You will be able to adapt a master CV to a job ad quickly by changing the profile and the order of bullets.
Everyone has heard that you should tailor your CV to each job. Most people try it once, spend two hours rewriting bullets for one application, and never do it again. The advice is right, but the method is wrong. Tailoring should take about fifteen minutes, and it only takes that long if you set things up properly first.
The trick is to stop editing one CV over and over. You keep one long document with everything in it, and for each application you make a short version by choosing what goes in and in what order, which is the method this lesson walks through.
A master CV is a private document that holds every bullet you might ever want to use, for every role you have had. It is not meant to be sent to anyone. It can be four or five pages long, and that is fine.
Under each job, write all your result bullets, even the ones that would only suit one kind of role. Wei Ling's master CV has eleven bullets under her current operations job. Some are about analysis and dashboards, some about vendor negotiation, some about training staff and some about running the warehouse during a system change. She never sends all eleven, because each application only needs the four or five that fit.
Keep three or four versions of your profile line in the master too, one for each direction on your shortlist from lesson 1.4, Shortlist your directions. When a new result happens at work, add it to the master the same week while you remember the details. Module 9 builds that into a regular habit.
Once the master CV exists, tailoring becomes a short routine. Have the job ad open beside your master.
First, read the ad and mark the three or four things the employer most wants, using what you learned in lesson 2.2, Read job ads like a recruiter. Look at the first requirements, the duties and any words that repeat.
Second, rewrite the profile line at the top so it speaks to those things. Start from the closest version in your master and adjust a few words. This is the part a recruiter reads first, so it is worth the most care.
Third, for each job on your CV, pick the bullets that match what the employer wants and move the most relevant to the top. Delete the ones that do not fit this application. You are not writing anything new here, only choosing and ordering.
Fourth, check that your skills section lists the tools and skills from the ad that you really have, in the ad's own words.
That is the whole routine. Wei Ling timed herself on her first try and took twenty-five minutes. By the fourth application she was under fifteen.
Lesson 3.1, How your CV is read: software first, then a person, explained that recruiters search their applicant tracking system by keyword. If the ad says "stakeholder management" and your CV says "worked with other departments", a search for the ad's phrase may not find you, even though you have done exactly that.
So where the ad's terms truthfully describe your work, use them. If the ad says "data visualisation" and you built dashboards, say "built data visualisation dashboards". If it says "procurement" and you negotiated with vendors, it is fair to call that procurement work, provided that is what it was.
The word "truthfully" carries the weight here. Never copy in a skill or tool you do not have, just because the ad mentions it. It might get you past a search, but it falls apart in the first interview, and some employers test skills directly. The aim is to translate your real experience into the employer's vocabulary, never to borrow experience you do not have.
Each time you send a tailored CV, save it with the company name and date in the file name, such as "WeiLing_CV_LogisticsCo_2026-03", and keep them all in one folder.
This sounds like admin, and it is, but it saves you later. When a recruiter calls three weeks after you applied, you can open exactly what they have in front of them. In an interview, you will know which bullets they read and which projects they may ask about. And when you compare which applications got replies in module 5, you can see whether one version of your CV did better than another. The application tracker you build in lesson 5.4 has a column for the CV version for this reason.
Occasionally a role deserves more. A dream employer, a referral from someone who has stuck their neck out for you, or a role in a new field where your bullets need fresh wording deserve the extra time. For the rest, the routine is good enough, and sending eight well-tailored CVs beats sending two perfect ones.
If you find you are writing new bullets for most applications, that is a sign your master CV is missing material. Add the new bullets to the master so the next application is faster.
For the activity, pick one real ad you would apply for, set a timer and run the routine, then note the changes you made. You will learn more from doing it once against the clock than from reading about it.
Tailor your CV to one real job ad in under fifteen minutes and list the changes you made.
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