How to write a CV when you are changing career

A career-change CV is read by someone asking one silent question: can this person do the job they have never done? Every choice on the page either answers that question or wastes the one minute you get.

What the recruiter is actually worried about

Not your commitment, and usually not your ability. They are worried about three concrete things:

1. Translation — will they have to teach you the vocabulary and the tools?
2. Level — will they take a pay cut, or leave in six months?
3. Evidence — has anything they have done produced a result like the one this role needs?

Write to those three worries and the CV stops looking like a wish and starts looking like a plan.

Lead with a position, not an apology

The top four lines do the heaviest lifting in a career-change CV, because the reader arrives expecting a mismatch. Name the move directly and give the proof in the same breath.

Weak: Experienced professional with a background in education, seeking a new opportunity to grow.

Strong: Secondary maths teacher with six years' classroom experience, moving into data analysis. Built the department's assessment tracker used by five teachers, and completed a certificate in SQL and Python. Looking for an analyst role where explaining findings clearly matters as much as producing them.

The second one tells the reader what to think before they form their own opinion.

Turn the timeline into a relevance order

Chronological works when your past predicts your future. When it does not, keep the chronology — recruiters and parsers both need it — but change what leads it.

A structure that holds up:

1. Contact details
2. Personal statement naming the move
3. Relevant skills and evidence — pulled out and spelled in the new field's language
4. Work experience — reverse chronological, but weighted: recent and relevant roles get more space than old ones
5. Education, training, certificates — include anything you have done toward the new field
6. A short line on any gap, if there is one

Do not switch to a pure skills-only format. It hides your history, unsettles recruiters, and reads to tracking systems as a CV with no employment section.

Translate bullets rather than rewriting history

The temptation is to rename old jobs with new titles. Do not — it is misrepresentation and it falls apart in a reference check. Instead, describe the same work in the vocabulary of the destination.

Teacher to learning and development Before: Planned and delivered lessons to Key Stage 3 and 4 classes. After: Designed a 12-week curriculum for 180 learners, built the assessment framework, and trained four colleagues to deliver it — the same instructional design cycle used in corporate L&D.

Hospitality to operations Before: Managed shifts at a busy restaurant. After: Ran a 14-person rota across seven-day trading, controlled stock to within 2% variance, and cut average table turn time by nine minutes during peak service.

Military to project management Before: Responsible for equipment readiness and personnel administration. After: Coordinated logistics for a 30-person unit across three sites, maintaining 100% equipment availability through a six-month inspection cycle and owning all associated compliance records.

In every case the facts are unchanged. Only the frame moves — and the frame is what a recruiter in the new field can actually recognise.

Give the destination field something to point at

A claim of interest is cheap. A certificate, a personal project, a volunteer role, a portfolio, a freelance job — any of these turns "I am interested in" into "I have already started".

• Tech: two small projects, with the code visible and one paragraph on what each taught you
• Design: three pieces, each with the brief and the reasoning, not just the finished image
• Data: a public analysis of a dataset you chose, and the question you were answering
• HR, marketing, ops: a volunteer project with a number attached — the audience you grew, the process you fixed, the event you ran

One real piece beats any number of courses listed with no output.

Say the things that make you easy to hire

Career changers are often cheaper and lower-risk than they look, and it is your job to make that visible:

• You are not asking for a favour on salary. State the range you will accept if the advert asks; silence there invites a guess.
• Your notice period is short. If it is, say so.
• Your motivation is structural, not romantic. "I want a role where the analysis decides the answer rather than the loudest voice" is more believable than "I have always been passionate about data".
• Your older experience is an advantage you can name. Industry knowledge, customer insight, or a specialist's vocabulary that a career-long insider does not have.

The cover letter carries what the CV cannot

A career-change CV should be spare. The story of why you are moving belongs in the letter, and it only needs three paragraphs: what you have done that maps across, what you have done toward the new field, and why this employer specifically. Keep it under 250 words.

A last check

Read your finished CV as the hiring manager for the job you want, not as the person who lived your career. Every line should either answer one of their three worries or be cut. If the CV could be sent unchanged by someone staying in your current field, you have edited it but not aimed it.

If you already know what you want to say, an automated pass will tighten the language and align the vocabulary with the role you are applying for, using only the facts in the CV you give it.