The Listing Says Fellowship. It Means Contractor.

Your school's career board is now carrying a large volume of postings that are not internships, are not jobs, and will not do for you what you think they will.

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Welcome to today's SCALIS EarlyCareers newsletter! 🚀

You open your school's career board this week looking for Summer 2027 postings. Between two internship listings there is something labeled a Fellowship. Fully remote. Asynchronous. Work on your own schedule. No prior AI experience required. And it appears to pay more per hour than the internship sitting directly above it.

You are about to click apply on something that is not an internship.

Here is what happened. The AI labs need enormous volumes of human-written and human-graded material, and that demand turned into a hiring channel that runs straight through campus. Handshake, the platform most US career centers use, now runs a program that pays students, graduates, and professionals to write training content and evaluate model outputs. Those listings syndicate into the same career center feeds your school uses to push internships. On one state university's career site this week, the listings from that single program run twenty-two pages deep, with new ones posted on August 1, August 3, and August 5.

This is not a scam. It is real, legal, paid work, and for some of you it is a smart thing to take. But it is contract work, and it buys you none of the three things an internship buys: a named supervisor who becomes a reference, a path to a return offer, and a role title a recruiter instantly understands. In a month when Summer 2027 requisitions are opening, confusing the two is an expensive mistake.

So today: how to spot these in three seconds, what the postings are quietly admitting, the one clause that can get you in genuine trouble, and how to write it on a resume if you take it.

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Read the employer line before you read the title

A listing reads "Handshake AI Fellow, Proxion." Your instinct says Proxion is the employer. It is not. The program is the entity you contract with, and the second name is the project or client lab. You will not be able to explain that name in an interview, and neither will the recruiter reading it.

Run this four-part test on any listing you are unsure about. Does it name a term, like ten or twelve weeks? A location? A team? A supervisor or manager? A real internship answers all four. These answer none of them. What they answer instead is schedule (yours), location (anywhere), and duration (until the posting expires, sometimes a full year out). That combination is a contractor engagement wearing a campus-friendly word.

The postings tell you what they are not. Believe them.

Several of these listings open by ruling themselves out. The document and CAD postings state plainly that the work is "not a traditional consulting, legal, finance, software engineering, or data science role."

That line is not modesty. It is scope, and it is the most useful sentence in the whole posting. You are not doing the work of the field. You are judging whether a model did it correctly. That is a real and increasingly valuable skill. It is also a different line on a resume than having done the work yourself, and any recruiter who has interviewed for that field will know the difference in one question.

Check the experience bar, because most of these are not aimed at you

The same feed in the same week carried a generalist fellowship that required no AI experience whatsoever, and a CAD specialist role requiring two-plus years of hands-on SolidWorks experience plus professional Mandarin. The feed does not sort by audience. It dumps everything into one channel and lets you figure it out.

So filter hard before you spend a single application. Listings tagged generalist are the student-eligible ones. Listings that name a profession alongside a year count are aimed at working professionals who happen to share the board with you. And read closely enough to catch the ones that are not employment at all: that same board was recruiting paid in-person research study participants in New York for a hand and wrist tracking study. Perfectly legitimate, genuinely paid, and absolutely not a job.

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One listing type can create a real problem for you

Pay close attention to the document contribution postings. The pitch is that you can earn up to thirty thousand dollars by supplying real professional documents that you own or are authorized to share.

Read that second clause twice, because it is carrying the entire listing. The memos and models you built at your summer internship belong to that employer. Anything covered by an NDA is off limits and you signed something saying so. Graded coursework may fall under your school's academic integrity policy, and group projects are not yours alone to sell.

Your default rule: if you made it for an employer or for a class, assume you cannot sell it. The money on these listings is real. So is the exposure if you get this wrong, and a violation here follows you in a way a bad interview never will.

Know what you are signing before the money lands

These are contractor engagements, not employment, and the practical consequences are worth understanding before your first payout. Taxes are generally not withheld, so set aside a share of every payment rather than discovering the number in April. Hours arrive in waves rather than on a schedule, so this is not income you can build a semester budget around. And there is no manager who will take a reference call for you eighteen months from now, which is quietly the most valuable thing a real internship hands you.

If you are an international student, do not accept anything in this category before your international student office signs off in writing. Work authorization rules govern this kind of engagement, and the eligibility gates on these programs are narrower than most students assume.

If you take it, write it like work

Most students bury this on a resume as "AI Trainer," which reads like gig noise and gets skimmed past. Write it the way you would write any contract role, with scope, domain, and judgment made visible:

Contract AI Evaluation Specialist, [Program or Platform Name] August 2026 to present, remote, part time Evaluated model-generated [your domain: financial statement analysis, contract review, organic chemistry] output against accuracy and reasoning criteria, and authored reference responses used as training data. Completed roughly [number] tasks across [number] weeks.

Two rules govern that block. Name your actual domain, because "evaluated AI outputs" tells a recruiter nothing while "evaluated model-generated financial statement analysis" tells them you can read a financial statement. And never imply you were employed by a lab you were not employed by. That claim is easy to check and it ends candidacies.

Take the money if the money helps. Just do not let it quietly occupy the slot where your Summer 2027 applications were supposed to go, because those requisitions are opening right now.