The Translation Gap: Why No One Is Naming the Skills Creative Students Actually Have

The Translation Gap

Why no one is naming the skills creative students actually have

Note: the student in the opening is a composite drawn from coaching work with creative students across disciplines, to keep confidentiality. The pattern is real; the specifics are illustrative.

A senior music major came to see me last spring. She was panicking about her resume. “I don’t really have any work experience,” she said.

Over the next few minutes, she mentioned almost in passing that she had organized a chamber music concert the previous semester. She found the venue. Recruited the players. Ran the rehearsal schedule across three months. Managed a small budget. Promoted it across social and email. Sold roughly 80 tickets.

“But that’s not really relevant,” she said.

To her, it was something she did for class. To any employer outside her discipline, she had just described producer-level work. Project management. Budget ownership. Stakeholder coordination. Marketing execution. The kind of work people get hired to do.

She didn’t see it. And no one in her four years of college had been positioned to help her see it.

This isn’t one student. It’s a pattern.

Creative students do real, market-valuable work constantly — in their coursework, their thesis projects, their extracurriculars. They lead. They coordinate. They manage budgets, deadlines, and people. And then they sit down to write a resume and describe none of it, because they don’t recognize it as work that counts.

A film student runs a fifteen-person set for their thesis: production management, team leadership, real-time logistics under pressure. On the resume it shows up as “directed senior thesis film.”

A design student takes a freelance client from brief through delivery: account management, scope negotiation, client communication, deadline ownership. On the resume it shows up as “freelance graphic design.”

The work isn’t hidden. The recognition of the work is. And the cost shows up in the data.

James Madison University’s Class of 2023 outcomes report shows the gap clearly: 95.2% of bachelor’s graduates institution-wide achieved a career outcome within six months of graduation. For Visual and Performing Arts graduates at the same institution, that number was 71.3%. The share still seeking employment was four times higher than the institutional average.

That gap isn’t about talent or effort. It’s about translation. Creative graduates walk into the job market carrying real capabilities that don’t make it onto the page in language employers can recognize.

So who’s supposed to name this work?

This is the question worth sitting with. If a music major spends four years doing project-management-level work and graduates without recognizing it as such, somewhere in her educational ecosystem, a translation should have happened. Who was that supposed to be?

Faculty aren’t positioned for it. A music professor’s job is to evaluate whether the chamber concert was musically excellent. That’s the discipline. They may say “great job pulling that together,” but they’re not trained to say “you just did six months of producer work — write that down.” It’s not their lane, and asking it of them misunderstands what we hire faculty to do.

Peers can’t see it. Other music majors did the same kind of work and also don’t recognize it as work. There’s no peer mirror, because everyone is inside the same translation gap together.

Parents sometimes see it, sometimes don’t. Entirely depends on whether they happen to come from a field where they recognize the operational shape of what their student did. A parent who has run a small business sees the chamber concert and thinks “that’s a startup.” A parent without that frame just sees a recital.

Employers definitely don’t name it during a hiring process. They’re filtering, not coaching. If the resume doesn’t surface the transferable skills, they assume the skills aren’t there and move on. The translation has to happen before the resume hits their desk.

Which leaves career services. Structurally, they’re the only group in the ecosystem whose explicit job is to do this work — and they’re often under-resourced to do it well for this particular population. As I’ve written elsewhere, most career services models are built around standardized recruiting timelines and corporate readiness checklists. The translation work that creative students need is different, slower, more interpretive. It requires sitting with a student and pulling the operational reality out of a story about a chamber concert.

The honest answer to “who’s supposed to name this?” is: almost no one, by default. Career services is the natural home for this work, but the work itself is harder than it looks.

Why this work is harder than it looks

Translating creative project work into market-recognizable skills isn’t a generic career services skill. It requires a specific combination of three things:

First, deep familiarity with creative industries — enough to know what hiring managers in those industries actually look for, and enough to recognize when a student’s project work maps onto roles outside their discipline. The music major’s chamber concert reads as producer work to someone who knows what producers do. To someone who doesn’t, it reads as a recital.

Second, recruiter-pattern recognition. The ability to look at a body of project work and immediately see which transferable skills sit underneath it. This is the skill recruiters develop over years of matching candidates to roles, and it doesn’t come from any career services training program.

Third, coaching skill. The ability to draw the work out of a student who doesn’t see it themselves. Because here’s the harder part: telling a student “you were the producer” doesn’t work. They have to arrive at it themselves, with guidance, or they’ll never feel confident claiming it in an interview. That’s coaching, not advising.

Most career services teams have one of these three capabilities. The best teams have two. Very few have all three in-house, and that’s not a failure — it’s a staffing math problem. The capability is too specialized to justify a full-time hire at most institutions, and too important to leave to chance.

What this means for institutions

The institutions that close this gap — through whatever combination of internal capacity and outside partnership makes sense for them — will graduate students who land jobs faster, in better roles, with more confidence in claiming what they already know how to do.

The institutions that don’t will keep graduating students who feel behind, for reasons that aren’t actually about them. The work was always there. The language for it wasn’t.

Creative students aren’t underqualified. They’re under-translated. The students who get this translation — from a mentor, an advisor, a coach, a lucky internship supervisor — walk into the job market with the same body of work as their peers and an entirely different ability to talk about it. That difference is what gets them hired.

The question for any institution serious about creative student outcomes isn’t whether to do this work. It’s who is going to do it.

Samantha Glatzer ACC is an ICF Certified Coach and a former recruiter who helps students identify their craft and translate their experiences into career paths