A Student Put Nectir on His Resume. He Got Hired as an AI Prompt Engineer.

Students who use AI tools inside structured classroom environments are developing workforce-ready skills that translate directly into jobs. At the University of Nevada, Las Vegas, a student who used Nectir AI in his coursework listed it on his resume and was hired as an AI prompt engineer — not because he took a course on prompt engineering, but because the act of using a classroom AI tool built the exact proficiency employers are now paying for.

With 39% of core job skills projected to change by 2030 (World Economic Forum) and AI literacy ranking among the fastest-growing capabilities employers demand, schools that embed AI into their curriculum are giving students a measurable career advantage over those that ban or ignore it.

This is the part of the AI-in-education conversation that doesn't get talked about enough: AI in the classroom isn't just an academic tool. It's a career readiness tool.

How does using AI in the classroom build workforce skills?

When a student works with a Nectir AI Assistant, they're learning a set of transferable skills that employers actively hire for: how to prompt effectively, how to evaluate AI's output, how to iterate on a response, and how to use AI as a thinking partner rather than an answer machine.

This matters because most students today are developing their AI skills without guidance, structure, or anyone teaching them the difference between using AI well and using it as a crutch. Nearly 90% of college students in the US use AI regularly. The question for schools isn't whether students will use AI. It's whether they'll learn to use it effectively or not.

Nectir addresses this by embedding AI directly into the coursework students are already doing. A student using Nectir to work through a calculus problem set is simultaneously learning calculus and learning how to collaborate with AI. A student using a Nectir career coach to identify internships that match their skill set is receiving career guidance and developing prompt-engineering proficiency at the same time.

The skill development is built into the experience, not added as a separate course.

Why is AI literacy important for college students entering the workforce?

Students who graduate with structured AI experience have a concrete advantage. They can articulate how they've used AI tools in professional contexts, demonstrate fluency with prompting and evaluation, and walk into roles that increasingly require AI proficiency as a baseline expectation.

The UNLV student who got hired as an AI prompt engineer didn't complete a bootcamp or a standalone AI course. He used an AI tool integrated into his coursework, and the skills he developed were directly transferable to the job market. That outcome is what happens when AI is thoughtfully embedded in education rather than treated as something to fear or ban.

Does AI in education make students dependent on technology?

This is the most common concern we hear, and it's valid. A 2024 study from Wharton and the University of Pennsylvania found that AI can make it harder for students to learn and acquire new skills when used without structure.

The key distinction is structured versus unstructured AI use. When students use a generic AI chatbot with no guardrails, the tool optimizes to get them an answer as quickly as possible. That's where dependency develops. When students use a tool like Nectir AI, it becomes a thinking partner, not a shortcut.

Nectir AI Assistants are designed so that faculty control exactly how the AI interacts with students. A professor can instruct the AI to never give a direct answer, to use the Socratic method, to check a student's thesis against the rubric without writing it for them, and to redirect students to office hours after a certain number of questions. This keeps the learning active, not passive.

What results has AI in higher education produced?

Research on Nectir's impact in higher education has shown measurable improvements in academic outcomes:

• A 7.5% increase in GPA after one term of use, campuswide (Los Angeles Pacific University, peer-reviewed study)
• A 13% rise in average final scores
• A 36% boost in intrinsic motivation to learn
• 74% of students reported a better learning experience, including improved understanding of complex content and critical thinking
• Increased student retention — students stayed in their classes rather than dropping them

Nectir is currently trusted by 80,000 students across 100+ campuses, including a landmark partnership with California Community Colleges, serving 2.1 million students across 116+ campuses. The platform is fully FERPA- and SOC 2-compliant.

How can schools teach AI literacy without adding a new course?

The most effective approach to AI literacy in education is to embed it in the learning students are already doing, rather than treating it as a separate subject. When AI is integrated into existing coursework through a tool like Nectir, students develop AI fluency as a natural byproduct of their studies.

This approach works because students are using AI in context — applying it to real assignments, real course material, and real academic challenges — rather than learning about AI in the abstract. The proficiency they build is practical, transferable, and directly relevant to the workforce.

Schools that want to bring structured AI literacy to their campuses without overhauling their curriculum can integrate AI infrastructure that works within their existing learning management system and gives faculty full control over how the AI behaves in their classrooms.

Watch the full Forbes interview where Kavitta discusses this and more.

Want to bring structured AI literacy to your campus? Schedule a demo, and our team will walk you through how Nectir works and what it looks like at schools like yours.