需要建议:后端工程师转向基础设施:你是如何进行转型的?

4作者: gokuljs4 天前原帖
我在后端开发领域工作了大约4到5年,主要是在初创公司。过去3个月我一直在阅读和构建一些小项目,但我不确定自己是否在进步,还是只是在原地踏步。我身边也没有相关领域的人,所以我主要是自己摸索,包括使用像GPT和Claude这样的工具,但我仍然感到困惑。 我的工作包括API、一些实时系统,如WebRTC和流媒体,以及调试生产中的问题,比如延迟、缓冲和可靠性。我使用过AWS、Docker、Redis等类似工具。 我希望向更系统化的工作方向发展,比如基础设施、分布式系统,或者像推理管道和数据流这样的AI基础设施。 问题是我感到迷茫和分散。我不断在基础设施、SRE或平台工作以及AI基础设施之间跳跃,但我对自己目前的位置和实际的职业路径没有清晰的认识。 有几个问题想请教: 1. 人们是如何从后端或产品工作转向基础设施或系统角色的? 2. 早期选择一个方向更好,还是先广泛探索? 3. 如何选择一个主题或方向,使其随着时间的推移不断积累,而不是不断怀疑自己的选择? 4. 什么样的项目真正能表明你已经准备好? 5. 实际上,如何在没有基础设施职位的情况下开始获得面试机会? 非常希望能听到那些成功转型的人的建议。 谢谢!
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I’ve been a backend-heavy engineer for about 4 to 5 years, mostly in startups. For about 3 months I’ve been reading and building small things, but I’m not sure if I’m progressing or just spinning. I also don’t really have people around me in these areas, so I’ve mostly been trying to figure this out on my own, including using tools like GPT and Claude, but I still feel unclear.<p>My work includes APIs, some real-time systems like WebRTC and streaming, and debugging production issues such as latency, buffering, and reliability. I’ve used AWS, Docker, Redis, and similar tools.<p>I’m trying to move toward more systems-oriented work, such as infrastructure, distributed systems, or AI infrastructure like inference pipelines and data flow.<p>The problem is I feel stuck and scattered. I keep jumping between directions such as infrastructure, SRE or platform work, and AI infrastructure, and I don’t have a clear sense of what the actual path looks like from where I am.<p>Some questions:<p>How do people actually move from backend or product work into infrastructure or systems roles?<p>Is it better to pick one direction early, or explore broadly first?<p>How do you pick a theme or direction that actually compounds over time instead of second-guessing constantly?<p>What kinds of projects really signal readiness?<p>And practically, how do you start getting interviews without already having an infrastructure title?<p>Would really appreciate advice from people who’ve made this transition.<p>Thanks