Entry-level jobs have always been an important first step into the workforce. These roles have helped young professionals gain experience, build workplace skills, and learn the routines of an industry. Today, however, artificial intelligence (AI) is reshaping that path. 

Some business leaders warn that AI could reduce opportunities for workers just beginning their careers, while others argue it may create new kinds of jobs and responsibilities. So, should college students worry about AI replacing entry-level jobs? The answer is more complicated than a simple yes or no.

Why Some Entry-Level Jobs Face Risk

Entrepreneur Mark Cuban believes AI is already changing the workplace, especially in jobs built around repetitive tasks. Businesses are increasingly comparing the costs of human labor to AI systems that can work faster and process information at a larger scale. 

According to Cuban, entry-level white-collar jobs are among the most vulnerable. Positions involving structured tasks, such as data entry, bookkeeping, or routine administrative work, may see fewer openings as companies automate these activities. Customer service roles are also evolving. Many companies now rely on AI-powered chatbots and automated phone systems to answer simple questions. At the same time, businesses increasingly need employees who can manage more difficult customer interactions requiring empathy, judgment, or problem solving.

The overall entry-level job market has grown significantly more difficult as a result. According to Bloomberg Businessweek,  unemployment for college graduates ages 22 to 27 has climbed to 5.6 percent, while more than 42 percent are underemployed (i.e., working jobs that don't require the degrees they earned). Even software development, once considered a strong entry point into technology careers, is shifting. AI coding tools can now assist with writing and debugging code. Finance and legal support jobs face similar changes. Tasks such as reviewing documents, checking compliance requirements, and completing basic accounting work can increasingly be automated. As a result, employers may place greater value on workers with higher-level abilities, such as system design, creativity, and analytical thinking.

Why AI Could Also Create Opportunity

Despite concerns, many employers and educators believe AI may create opportunities for graduates who learn how to use it effectively. The current generation of students and recent graduates entered college just as tools like ChatGPT became widely available. Because of this, many younger workers are more comfortable experimenting with AI than older employees.

Some companies are actively seeking graduates with AI-related skills. Businesses, including technology firms and manufacturers, are hiring workers who can use AI to improve operations, analyze trends, and automate repetitive work. In some cases, employers believe recent graduates bring stronger AI abilities than experienced workers who have never learned the technology. For example, some business graduates are using AI to organize schedules, summarize data, or streamline repetitive workplace tasks. Instead of spending hours on administrative work, employees can focus on more strategic decisions. In this way, AI may not replace workers as much as change what workers actually do.

Human Skills AI Cannot Easily Replace

Nvidia CEO Jensen Huang believes students should not panic about choosing an “AI-proof” major. Instead, he argues students should ask a different question: How can AI improve learning and strengthen career skills? Fields requiring storytelling, creativity, communication, and relationship building may remain especially valuable. While AI can generate information, it still struggles with deeply human skills, such as emotional intelligence, good judgment, and adaptability.

Huang compares jobs to baskets of tasks. Some activities may become automated, but that allows workers to spend more time on harder, more meaningful parts of their jobs. A financial analyst, for example, may spend less time organizing spreadsheets and more time making recommendations based on findings. This shift suggests that employers may increasingly value workers who combine technical AI skills with strong communication and critical-thinking abilities.

Learning to Work With AI

Educators are also changing how they prepare students for careers. Rather than banning AI in classrooms, some professors now teach students how to navigate AI tools and use them responsibly. For college students, the message is becoming clearer: Learning how to use AI effectively and responsibly may be just as important as learning traditional workplace software. In the future, entry-level success may depend less on competing against AI and more on learning how to work alongside it.

In the Classroom

This article can be used to discuss entering the workforce (Chapter 10: Managing Human Resources).

Discussion Questions

  1. How are employers changing their expectations for entry-level workers as AI becomes more common?

  2. According to Jensen Huang, why should students focus less on finding “AI-proof” majors? 

  3. What human skills may become more valuable in an AI-driven workplace, and why?

This article was developed with the support of Kelsey Reddick for and under the direction of O.C. Ferrell, Linda Ferrell, and Geoff Hirt.