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做机器学习工程师(ML Engineer)，除了掌握Machine Learning外还需要有CS的哪些知识基础？需要熟练掌握算… 后端计算机Infrastructure Engineer的职业前景如何？ 拿到一个做搜索相关性的Infrastructure Engineer的职位 (Search relevance Infrasturcture engin… 显示全部 关注者 929 被浏览 再上一级就是Principal Engineer-主任工程师，工程师的天花板了吧。 所以从低到高： Associate Engineer-->Engineer-->Senior Engineer-->Staff Engineer-->Senior Staff Engineer-->Principal Engineer 管理层的话Manger上面就是Director-总监，Director再上面就是Senior Director-资深总监，简称SD。
另外还有一类data analyst，是作为data scientist或者data engineer的预备役存在的，公司的终极目标是将他们培养成data scientist/engineer，这一类职位则通常存在于IT部门，对口刚毕业的新人（博士不算，博士可以直接上senior的职位）。 在99版的红皮书和黄皮书里，FIDIC 创造性地发明了Engineer这个角色，Engineer受雇于业主，如FIDIC红皮书 3.1 engineer's duties and authority 中所述： “whenever carrying out duties or exercising authority, specified in or implied the contract, the Engineer shall be deemed to act for the Employer”。 工厂中各种工程师的职位名称看似相似，实际上每个岗位都有独特的职责与重要作用。今天，我们将正式为大家解析这些看似神秘的IE、QE、PE、ME、TE和RD工程师的职责，帮助您深入了解工厂生产背后的关键人物。 1. IE工程师：效率优化专家 IE（Industrial Engineer），即工业工程师，主要负责优化工厂的.
Product Engineer偏重于产品本身，产品质量，产品种类等。 Process Engineer偏重于工艺流程，生产管理，生产质量。
ML infrastructure engineer工作是如何的，需要一些什么背景知识? 目前有不少职位是做机器学习基础设施工程师，ml infra engineer, 例如下面这个Spotify的工程师职位： https://jobs.l… 显示全部 关注者 314 但是计算机工程Computer Engineering，我们简单理解他其实是Computer Science加上Electrical Engineering 。是一个软件和硬件都结合的专业。计算机工程的学生，毕业之后也可以从事编程类工作。它既学习软件方面的编程，但同时也要学习很多硬件方面的知识。就要既要学习大的架构，又要学习电脑的整个的系统. 谢邀。 Supervisor是主管，或者叫小组长，基本对于自己范围内的业务有一定的经验和把控了，可以带几个小弟，差不多是最小的领导或者管理者吧。Supervisor的上一级一般是Manager，再上一级是Director。这条线一般是管理路线。 技术路线 的话，一般刚加入的 初级工程师 是Junior Engineer，然后是Engineer.
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