
https://www.youtube.com/watch?v=rHux0gMZ3Eg
Learn Django and start building amazing back-ends!
高并发+
https://www.baeldung.com/concurrency-principles-patterns
In this tutorial, we’ll discuss some of the design principles and patterns that have been established over time to build highly concurrent applications.
https://www.baeldung.com/java-concurrency
Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.
https://www.oreilly.com/library/view/concurrency-in-go/9781491941294/
You’ll understand how Go chooses to model concurrency, what issues arise from this model, and how you can compose primitives within this model to solve problems.
https://www.oreilly.com/library/view/modern-concurrency-in/9781098165406/
With this book, you'll explore the transformative world of Java 21's key feature: virtual threads.
https://www.youtube.com/watch?v=qyM8Pi1KiiM
https://www.youtube.com/watch?v=wEsPL50Uiyo
高可用+
https://redis.io/blog/high-availability-architecture/
A high available architecture is when there are a number of different components, modules, or services that work together to maintain optimal performance, irrespective of peak-time loads.
https://www.ibm.com/think/topics/high-availability
High availability (HA) is a term that refers to a system’s ability to be accessible and reliable close to 100% of the time.
分布式系统+
https://www.distributedsystemscourse.com/
The home page of a free online class in distributed systems.
https://www.youtube.com/watch?v=7VbL89mKK3M&list=PLOE1GTZ5ouRPbpTnrZ3Wqjamfwn_Q5Y9A
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
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