How to Tailor Your CV to a Job Description: A Finance Walkthrough

To tailor your CV to a job description for a finance role, split the advert into separate requirements. Match each one to a specific line of experience you can actually back up, then rewrite or reorder your CV so the strongest matches come first. You don't need to copy the advert's wording into your CV. What you need is a line of evidence for each requirement, in words the shortlister will recognise. Below, we do this with a real advert from NHS Jobs, one requirement at a time.

The advert we're using

The advert is a Management Accountant role at Gloucestershire Health and Care NHS Foundation Trust, posted on 24 January 2025. It was a Band 6 post paying £37,338 to £44,962 a year, and it has since closed. We picked it because it's a typical UK management accounting job and because, like most NHS adverts, it lists its requirements in a person specification split into "essential" and "desirable".

That split matters. NHS Jobs tells applicants that applicants who closely match the person specification are the ones who get shortlisted for interview. NHS roles usually go through an application form with a supporting information section rather than a CV upload. The mapping method is the same either way, and private-sector adverts that just list "what we're looking for" work like this too.

Step 1: Break the advert into separate requirements

Most adverts bundle several asks into one sentence. Before you touch your CV, split them up. This advert's job responsibilities and person specification give you roughly these requirements:

1. Monthly management accounts: "accurate and timely completion and distribution" of the accounts and supporting schedules for budget holders.
2. Variance analysis: helping budget holders interpret and investigate spend and income against budget, then acting on discrepancies and trends.
3. Budget holder liaison: working with executive and service directors on budgets, financial performance and targets.
4. Budget setting and savings: working with operational colleagues to "set budgets, monitor and manage performance and deliver savings".
5. Qualification (essential): "Progress towards a full professional accountancy qualification (CCAB or CIMA), full AAT membership".
6. Explaining finance to non-finance staff (essential): relaying financial information "in a comprehensive and understandable manner".
7. Systems and spreadsheets (essential): report writing, strong spreadsheet skills and experience of computerised financial systems.
8. Deadlines and accuracy (essential): working to deadlines and under pressure while staying accurate.
9. NHS or public sector experience (desirable).

That's nine requirements. A generic CV might cover four of them without trying. Tailoring is about finding evidence for the other five, or admitting honestly that you don't have it.

Step 2: Build a job-description evidence map

A job-description evidence map is a two-column table. Requirements go on the left, and on the right goes the specific thing you did that proves each one. Leave a cell blank if you can't fill it from your real experience. Here's how one might look for a hypothetical candidate: an assistant accountant at a mid-sized housing association with two years' experience, part-way through CIMA.

• Monthly management accounts: Evidence from real experience: Prepare month-end accounts and accruals for [number] cost centres by working day [X]; Strength: Strong
• Variance analysis: Evidence from real experience: Write monthly variance commentary for the maintenance budget; flagged a recurring overspend on contractor costs; Strength: Strong
• Budget holder liaison: Evidence from real experience: Monthly budget meetings with two regional managers; Strength: Medium
• Budget setting and savings: Evidence from real experience: Supported the annual budget build; no savings work; Strength: Gap
• Qualification: Evidence from real experience: CIMA, [number] of [total] exams passed; Strength: Strong
• Explaining finance to non-finance staff: Evidence from real experience: Ran a short session for housing officers on reading their budget reports; Strength: Medium
• Systems and spreadsheets: Evidence from real experience: Daily use of [named finance system]; built the team's accruals tracker; Strength: Strong
• Deadlines and accuracy: Evidence from real experience: Hit every month-end deadline during a system migration; Strength: Medium
• NHS or public sector (desirable): Evidence from real experience: Housing association is regulated, not public sector; Strength: Partial

The square brackets are on purpose. Fill them with figures from your own records, not estimates that sound good. If you can't confirm a number, describe what you did and leave the number out.

The "Strength" column tells you what to do next. "Strong" lines go near the top of your work history. "Medium" lines need a sharper example. "Gap" lines need an honest answer, which isn't always a CV line.

Step 3: Rewrite each CV line to match the requirement

Now go back to your CV and work through the map one row at a time. Here's what that looks like for four of the requirements.

Management accounts: say what, for whom and by when

Generic line: "Responsible for month-end reporting."

Tailored line: "Prepare monthly management accounts and supporting schedules for [number] cost centres, issued to budget holders by working day [X]."

The advert stresses "accurate and timely" accounts sent to budget holders. The tailored line covers all three: what you produce, who gets it and the deadline. It doesn't repeat the advert's sentence. It shows the same thing in your own words.

Variance analysis: show you acted, not just reported

The advert asks you to "identify and take action on" discrepancies. A line that stops at "produced variance reports" misses the second half. If you spotted a problem and someone changed something because of it, say so: "Identified a recurring overspend on contractor costs in variance reviews; worked with the regional manager to move repeat jobs onto the framework contract." If nothing changed, don't imply it did.

Explaining numbers to non-finance staff: name the audience

"Excellent communication skills" proves nothing. The advert asks specifically about non-finance staff, so name who they were and what you explained: "Ran a session for housing officers on reading their monthly budget reports and coding invoices correctly." This one requirement also points to the interview, where you'll likely be asked for a full example. Write the CV line so you can expand it into a STAR answer later.

Qualification: match the advert's terms exactly

The advert says "CCAB or CIMA". CCAB says a "CCAB Qualified" qualification doesn't actually exist: the term is shorthand for the qualifications of its member bodies, which include ICAEW, ACCA, CIPFA, ICAS and Chartered Accountants Ireland. So write the specific qualification and your progress through it, e.g. "CIMA: [number] of [total] exams passed, next sitting [month year]". "Studying accountancy" is too vague to tick the box.

Step 4: Handle the gaps honestly

Our hypothetical candidate has one gap (savings delivery) and one partial (NHS experience). Here's how to treat each kind.

• Gap in an essential requirement: look for related experience you really have. Supporting the budget build counts as budget setting. It doesn't count as delivering savings, so don't present it as savings. If there's nothing related, a CV line won't fix it. Address it in the supporting statement or cover letter, or think again about whether the role fits.
• Partial match on a desirable requirement: explain what overlaps. Working in a regulated housing association isn't NHS experience, but you can point to shared features such as budget holders who aren't from finance and public accountability for spend.
• No match on a desirable requirement: leave it out. "Desirable" means a missing item won't rule you out on its own.

The one move that's always wrong is writing a line that suggests experience you don't have. It might get you an interview. Then you'll be asked about it in detail, by people who do this work every day.

Step 5: Reorder, then cut

Tailoring is as much about order as wording. Reed's guide to tailoring a CV suggests putting your most relevant qualifications near the top, and it names the personal statement, work history, skills, and qualifications and training as the sections to adjust. For this advert, that means:

• Personal statement: one or two sentences naming management accounting, budget holder support and your CIMA progress.
• Work history: put the management accounts and variance lines first under your current role, and move unrelated tasks (payroll cover, say) down or cut them.
• Skills: the named finance system you use and spreadsheet modelling, written in the advert's terms.
• Qualifications: CIMA progress, placed high because it's essential.

Once you've reordered, read the first third of the first page as if you were the hiring manager holding the person specification. If you can't tick most of the essential criteria from that section alone, keep moving things up.

What tailoring isn't

It isn't pasting the advert's phrases into a skills list. "Inter-personal skills" copied from the person specification with nothing to back it up adds nothing. Reed makes a similar point: tailoring isn't just about copying and pasting from the advert, and it recommends a real example for each requirement.

It also isn't rewriting your career for every application. Your experience stays the same. What changes from one application to the next is which parts you lead with and how clearly each one answers the advert. That's the same standard we hold ourselves to on this site, as set out in how Coffee & Excel writes its finance career notes: no invented numbers, and nothing you can't back up.

The core idea is simple: for each requirement in the advert, show one specific line of evidence you can defend, and be honest about the gaps. As a next step, take the advert you're applying to, split it into requirements and fill in an evidence map before you edit a single CV line. Or paste the advert into the Coffee & Excel workspace and tailor a CV built only from experience you've confirmed.