转码找工作的资料总结找工就业

胖娃娃阿夏

2022/1/19 · 发布于求职（非面经）版·36073

转码资料总结

最近成功上岸了，总结一下转码过程中收集和使用的学习资料，主要都是地里的帖子。今后跳槽估计还能用到😂 😅

目录：
0. 简历
1. BQ
2. 刷题
3. System Design
4. Machine Learning Design
5. 其他资料
6. Offer比较

0. 简历

如何写求职简历的注意事项
视频 How to Write a Great Software Engineer Resume
视频 How to Write Your Best Resume for Software Engineering Jobs // Tips from an ex-FAANG recruiter
Resume Automated Screening (Google一下很多这种网站，比如 jobscan，可以用来优化简历）

1. Behavior Questions
我面的第一个公司是Amazon, 所以就按照16条LP准备了很多小故事，后面其他公司也用的这些故事。

1.1 地里很好的帖子

1.2 Youtube视频

亚麻高频BQ 35道: 常见的BQ题基本都能在Dan Croitor的频道找到视频讲解，他会讲所谓的答题思路
Dan Lok
CareerVidz

1.3 亚麻的一些LP套路
一个故事套至少两个LP，比如

I think big and insist on the highest standards, so I am right (a lot).
I bias to action so I deliver results.
I have customer obsession, so when I meet challenges, I take ownership and dive deep.
I am always eager to learn and be curious, so I invent and simplify.
I have a backbone but I disagree and commit, so I earn trust from colleagues.

一些BQ问题的等价转换

meet tight deadline = deliver results = bias to action = adapt to changing demands
mistake = failure = miss deadline = decision you regret = apologize = would handle differently ---> 重点 what you learned
conflict = disagreement = don't like me —> Backbone, disagree and commit + customer obsession + earn trust
hard decision = take calculated risk = task with ambiguity = have multiple solutions = lack of data\info
everyone is your customer
Anything positive ---> because I have customer obsession, I take ownership, I think big, I insist on the highest standards
Anything negative --> because I missed customer obsession, I didn't take ownership ---> I have learned .....

2. 力扣刷题

我从七月中旬从0开始做Leetcode，到12月底一共做了595道(155 easy, 345 medium, 95 hard)。
前面300题做的非常慢，过了300之后开始慢慢有感觉了，能识别出来套路了，后面做题就越来越熟练了，计时做基本在20分钟内能做完一道medium，hard就全凭运气了

我的做题顺序如下
1. Leetcode出的Top Interview Questions: easy, medium, hard 3个collections
2. Leetcode上 Amazon, Facebook, Microsoft 最近6月的高频题（做完了大部分）
3. Google 前50道高频题和 Leetcode上Mock Assement的所有Google Phone Interview 题和部分Onsite Interview题
4. 部分地里的面经题

不会做的题主要看discussion的高赞答案，然后自己总结。
刷题的总结见我的这个帖子: 力扣常见题目总结

3. System Design

这一块也是从0开始学，主要学习了以下资料。
3.1 Educative

Web Application and Software Architecture 101 讲的很通俗易懂，比grokking更适合零基础的我。
Grokking the System Design Interview：最主要的学习资料，看了好几遍，主要学了解题套路。
Grokking the Advanced System Design Interview：没看完，主要看了Cassandra， Dynamo, Kafka这三节，对NoSQL有了稍微深入一点的了解

3.2 Youtube