AI in Job Search — CV, Cover Letter and Interview

Job hunting is tedious. AI can’t apply for jobs for you, but it can save time and help you present your best self.

Polishing Your CV

AI helps you shape your CV to be clear and professional.

“Here’s my CV. Give me feedback on structure, language, and clarity. What could I improve?”

Professional vocabulary swap: “Make this experience description more professional: ‘I did computer stuff and helped people.’”

Tailoring to a job posting: “Here’s a job ad and my CV. Which parts of my CV should I highlight for this role?”

Cover Letter

Writing a cover letter is often the hardest part. AI helps you get started.

“Write a job application for a marketing coordinator position. My background: 3 years of digital marketing experience, strong social media skills. Tone: professional but relaxed.”

Important: Never send an AI-written application as-is. Edit it to make it your own. Recruiters can spot AI style.

Preparing for the Interview

Practicing questions: “I’m applying for a software developer role. Give me 10 likely interview questions and tips for answering them.”

Mock interview: “Act as the interviewer. Ask me one question at a time and give feedback on my answers.”

Elevator pitch: “Write me a 30-second introduction for an interview. Background: 5 years in sales, most recent role as team lead.”

Employer’s Perspective

“Here’s a job posting. What skills and experience are they likely looking for?”

This helps you emphasize the right things in your application and interview.

What Not to Do

• Don’t lie with AI — don’t add skills or experience you don’t have
• Don’t use an AI-written application as-is — it will likely sound too generic
• Don’t forget your own voice — the recruiter wants to see you, not a robot

How to Get Started?

Copy your CV into ChatGPT and ask for feedback. Or paste the job ad and ask for a cover letter draft. Edit it, add your own experiences, and send it.

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