Most people who don't get in fail the screening, not the CV. Five minutes here first: How to pass the micro1 AI interview with Zara.
What the work is
Role Title: Financial Aid Advisor
Role Type: Contractor
Time Commitment: 15-25 hours/week, short-term project
micro1 is looking for Financial Aid Advisors to help evaluate and improve AI systems on federal student loan topics. You’ll use your borrower counseling experience to check that questions sound like real borrowers and that answers are correct and useful. Accuracy comes first. No AI experience is needed; your domain knowledge is what matters.
Scope of Work
- Review sample student loan questions and flag any that don’t sound like what real borrowers ask.
- Write rubrics that define a correct, complete answer on federal loan repayment, including income-driven repayment (IDR) plans and forgiveness programs such as PSLF.
- Cover servicer issues, deferment and forbearance, and default management in your rubrics.
- Evaluate AI-generated answers against your rubrics, flagging errors, omissions, and outdated guidance.
- Share clear written feedback with the project team, working asynchronously.
Who gets hired
- Direct experience counseling borrowers on federal student loan repayment and forgiveness (nonprofit counselor, university financial aid office, or similar)
- 1+ years advising on IDR plans, PSLF, or other repayment and relief options
- Experience beyond award packaging, such as repayment, forgiveness, servicer issues, or default resolution
- Working knowledge of loan servicing, deferment, forbearance, and default
- US-based
- Able to start quickly and commit 15-25 hours/week
- Clear, precise writing
The platform posted this on 12 Oct 2026.