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Hey Reader, Welcome back to Guided Growth where we talk about the skills that accelerate your career beyond just writing great code. In August of 2025, I interviewed 3 engineers that I’d have hired in 2023. Same experience. Same fundamentals. Strong system design. All three got rejected. Not because they couldn’t code. Because, when I asked how they use AI in their daily work, the response was the same three times: “I have been wanting to go explore that.” Meaning to. For two years. Seriously???
Here’s something no one tells you: AI is not the enemy. Your response to AI is. The one who got through had 3 years experience from a tier-3 college. He’d created an internal tool using Claude, and he said it saved his team 6 hours a week. No certificate. No Udemy course. One actual issue, automated, measured, documented. That’s it. I am a hiring manager at GoogleWalmart. I review many applications. I don’t see AI eliminating engineers from that list. Engineers are holding themselves back. They perceive “learning AI” as taking place sometime down the road. Someday doesn’t appear on a resume. Here’s how the engineers I’m hiring differ from the engineers I’m not: Hard Skills: Key technical skills. They matter in this field. Qualification: Relevant experience in similar positions Problem-solving skills: Learn to face a challenge. Know how to solve it. Teamwork: Works well with others. Communicates clearly. Adaptability: Quickly embraces new tasks. Adapts to new environments quickly. They didn’t study AI theory. They used it on a real problem. They measured the results. They can explain it in 3 minutes. That’s the bar. Lower than you think. And hardly any one is clearing it. This week, the most repetitive task I did was checking emails. I clicked through my inbox many times. Each time, I scanned for important messages. I replied to some and marked others to read later. It felt like a cycle that never changed. Use Copilot or Claude to automate parts of it. Document what changed. You’ve just outperformed over 90% of the engineers I interview. The market doesn’t care that you are scared. It cares what you made in spite of it. Thanks, Abhishek: The Guided Growth P.S. Do reply and let me know what one task you’re going to try this with. I will reply to the first 10 replies whether I think it should go on your resume. |
Ex-Google | Stanford LEAD | Ex-Founder | Sr. Engineering Manager. Career systems for engineers who want FAANG offers, faster promotions, and leadership roles. 650+ interviews conducted, 1,100+ engineers mentored. Read by 178,000+ engineers across platforms.
Hey Reader, Welcome back to Guided Growth where we talk about the skills that accelerate your career beyond just writing great code. Last month I hosted a meetup in Bangalore. Engineers from PhonePe, Goldman Sachs, Dell, Deloitte. Some with 2 years of experience. Some with 12. One on a career break, fighting her way back in. Different companies. Different levels. Same question. "Where should I invest my learning time?" It came in different costumes: "Should I stay or switch?" "DSA or system...
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