You tailor a resume honestly by changing which of your real experiences you show and how you describe them, never by adding experiences you did not have. Most keyword gaps are vocabulary gaps, not experience gaps.
Why the temptation exists
A job posting lists twelve requirements. Your resume, written for a previous job, mentions six of them. It is very easy to type the other six into the skills line and move on. It is also the fastest way to end up in an interview defending a claim you cannot support, or to fail a reference check months later.
The useful observation is that the six missing items usually fall into three quite different groups, and only one of the three is a real gap.
Step 1: Sort the posting’s requirements into three buckets
Read the posting as a checklist and put each concrete requirement into one of these:
- Done, but not named. You did this work; your resume describes it using different words. (“Coordinated vendor deliverables” when the posting says “supplier management.”)
- Touched. Adjacent or partial experience: you supported it, used it on one project, learned it formally but have not used it at work.
- Absent. No honest claim available.
The first bucket is fixed by rephrasing. The second is fixed by describing the real, partial experience accurately. The third is a genuine gap, and the honest options are to leave it, to address it in a cover letter, or to decide the role is a stretch. FilterProof’s resume keyword optimizer does this sort against your evidence; the sorting itself is something you can do on paper.
Step 2: Go back to material you have not looked at in years
Most people write a resume from the previous resume. That compounds the same omissions each time. The material that closes “done, but not named” gaps is typically somewhere else: a resume from a different career phase, a project summary, a performance review, notes from a job you left in 2017.
Go through it with the posting’s vocabulary in mind. You are looking for evidence, not for sentences: “I ran the weekly supplier call for the enclosure programme” is evidence for supplier management even though it never uses the phrase. Using old resumes and career history goes deeper on this.
Step 3: Rephrase, in the posting’s terms, without changing the facts
Three honest rewrites, and one dishonest one, for the same underlying fact:
- Fact: for two years you were the person who ran a weekly call with three suppliers and chased their late deliveries.
- Honest: “Managed weekly delivery reviews with three enclosure suppliers; owned late-delivery escalation for two years.”
- Honest, posting’s vocabulary: “Supplier management for three enclosure vendors: weekly delivery reviews and escalation ownership, 2021–2023.”
- Dishonest: “Led global supplier management strategy, reducing late deliveries 40%.” — you were not leading strategy, and there is no 40% in your records.
The test for every rewrite: could you talk about it for ten minutes, and would your former manager recognise it? If either answer is no, it is not a rephrase.
Step 4: Handle “touched” experience precisely
Partial experience is worth showing, described as partial. “Built and maintained the team’s Terraform modules for one AWS account” is honest and useful. “Expert in Terraform across multi-cloud environments” is not. Precision reads as credibility to an experienced reviewer; vague expertise claims read as the opposite.
Step 5: Decide what to do with a real gap
A requirement in the “absent” bucket is information, not a failure. If it is one of twelve and clearly secondary, most candidates leave it and apply. If it is central to the role, a cover letter can address it directly (“I have not used Kafka in production; I have run comparable streaming workloads on Kinesis”). If several central requirements are absent, the honest read is that the posting is a stretch, and the time might be better spent on a closer one.
Where FilterProof fits
FilterProof does steps 1 through 3 against evidence you have added to a private Memory Board: it compares a pasted job description to that evidence, shows which requirements are matched, touched, or missing, and writes a tailored resume and cover letter only from the matched evidence. Generated wording is checked against your evidence so it cannot introduce claims you have not shown. It will not fill the “absent” bucket for you; that is the point.
Frequently asked questions
Is it lying to use the job posting’s exact words on my resume?
Not if the words describe something you did. Using the posting’s vocabulary for real experience is ordinary, sensible tailoring. It becomes dishonest when the word is attached to work you did not do, or when a partial experience is described as expertise.
Should I put a skill on my resume if I only learned it in a course?
Yes, described as what it is: a course, a certification, a personal project. Reviewers can use that information. What they cannot use, and will resent discovering, is course-level knowledge presented as years of professional use.
How does FilterProof stop the AI from making things up?
By writing only from evidence you have added, and by checking generated wording back against that evidence before it is shown to you. If a claim cannot be traced to something on your Memory Board, it does not survive. Gaps are shown as gaps.