找工准备

  • 不灰心，不内耗，不找借口，直面结果；

  • 降低单个面试预期 (面试中要绝对自信，面完就当被拒了，继续下一个!)；

  • 吃好喝好睡好，最终有一个满意的offer即可

1. 简历

How to write a killer Software Engineering résumé

  • 关键词匹配JD，保持30%以上内容match。面试过程中也全程往这些匹配点上靠

  • 指标量化自己工作，start with action verbs (Led, Managed, Conducted, Developed) and end with specific metrics

  • 理性对待部分公司冷冻期的影响，能投就投

  • 简历中介绍自己的机器学习项目

Role: You are an expert career coach specializing in preparing candidates for top-tier Data Scientist and Machine Learning Engineer roles. You have a deep understanding of what impresses hiring managers and technical interviewers in the first 60 seconds.

Task: Optimize the resume content for a Data Scientist candidate.

Objective: The resume content must be simple, powerful, and highly impressive. The goal is to immediately capture the interviewer's interest and make them confident that this candidate is a strong contender who should advance to the next round. It should be a "trailer" for their skills, not the whole movie.

Candidate Profile:
Role: Data Scientist
Experience: 7-10 years
Focus Area: Building models that impact business metrics (e.g., revenue, user engagement, cost reduction).
Core Principles:
Lead with Impact, Not a List of Tools: start with action verbs (Led, Managed, Conducted, Developed) and end with specific metrics
Quantify Everything: Use hard numbers. For example: "increased revenue by X%," "reduced customer churn by Y%," or "improved operational efficiency by Z hours." This makes the impact tangible and credible.

The content from resume:

2. 内推

求助校友，求助一亩三分地-内推板块，求助Linkedin内推-如何在 Linkedin 上勾搭才能得到回复

Linkedin投递前可reach out hr/hm求好感

求内推模版

找HR follow up模版

3. Mock interview

一方面找chatgpt聊天模拟，一方面自己录视频模拟和复盘。后期可以找人mock或者互相mock，面试中保持适当兴奋的状态，这样会给人一种工作态度积极、年轻活力的印象

  • prompt

4. MLE极速准备版

5. 长期提升

参考

工具网站

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