Every CV guide says the same thing: quantify your achievements. Don’t say you improved sales — say you grew them 32% in a year. Great advice, if you happen to be in sales.

But what if you’re a teacher, a support engineer, a project coordinator, a nurse, an office manager? What if your employer never shared the figures, or you left three years ago and can’t check? Most people read “quantify everything” and quietly give up, leaving their CV full of the vague duty-statements that recruiters skim straight past.

Here’s the thing: you have more numbers than you think. You just weren’t taught where to look.

Why numbers work (it’s not the numbers)

First, understand what quantification actually does. “Improved customer satisfaction” is a claim. “Complaints fell by half over six months” is evidence. The number isn’t magic — it’s the specificity that persuades. A specific claim sounds like something that happened; a vague one sounds like something you’d like to have happened.

That reframing matters, because it means your goal isn’t decoration with statistics. It’s converting claims into evidence — and there are several kinds of evidence beyond percentages.

Seven places to find numbers you forgot you had

1. Scale. How many people, customers, sites, tickets, students, patients, transactions? “Supported the sales team” is weak. “First-line support for a 40-person sales team across three offices” is concrete, and you didn’t need any performance data — just a headcount.

2. Frequency. How often did you do the thing? “Handled incoming queries” versus “handled 50–70 customer queries a day.” Estimates are fine (more on that below) — daily volume is a number you can reconstruct from memory.

3. Time. How long did things take before and after you got involved? Deadlines hit, turnaround reduced, a project delivered in nine months, a backlog cleared in six weeks. Time is the most universally available metric there is.

4. Money adjacent to you. You may not know the department’s P&L, but you probably know the budget you managed, the value of the contract you supported, the cost of the system you administered, the size of the event you ran. You don’t need to have earned the money — being trusted near it is the signal.

5. Ratios and comparisons. “Managed the region’s largest account.” “One of two people trained on the system.” “Took on the workload of a departed colleague alongside my own.” No absolute figures required — the comparison does the work.

6. Firsts and onlys. The first person in the team to do X, the only person qualified to do Y, the person chosen to pilot Z. Selection is evidence. Someone with options picked you.

7. Streaks and records. Zero safety incidents across your tenure. Never missed a payroll run. Perfect audit results three years running. Consistency is a quantifiable achievement — arguably the most underrated one.

Estimating honestly

You don’t need audited figures. You need honest, defensible estimates, clearly framed as such. “Roughly 200 orders a week.” “Cut preparation time from about two days to a few hours.” Nobody will demand a spreadsheet — but they might ask about it at interview, so the test for every number is simple: could you comfortably explain how you got it? If yes, use it. If you’d squirm, soften it or drop it.

What you must never do is invent precision. “Increased efficiency by 43%” when you actually mean “things got noticeably faster” will unravel under one follow-up question, and it takes your credibility with it.

The rewrite drill

Take the three most important bullet points on your CV and interrogate each one with four questions:

  1. How many? (people, items, customers, systems)
  2. How often? (per day, week, month)
  3. How long / how fast? (duration, deadlines, before vs after)
  4. Compared with what? (previous state, team average, expectation)

Almost every duty-statement yields to at least one of the four. “Responsible for onboarding new starters” becomes “Onboarded around 30 new starters a year, cutting time-to-productive from four weeks to two by rewriting the induction plan.” Same job. Different CV.

Capture it once, use it forever

Here’s the deeper lesson: the reason this exercise feels hard is that you’re doing archaeology on your own career, years after the fact. The details existed — you just didn’t record them.

So start now. Keep a running record of what you actually do and achieve: the volumes, the saves, the firsts, the messes cleaned up. Ten minutes a month. Future-you, staring at a job application on a Sunday night, will be very grateful — because a job search built on a rich, honest evidence base is a completely different experience from one built on memory and vibes.

CandidRecord is built around exactly this idea: capture your career evidence once, keep it attested and organised, and let every future application draw on it. [Start building your record.]