ChatGPT: Jobs & Work

Land a new software job within a month of quitting, using ChatGPT for interview prep plans

Rathesh Prabakar, a senior software engineer in Bengaluru, quit in October 2025 without a job lined up. Prabakar applied before work and prepared after, and asked ChatGPT to act as an experienced résumé writer. For each interview, Prabakar gave it their skills, experience and the job description plus the time available and asked for a prep plan; a high share of the likely questions it suggested came up. Questions Prabakar couldn't answer went back to ChatGPT afterwards, and doubtful answers were cross-checked on Google. With a referral from a LinkedIn contact, Prabakar accepted an offer in early November.

Build a custom GPT as a job-search coach and go from 2 or 3 interviews to at least 7 and a PayPal offer

Product manager Amar Saurabh, ex-Meta and TikTok, got only two or three interviews in the first two months of applying, and plain ChatGPT kept giving generic answers and asking for the résumé again. In about an hour and a half Saurabh built a custom GPT, 'PM job search advisor', loaded with their résumé, LinkedIn profile and project details. It drafted recruiter outreach (including 300-character connection requests), tailored the résumé to each job description and prepped each interview. Over two months Saurabh landed at least 7 interviews, with companies including Reddit, Intuit and PayPal, and took a lead product manager job at PayPal.

Practise interview answers out loud with ChatGPT voice mode, not memorised scripts (partial)

On their way to interviews at Microsoft, Bain and Sweetgreen, a job seeker who writes the Ambitious Slacker newsletter pasted job descriptions into ChatGPT and had it interview them in voice mode, answering out loud and asking for feedback. That practice helped. Having ChatGPT write answers to memorise backfired: after a final round at Target, the interviewer said they were the best candidate but the company chose an internal candidate because they sounded too scripted. Once they stopped memorising and practised a few stories out loud, they did much better.

Write a first job application with ChatGPT and get an interview invitation

A poster says they used ChatGPT to write a job application for the first time one weekend and received an interview invitation shortly after.

Compare ChatGPT, Gemini and Claude at building a resume, judged by a recruiter

How-To Geek's Dibakar Ghosh gave the same job posting and prompt to Claude, ChatGPT and Gemini, each told to ask them questions first; ChatGPT asked 30. They liked Gemini's look best, but the recruiter picked ChatGPT's: the only one-page resume, with no fabricated details, though they found it busy. They say the questionnaire step is what made it work and that AI resumes still need human oversight.

Practise for an Amazon interview loop with ChatGPT and Claude mock interviews

Writing a month after accepting an offer from Amazon, a new hire says one of the things that helped was using ChatGPT and Claude for mock interviews: they fed both tools the job description and asked each to interview them like an Amazonian would, which surfaced questions they wouldn't have thought of. They also used AI to find gaps in their 15 prepared stories but wrote the stories in their own words.

Tailor a resume, cover letter and LinkedIn summary with ChatGPT, then get Gemini to judge them

A writer fed ChatGPT a job description and their existing application details to produce a tailored resume (two attempts; the first looked too plain), a one-page cover letter and a LinkedIn summary with recruiter keywords. They then asked Gemini to play the hiring manager: it scored them 8.5 out of 10 with 'a very high probability of landing an interview', but said the documents were too 'tech-first' rather than 'finance-first' for this employer.

Check a 'take-home task' repo from a job offer for malware with ChatGPT before running it

A developer offered a 'unicorn' job taking over a software project was asked to review and run the company's GitHub repository. Instead of cloning or running it, they asked ChatGPT to analyze it, and say it found hidden malware in what looked like a harmless library file, built to connect to an outside server and steal files, keys and credentials when the project was started. They call it a common scam aimed at job seekers.

Tailor a résumé, cover letters and mock interviews for a job hunt with ChatGPT

Returning to job hunting after 10 years, Santiago Barraza Lopez used ChatGPT to pinpoint roles at the intersection of legal practice and emerging tech, rewrite their résumé against target job descriptions within minutes, draft tailored cover letters, and run mock interviews with role-specific questions and feedback. They say they eventually landed a role in AI.