What Skills Do I Need? · 4 min read

You Don't Know What You're Missing (And That's the Problem)

You read the job description. You match most of it. You spend an hour tailoring your resume. You hit submit. And then... nothing. Not even a rejection email. Just silence.

After this happened to me enough times, I stopped wondering if I was doing something wrong and started asking what was actually happening to my resume after I clicked that button. Turns out, the answer was worse than I thought. And the problem wasn't what I expected.

One job posting. Seven skill domains.

Technology Engineering Enterprise Business Soft Skills Compliance What the JD screens for What your resume covers

91% of roles screen across 4+ domains. Most resumes only cover 2-3.

Here's what nobody tells you: 75% of resumes get filtered out before a human ever sees them. The average corporate job posting gets 250 applications. Companies can't read all of them, so they use screening software to do it for them. And that software doesn't work the way you think it does.

You see a job posting that asks for 'project management experience.' You've managed projects. You write that on your resume. The screening software searches for 'Agile,' 'Scrum,' 'Jira,' 'sprint planning,' and 'backlog grooming.' Five separate keywords. You have zero of them. Your resume gets a low match score. It never makes it to the hiring manager.

The software doesn't infer. It doesn't understand that your project management experience probably involved some of those things. It does literal keyword matching. Ctrl+F. That's it. If the exact word isn't on your resume, it doesn't exist.

This is why 44% of job seekers report being ghosted. It's not that you're unqualified. It's that you're speaking English and the screening software only understands a very specific dialect of corporate keywords. And you don't know which keywords you're missing because you can't see what the software is looking for.

287K

skills mapped

892K

relationships

26

industries

Source: FitToHire Skills Graph, 2026

I got frustrated enough that I started treating this like an engineering problem. I built a tool to map how skills actually relate to each other. Not how I thought they related. How they actually appear together in real job postings and real resumes.

The data was uncomfortable. We mapped 287,000 distinct skills with 891,000 relationships between them. The average job posting contains 53 skills. Not 5 or 10. Fifty-three. And they're not evenly distributed. Skills travel in clusters. If a job mentions one skill, there are usually 15-20 related skills that screening software is also looking for. Skills you might not even realize are part of that domain.

When I ran my own resume through this, I found gaps I didn't know existed. Not because I lacked the experience. Because I didn't know the vocabulary. I had done the work. I just hadn't called it by the right names.

This isn't a you problem. It's a visibility problem. You can't fix gaps you can't see. And the screening software isn't going to tell you what it's looking for. It just quietly filters you out.

The good news is that this problem is diagnosable. It's mechanical. If you know what keywords the software is searching for, you can see exactly where the gaps are. Not what skills you need to learn. What words you need to use for skills you probably already have.

I got tired of guessing, so I built something that shows you what screening software actually sees when it reads your resume. It maps the skill clusters for the roles you're targeting and shows you which keywords you're missing. Not because I wanted to build a product. Because I needed to solve this problem for myself, and it turned out I wasn't the only one who needed it.

Show me what I'm missing

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Frequently Asked Questions

Should I just copy keywords from the job description onto my resume?

Only if you actually have that skill or experience. Screening software will pass you through, but a human will eventually read your resume. If you claim skills you don't have, you'll get caught in the interview or worse, on the job. The goal is to find the right words for experience you already have, not to lie.

Do different industries use completely different skill vocabularies?

Yes, dramatically so. A 'Product Manager' in tech needs completely different skills than a 'Product Manager' in retail or manufacturing. Even within tech, a B2B Product Manager and a B2C Product Manager have different skill clusters. The job title alone doesn't tell you what keywords matter.

How often do companies update what their screening software looks for?

Every time they post a new job. The screening software searches for keywords from that specific job description. If the company posts the same role six months later with slightly different wording, the keyword requirements change. This is why tailoring your resume for each application actually matters.

Can I use general-purpose AI tools to figure out what skills I'm missing?

AI chat tools can help you rewrite your resume, but they don't have access to the actual skill relationship data. They'll guess based on patterns in their training data, but they can't tell you that a specific role typically requires 53 skills or show you the 20 related skills that cluster around the ones you already have.