Department of Machine Learning

Department Chair: Min Shin, PhD.

What is Machine Learning?

Machine Learning (ML) is a branch of artificial intelligence (AI) focused on building applications that learn from data and improve their performance over time without being explicitly programmed.

Where a Machine Learning Degree Delivers High Value

Deep Theoretical Mastery: Unlike coding bootcamps or self-study courses that focus primarily on using high-level frameworks (like PyTorch or TensorFlow), a formal degree grounds you in linear algebra, multivariable calculus, probability theory, and optimization. This background is critical for debugging complex models when off-the-shelf tools fail.

Access to Research and Advanced Roles: Positions like Research Scientist, Core AI Engineer, or ML Systems Architect often enforce a hard requirement for a Master’s or Ph.D.

Hiring Filter Advantage: Many corporate HR filters prioritize candidates with specialized formal degrees.

Earning Potential: Average base salaries for ML Specialists typically range from $110,000 to $160,000+, with total compensation packages (including equity and bonuses) pushing significantly higher at major tech firms.

Why study MAchine Learning at UNC Charlotte?

Studying machine learning at UNC Charlotte offers a unique combination of specialized institutional focus, rapid academic expansion, and immediate geographic access to a massive corporate hiring market.

Key Advantages of Studying Machine Learning at UNC Charlotte

  • Dedicated Academic Centers: College of Computing and Informatics (CCI): The largest producer of computing graduates in North Carolina and one of the largest tech talent pipelines in the Southeast.
  • Specialized Degree Offerings: Rather than burying ML under generic computer science, UNC Charlotte offers targeted programs including an M.S. in Artificial Intelligence, a B.S. in Artificial Intelligence, and a B.A in Computer Science: AI-Assisted Software Engineering Concentration.
  • Direct Access to Charlotte’s Industry Hub: Strong local corporate partnerships provide direct pathways to internships, sponsored senior capstone projects, and full-time hiring across tech, fintech, healthcare.
  • Cost-to-Value Ratio (High ROI): As a public research university, UNC Charlotte provides competitive tuition rates—particularly for North Carolina residents—offering a cost-effective pathway into high-paying AI and ML career tracks.
  • Accelerated Degree Options (4+1 Programs):Through Early Entry programs, qualifying undergraduates can take graduate-level machine learning courses that count toward both a Bachelor’s and a Master’s degree, completing an M.S. in just one additional year.