AI for Job Hunting in the UK: CV, LinkedIn, Interviews and Offers

Looking for a job is hard work. Maybe your role has just been made redundant. Maybe you’ve finished your degree and every advert seems to want two years’ experience. Maybe you’re ready for a completely different career, or going back to work after years of raising children. Whatever brought you here, the to-do list is long.

An AI assistant won’t get you a job, but it can take a lot of the slog out of CVs, cover letters, LinkedIn, interviews and job offers. This guide walks you through the whole UK job hunt, from your first CV draft to signing a contract, with copy-paste prompts for each stage, and it’s honest about where AI gets things wrong.

New to AI? Start with our complete beginner’s guide.

Start with your situation

Tell the AI your situation in your first message and its suggestions will be far more useful. Here are four common starting points.

If you’ve been made redundant

Redundancy is a shock, so take a day to understand your position before rushing into applications. According to GOV.UK, you’ll normally be entitled to statutory redundancy pay if you’re an employee and have worked for your current employer for 2 years or more. If you’ve been continuously employed for 2 years by the date your notice period ends, you’re also allowed a reasonable amount of time off to look for another job or arrange training, although your employer only has to pay you up to 40% of one week’s pay for that time off.

AI can help you understand a redundancy letter, list questions for your consultation meeting and make a plan, but it shouldn’t work out your entitlement. Use the official GOV.UK redundancy pay calculator for that, and get advice from Acas or Citizens Advice if something doesn’t look right. GOV.UK also lists free help from the Jobcentre Plus Rapid Response Service, which can support you with CVs, job searching and training. If money is suddenly tight, our guide to making a monthly budget with AI will help you see how long your savings and redundancy pay will last.

If you’re a graduate looking for your first job

The National Careers Service suggests putting your education near the top of your CV if you’re early in your career or don’t have much work experience. AI is good at turning part-time jobs, volunteering, societies and your dissertation into transferable skills employers care about, such as staying calm under pressure or managing a long project.

If you’re changing career

Ask AI to compare your current skills with what a new role asks for, list the gaps, and help you explain why your experience still counts. Our guide to planning a career change with AI goes into this in depth, and if the new direction needs technical skills, you can even learn to code as a beginner with an AI tutor.

If you’re returning to work after a break

The National Careers Service is clear that a gap in your CV is not a problem in itself, but you might be asked about it, so be open and honest and focus on the skills you’ve gained. AI can help you word that gap calmly and spot relevant skills from that time, such as organising, budgeting or volunteering.

What AI can and can’t do in a job hunt

Think of AI as a tireless careers buddy who has read a lot of CVs but has never met you. It’s good at:

• Rewriting your experience so it matches the language of a job advert
• Producing first drafts of cover letters, LinkedIn sections and follow-up emails
• Asking you likely interview questions and giving feedback on your answers
• Summarising long job descriptions and highlighting the essentials

It’s not good at knowing what you actually achieved, giving reliable salary figures, keeping up with every employer’s application rules, or giving legal advice on contracts and redundancy. Any of the main assistants will do the job: ChatGPT and Claude are strong writers, Gemini works well if your CV lives in Google Docs, Microsoft Copilot is handy if you use Word, and Perplexity shows its sources when you research an employer. If you’ve never used one before, start with our complete beginner’s guide to using AI.

Write a CV that fits the job

The National Careers Service recommends a clear CV with a font such as Arial or Calibri in size 11 or bigger, a consistent style, headings and bullet points. It also says to tailor your CV to each job and to leave out your age, date of birth, marital status and nationality.

Start with a “master CV” that lists everything you’ve done, then ask AI to produce a tailored version for each advert. Always give it the real facts. If you don’t tell it a number, it may make one up.

Prompt: Tailor your CV to a job advert

Here is a job advert: [PASTE ADVERT]
Here is my current CV, with my name and contact details removed: [PASTE CV]
Rewrite my profile and work history bullet points so they match what this employer is asking for. Use only the facts I've given you. Use British English, start each bullet with a strong verb, and where a number would help, write [ADD FIGURE] instead of inventing one. Then list any requirements in the advert that my CV doesn't show evidence for.

That last line shows where you’re weak before the employer sees it. For step-by-step help with layout, sections and wording, read our full guide to writing a CV with AI that gets interviews.

ATS: what’s true and what’s a myth

Many employers and recruitment agencies use applicant tracking systems (ATS) to collect and manage applications, and some use AI tools to sort or score candidates. The UK’s Information Commissioner’s Office (ICO) has noted that AI is increasingly used in recruitment to find candidates, summarise CVs and score applicants.

You’ll also see claims online, often with precise-sounding percentages, that most CVs are rejected by a robot before a person reads them. Treat them with caution: such figures are rarely traceable to solid research, and automatic filtering varies between employers. The sensible approach is the same either way:

• Use a simple layout with standard headings such as Profile, Work history, Education and Skills.
• Keep important details in the main text, not in images, tables or text boxes.
• Use the advert’s own words where they truthfully describe your experience.
• Send the file type the advert asks for.
• Never hide extra keywords in white text. It can be spotted and looks dishonest.

Cover letters and application forms

Cover letters are where generic AI writing shows up most, so give the AI something specific: why this employer, why this role, and one real example that proves you can do it.

Prompt: Draft a cover letter that sounds like you

Write a cover letter for this job: [PASTE ADVERT]
Key facts about me: [3-4 RELEVANT EXPERIENCES OR SKILLS]
Why I want this job at this organisation: [YOUR REAL REASONS]
Keep it under 300 words, in British English, warm but professional. Avoid clichés such as "I am writing to express my interest" and "passionate". Don't invent any facts. Finish with a confident, polite closing line.

Read it aloud and change anything you wouldn’t say yourself. Our guide to writing a cover letter that doesn’t sound like AI has more ways to make a draft feel personal.

Many public sector and larger employers use application forms with supporting statements instead of a CV and letter. The National Careers Service recommends the STAR method (situation, task, action, result) for examples on forms and in interviews. AI is good at shaping a rambling example into STAR order. Read each application’s guidance notes too, as some employers say whether AI tools may be used.

Polish your LinkedIn profile

Recruiters often look you up, so focus on your headline, your About section and your recent experience.

Prompt: Rewrite your LinkedIn headline and About section

I'm [CURRENT OR MOST RECENT ROLE] looking for [TYPE OF ROLE] in [LOCATION OR "REMOTE"]. Here are my main skills and achievements: [LIST]
Write 5 options for my LinkedIn headline (under 220 characters each) and an About section of around 200 words in the first person. Make it friendly and specific, in British English, and use only the facts I've given you.

For a section-by-section walkthrough, read how to improve your LinkedIn profile with AI. AI can also help you write short, polite messages to former colleagues or people working at companies you like. Our guide to writing professional emails faster works just as well for networking messages and follow-ups.

Find vacancies and avoid job scams

AI chatbots aren’t job boards and can suggest roles that don’t exist. Look for vacancies on real job sites, employers’ own careers pages and the government’s Find a job service on GOV.UK, which covers England, Scotland and Wales (Northern Ireland has its own job search service). Then use AI to decode the jargon in the advert.

Be alert to recruitment fraud while you search. Report Fraud, the police’s fraud reporting service for England, Wales and Northern Ireland (Scotland reports via 101), warns that job scams often ask for upfront payments for things like training, equipment or security checks, and that fraudsters may ask for your bank details to “set up salary payments”. It suggests checking that an employer is registered on Companies House and being wary of recruiters who contact you from personal webmail addresses.

Prompt: Decode a job advert and check for red flags

Here is a job advert I found: [PASTE ADVERT]
1. Summarise the role in 3 sentences.
2. List the essential requirements and the nice-to-haves separately.
3. Suggest 3 questions I could ask the employer.
4. Point out anything that looks like a possible scam warning sign, such as requests for money, vague company details or pressure to act quickly.
Don't guess facts about the company. Tell me what I should check myself.

AI can flag warning signs but can’t verify an employer. If something feels off, see our guide to spotting scam emails and texts with AI.

Prepare for interviews

Interview practice is where AI shines, because you can rehearse as often as you like. The National Careers Service suggests reading the job description carefully, researching the employer, preparing examples from your past experience and having your own questions ready. AI can help with each of those.

Prompt: Run a mock interview

Act as an interviewer for this role: [PASTE ADVERT]
Ask me 8 questions one at a time, a mix of competency questions and questions about my motivation. Wait for my answer before asking the next one. After each answer, give me short feedback: what worked, what was missing, and how I could use the STAR method (situation, task, action, result) better. At the end, summarise my three strongest examples.

Many assistants have a voice mode, so you can practise out loud. If the interview includes a presentation or assessment centre task, our guide to preparing a presentation and slides with AI will help you plan it. For more question types and answers, read how to prepare for a job interview with AI. It can also help to see the process from the other side: our guide for small businesses on writing job adverts and interview questions shows how employers build their questions.

Video interviews

For online interviews, the National Careers Service recommends testing your microphone and software, logging in with at least half an hour to spare, finding a quiet spot with good light and putting the camera at eye level. It also suggests recording a practice run and watching it back. AI can turn that into a checklist for the platform the employer uses.

Job hunting can be stressful, especially after rejections. Small routines help, and our guide to building habits that help you manage stress has some gentle ideas.

Weigh up and negotiate a job offer

Congratulations, you’ve got an offer. Before you say yes, the National Careers Service suggests asking for confirmation in writing, confirming your start date and any notice period, asking about working patterns, and sharing your salary expectations if you haven’t already. When you start, GOV.UK says your employer must give you a written statement of the main terms (the “principal statement”) on your first day, covering things like pay, hours, holiday entitlement and any probation period.

AI is useful for comparing offers that aren’t like for like, such as a higher salary with a long commute against hybrid working.

Prompt: Compare two job offers

I have two job offers. Help me compare them fairly.
Offer A: [SALARY, HOURS, LOCATION, COMMUTE, HOLIDAY, PENSION, BENEFITS, WORKING PATTERN]
Offer B: [SAME DETAILS]
What matters most to me: [E.G. TAKE-HOME PAY, FLEXIBILITY, CAREER PROGRESSION]
Put both offers side by side in a table, then list the questions I should ask each employer before deciding. Don't make up any figures. If you need a number I haven't given, ask me for it.

If you want to ask for more, AI can help you prepare a polite, evidence-based case. The tips in our guide to negotiating a pay rise with AI work for new offers too. Once you’ve accepted, use AI to write a resignation letter for your current job, and understand your first payslip when it arrives.

Prompt: Prepare to negotiate a salary

I've been offered [JOB TITLE] at [SALARY] in [LOCATION]. I'd like to ask for [TARGET SALARY OR BENEFIT]. My strongest reasons are: [EXPERIENCE, SKILLS, OTHER OFFERS, RESEARCH YOU'VE DONE]
Write a short, polite email asking whether there's flexibility, and a few lines I could say if they call me instead. Keep the tone positive and appreciative. Don't include salary data I haven't given you.

Where AI gets job hunting wrong

AI can save you hours, but these are the mistakes to watch for.

• Made-up facts. AI can invent achievements, qualifications or numbers to make your CV sound impressive. If you can’t back it up in an interview, delete it. Untrue claims can lose you an offer, or even the job after you’ve started.
• Generic tone. If a sentence could describe anyone, rewrite it with a real example.
• ATS myths. Much “beat the bots” advice is exaggerated. A clear, honest, tailored CV works for software and people alike.
• Privacy. Your CV is full of personal data. Remove your contact details and anything sensitive before you paste it in, and check the privacy settings to see whether your chats can be used to train the tool. Don’t paste in confidential documents from your current employer, such as redundancy papers that mention colleagues. The ICO’s audit of AI recruitment tools found some collected far more personal information than they needed, so read the privacy notice of any job site or tool you sign up to.
• Salary figures. AI salary estimates can be out of date, from a different country or simply guessed. Compare real adverts for similar roles in your area, and check the official National Minimum Wage rates on GOV.UK if you’re applying for an entry-level job, because they usually change every April.
• Legal questions. AI can explain the basics, but your contract and your situation are what count. For redundancy, notice periods and employment rights, check GOV.UK and Acas, or get advice from Citizens Advice. Northern Ireland has its own employment law, so check nidirect there.

A simple weekly job-hunting routine

A steady routine beats a weekend of rushed applications. Here’s a simple weekly rhythm:

1. Monday: search for new vacancies and shortlist the best three to five.
2. Tuesday and Wednesday: tailor your CV and cover letter for each shortlisted role.
3. Thursday: follow up on earlier applications and send one or two networking messages.
4. Friday: practise interview answers for 30 minutes, then update your tracker.
5. Weekend: rest. Seriously.

Track where you’ve applied, when, and the next step. If you’re still in work, note achievements as they happen. Our guide to writing a performance self-review shows how to capture evidence you can reuse in applications.

Prompt: Build my job-hunting plan

I'm looking for [TYPE OF ROLE] in [LOCATION]. My situation: [E.G. RECENTLY REDUNDANT, GRADUATE, RETURNING AFTER A CAREER BREAK]. I can spend about [HOURS] hours a week on my job search.
Create a realistic 4-week plan with weekly goals and daily tasks. Include time for applications, networking, interview practice and rest. Keep it encouraging and achievable.

If you’d like free, human help as well, careers advisers are available across the UK: the National Careers Service in England, My World of Work in Scotland, Careers Wales and the Careers Service in Northern Ireland.

FAQ

Is it OK to use AI to write my CV?

Yes, as a drafting and editing tool, as long as everything is true and sounds like you. Check each application’s guidance, because some employers set rules about AI use.

Can employers tell if I’ve used AI?

Sometimes, because heavily AI-written applications often sound generic. The bigger risk is being asked about something on your CV you can’t explain, so edit drafts until they’re specific and in your own words.

Which AI tool is best for job hunting?

Any of the main free assistants, such as ChatGPT, Claude, Gemini or Microsoft Copilot, can help with CVs, cover letters and interview practice. Pick the one you find easiest to use. Perplexity is useful for researching employers because it shows its sources.

Is it safe to upload my CV to an AI chatbot?

Remove your phone number, email, address and any other sensitive details first, and check the tool’s privacy settings. Never share bank details, your National Insurance number or copies of ID with a chatbot. A real employer will need some of these for right-to-work and payroll checks, but only share them once you’ve confirmed who they are.

Can AI tell me what salary to ask for?

Don’t rely on its figures. Compare real adverts for similar roles in your area and ask recruiters what the range is.

Act as an interviewer for this role: [PASTE ADVERT]
Ask me 8 questions one at a time, a mix of competency questions and questions about my motivation. Wait for my answer before asking the next one. After each answer, give me short feedback: what worked, what was missing, and how I could use the STAR method (situation, task, action, result) better. At the end, summarise my three strongest examples.

Related guides

• How to use AI to write a CV that gets interviews
• How to use AI to prepare for a job interview
• How to use AI to write a cover letter (that doesn’t sound like AI)

Reference: National Careers Service: How to write a CV, National Careers Service: Explain a gap in your employment, National Careers Service: Interview tips, National Careers Service: Video interview tips, GOV.UK: Redundancy, your rights, GOV.UK: Written statement of employment particulars, Acas: Redundancy, Report Fraud: Recruitment scams, ICO: AI recruitment tools and job seekers’ data protection