Adapt your master CV to a job ad quickly by changing the profile and the order of the bullets.
Open the last CV you sent and the ad for a job you want to apply for next. Check how much of that CV you would need to change to fit the ad. If the answer is most of it, the way you tailor needs to change before you apply again.
Tailoring your CV to each job is widely known advice, and the advice is correct. Most people try it once, spend something like two hours rewriting bullets for one application, and never do it again. The trouble is the method they use. With the right setup, tailoring takes about fifteen minutes. The key change is to stop editing one CV over and over. Keep one long document with everything in it, and for each application make a short version by choosing what goes in and in what order.
A master CV is a private document holding every bullet you might ever use, for every role you have had. You never send it to anyone, so it can run to four or five pages, and that is acceptable. Under each job, write all your result bullets, including ones that would only suit one kind of role. Each application only needs the bullets that fit it.
Wei Ling works in an operations job (she and her figures are an invented example). Her master CV has eleven bullets under her current role, covering analysis and dashboards, vendor negotiation, training staff, and running the warehouse during a system change. She never sends all eleven. Each application uses the four or five that fit.
Near the top of the master, keep three or four versions of your profile line, one for each direction on your shortlist from lesson 1.4, Shortlist your directions. The profile line is the line a recruiter reads first, so it deserves the most care.
Keep the master current. When a new result happens at work, add it the same week, while the details are fresh. Module 9 builds this into a regular habit.
Open the job ad beside your master CV. During the routine you write nothing new. You only choose and order bullets that already exist.
Start by reading the ad and marking the three or four things the employer most wants. Look at the first requirements, the duties, and any words that repeat, using the method from lesson 2.2, Read job ads like a recruiter.
Next, rewrite the profile line to address those things. Start from the closest version in your master and change a few words.
Then go through each job on the CV. Pick the bullets that match what the employer wants, move the most relevant to the top, and delete the ones that do not fit this application.
Last, check the skills section. It should list the tools and skills from the ad that you really have, written in the ad's own words.
Wei Ling timed herself on her first run and took twenty-five minutes. By her fourth application she was under fifteen minutes.
Recruiters search their applicant tracking system by keyword, as lesson 3.1, How your CV is read: software first, then a person, explained. If your CV describes an experience in different words from the ad, a search for the ad's phrase may miss you even though you have that experience. An ad that asks for "stakeholder management" may not surface a CV that says "worked with other departments".
Where the ad's terms truthfully describe your work, use those terms. If the ad says "data visualisation" and you built dashboards, write "built data visualisation dashboards". If the ad says "procurement" and you negotiated with vendors, it is fair to call that procurement work, as long as that is really what it was.
Truthfully is the critical word in this rule. Never add a skill or tool you do not have because the ad mentions it. It might get you through a keyword search, but it will fall apart in the first interview, and some employers test skills directly. The aim is to translate your real experience into the employer's vocabulary, and never to borrow experience you do not have.
After you send a CV, save that exact version with the company name and date in the file name, and keep every version in one folder. Wei Ling's would be "WeiLing_CV_LogisticsCo_2026-03" (the company and date are made up). It is admin work, and it pays off later in three ways:
When a recruiter calls, say three weeks after you applied, you can open exactly the version they have. In an interview, you know which bullets they read and which projects they might ask about. When you compare which applications got replies in module 5, you can see whether one CV version did better than another.
The application tracker you build in lesson 5.4 has a column for the CV version for this reason.
Some roles are worth more than fifteen minutes: 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. For every other role, the routine is good enough. Sending eight well-tailored CVs beats sending two perfect ones.
If you find yourself writing new bullets for most applications, your master CV is missing material. Add those new bullets to the master so the next application is faster.
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.
Pick one real job ad, tailor your CV to it in under fifteen minutes, and list the changes you made.
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