AI for job seekers: CVs, cover letters and interview practice

A useful helper, used honestly

Looking for a job takes time and confidence. AI can help with the writing and the practice. It can tidy a CV, suggest a cover letter and ask you interview questions. It cannot get you a job and it must never be used to invent experience you do not have.

Improving your CV

1. Start with your own facts. Write down your education, jobs, skills and achievements in plain words. Roman Urdu or Urdu is fine for this first step.
2. Ask the chatbot to organise it. For example: "Turn these notes into a clear one-page CV in English. Use short bullet points. Do not add anything I have not written."
3. Make it fit the job. Paste the job advert and ask: "Which of my skills match this advert? What should I put first?"
4. Check every line. Make sure dates, job titles, names of employers and qualifications are exactly right.
5. Make it sound like you. Remove words you would never use. An interviewer will ask about anything on your CV.

Our prompt Improve your CV or write a cover letter gives ready-made instructions you can copy.

Writing a cover letter

A cover letter explains why you want this job and why you suit it. AI can give you a good first draft.

• Give the chatbot the job advert, your CV and two or three real reasons you want the job.
• Ask for a short letter: "Keep it under 250 words, polite and simple."
• Rewrite the opening and closing in your own words. Generic letters are easy to spot.
• Write a fresh letter for each job. Do not send the same one everywhere.

Practising for interviews

This is one of the most useful ways to use AI.

1. Tell the chatbot the job title and paste the advert.
2. Ask: "Ask me ten interview questions for this job, one at a time. After each answer, tell me how to improve it."
3. Answer as you would in a real interview. You can use voice typing to practise speaking.
4. Ask for practice in Urdu or English, depending on the interview.
5. Prepare real examples from your own work, studies or community life. Do not memorise answers written by the chatbot.

Never invent experience

It is tempting to let AI make your CV sound more impressive. Do not.

• Never add qualifications, jobs or skills you do not have. Employers check documents and references. False claims can cost you the job, even after you start.
• Never let AI make up numbers such as "increased sales by 40%" unless you can prove them.
• Watch for invented details. Chatbots sometimes add things you never said. Read every line. See hallucination.
• Be honest in the interview. If AI helped you write something, you still need to explain it in your own words.

Spotting fake job offers

Fake job offers are common and AI makes them look more professional. Watch for these warning signs:

• You are asked to pay a fee for registration, training, a medical test, a visa or a uniform before you start
• The offer is too good: a very high salary for little work or no experience
• No interview, or only a short chat on WhatsApp
• Pressure to decide quickly
• Requests for your CNIC copy, bank details, OTP or mobile wallet PIN early in the process
• Email addresses or websites that do not match the company's real name
• Overseas jobs offered through unverified agents

Check a company yourself through its official website or by calling its known office number. For overseas jobs, use only licensed recruitment agents and check them through official government sources. If a message seems suspicious, try our prompt Check if a message might be a scam.

Keep your information safe

A CV contains a lot of personal data. Before pasting it into a chatbot, remove your CNIC number, full home address and phone number. Add them back afterwards.

What to check before you send

• Is every fact on my CV true and accurate?
• Have I removed anything I cannot explain in an interview?
• Does the cover letter mention this specific job?
• Have I checked that the employer is real?

To think about how AI is changing work more broadly, read AI and your job: what changes and what does not.