Your students are graduating into a job market where AI engineering roles require RAG, agent orchestration, and LLM evaluation skills — not LeetCode. Velocode is the first interview prep platform built for this gap. Now accepting founding partner applications for Fall 2026.
100+ real interview questions from Anthropic, OpenAI, and 50+ AI companiesProduction scoring across 5 engineering domainsFree for students at partner schools
AI engineering hiring has shifted. Your career services tools haven't.
Career services teams are working with platforms designed for 2019 software engineering interviews. Meanwhile, your top students are interviewing for roles that didn't exist two years ago.
Medium· Fonzi AI
I Reviewed 50 Failed AI Hires From 2025
A Series B startup spent six months recruiting a Senior AI/ML Engineer from a FAANG company. Three weeks in, the CTO asked them to implement a basic data pipeline. The engineer couldn't do it. Not "did it poorly" — literally couldn't write the code.
How to Hire AI Engineers in 2026: Complete Staffing Guide
The average fill time for AI roles dropped to 25 days because smart companies have figured out that a drawn-out process is the same as a rejection. If your interview timeline stretches past three weeks, you are almost certainly losing people to someone who moved faster.
We removed our coding and algorithms interviews and replaced them with an AI-native onsite. The role is shifting from building the machine to designing and honing it.
These aren't just industry articles — they're the conditions your engineering students are graduating into. Velocode is the response: the platform built specifically to prepare students for the AI engineering interview as it actually exists, not the LeetCode interview it used to be.
What you get
What Velocode provides to partner schools
A complete AI engineering interview prep stack for your students, and an analytics dashboard for your career services team. Browse practice problems →
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Engineering, all 5 domains
AI Engineer, ML Engineer, Data Engineer, AI Security Engineer, and Software Engineer (AI-Era). The full catalog, free for your students.
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Real interview questions
Every problem reported from a real interview at a verified AI company. No hypotheticals.
⚙️
Production scoring + golden answers
Students get scored on correctness, architecture, efficiency, and security — with the golden answer revealed after every submission.
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Career services dashboard
Real-time analytics on student usage, score progression, and struggle areas. Outcome data you can share with your team and your dean.
For your team
ROI for your career services team
Career services budgets get cut when they can't prove impact. Velocode gives your team the metrics that protect your funding.
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Placement rate evidence
Schools with strong technical interview prep see measurable placement-rate lifts — Northeastern, Bentley, and Worcester Polytechnic all attribute their 95%+ placement rates partially to integrated career services tooling. Velocode's dashboard gives you the per-domain data to show your dean what's working.
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Retention you can quantify
The “cost of inaction” model used at the University of South Florida shows that retaining just 10 at-risk students protects $250K in tuition revenue. Velocode's struggle-area analytics let you intervene with engineering students before they fall behind — not after.
✅
AI Readiness compliance
EducationDynamics' 2026 reporting framework now requires “AI Readiness” metrics in institutional reports. Velocode generates the data your accreditation team needs — which students are AI-trained, which domains, and how their skills compare to industry benchmarks.
Your dean wants outcomes, not activities. Your dashboard gives you both — broken down by domain, by cohort, and by individual student where it matters.
velocode.ai/for-colleges/sample-school
velocode× partnershipSample School
Active pilot
Welcome, Director
Spring 2026 Pilot · Active through May 31, 2026
Your dashboard is live.
Sample students are using SAMPLE100 to claim 3 months of Pro access.
Send invitation to students →
Students active
42
Total students who claimed the school code.
Problems attempted
317
Practice problems completed across active students.
Avg score
73 / 100
Across all submissions. Updates as students submit.
Top struggle area
Token efficiency
Lowest-scoring axis. Useful for advising input.
Invite your students
×
Subject: Free 3-month access to Velocode
Hi engineers, the Career Services Office has partnered with Velocode to give Sample School students free access…
We work with 2-3 founding partner schools per semester to ensure white-glove support. Onboarding is fast and the lift on your team is minimal.
1
Apply
Reach out to discuss your school's needs. We work with 2-3 founding partner schools per semester to ensure white-glove support.
2
Onboard in under a week
We set up a custom dashboard for your team and an SSO flow for your students. Your career services team gets a dedicated contact.
3
Watch your dashboard fill up
Send the invitation email to your students. Track usage, scores, and struggle areas in real time. We run one workshop per semester for your students.
FAQ
Common questions from career services teams
If anything else comes up, the inquiry form below goes to a real human on our team.
What does this cost?
Pricing is customized per school based on enrollment size and program scope. Reach out and we'll send a tailored proposal.
Do students pay anything?
No. Students at partner schools get full Velocode Pro access at no cost to them. The school covers it as part of career services.
Do you contact our students directly?
Never. We don't sell student data or run any direct-to-student marketing. Your career services team owns the relationship with students.
Is there a long-term contract?
Founding partner pilots run for one semester. After the pilot, you can renew, extend the pilot, or opt out. No auto-renewal.
What kind of dashboard does our team get?
Real-time analytics on student usage, problems attempted, score progression, and the topics where your students are struggling most. Useful for advising and curriculum decisions, not just reporting.
Apply
Apply to be a founding partner
We work with 2-3 founding partner schools per semester. Tell us a bit about your program and we'll send a tailored proposal.