Carnegie Mellon University

How this program compares

Budget-wise, $12.7K puts this certificate program at the 69th percentile on cost — about 16% above the $11.0K average across 180 comparable listings. It is one of the 54% of programs in our database offered fully or partly online.

Admission Snapshot

Typical admitted student: A bachelor's degree in computer science, mathematics, statistics, or a related technical field is required; applicants should demonstrate strong programming skills and foundational knowledge in linear algebra, probability, and calculus.[2] International students must submit TOEFL (80+) or IELTS (6.5+) scores.

About This Program

This online certificate teaches professionals how to leverage artificial intelligence and machine learning to harness large-scale data systems. Most students complete it in about 1 year.

Graduates frequently move into roles such as Machine Learning Engineer, with reported salaries around $105,000.

Design and implement machine learning models for real-world data analysis problems.

Estimated total tuition is $12.7K, above the $11.0K average for AI certificate programs in our database and in the 69th percentile on cost at this level. Applicants should weigh that premium against the program's outcomes and brand.

It is one of 60 AI-related programs we track in Pennsylvania, of which about 43% offer an online option. On price, it comes in cheaper than about 92% of the Pennsylvania programs in our data, where typical tuition runs near $81.1K.

Career Outcomes

Graduates of Carnegie Mellon University's Online Graduate Certificate in Machine Learning & Data Science most often target Machine Learning Engineer roles, where reported compensation runs around $105,000. Its focus on Machine Learning and AI Engineering / Applied AI maps directly to how employers screen for specialized skills rather than generic degrees. Federal projections for this occupational area point to roughly 36% growth this decade — verify the current figure on the BLS Occupational Outlook Handbook before you rely on it.

• 1. Machine Learning Engineer
• 2. Data Scientist
• 3. Data Analyst
• 4. AI/ML Research Scientist

What You'll Learn

• Design and implement machine learning models for real-world data analysis problems
• Apply statistical methods and neural networks to extract insights from large datasets
• Program proficiently in Python and work with data visualization tools
• Develop practical data analytics skills through hands-on projects and capstone work

Curriculum Highlights

The curriculum includes mathematical concepts for machine learning, algorithm analysis, and hands-on projects involving real-world data scenarios.

Top Employers

Top employers include Google, Amazon, Microsoft, Meta, IBM, and financial institutions like Goldman Sachs and J.P. Morgan.[3][4

Admissions

Admission to Carnegie Mellon University's Online Graduate Certificate in Machine Learning & Data Science generally expects a bachelor's degree. The GRE is optional here — a growing norm among AI programs — so applicants can often lead with coursework, projects and recommendations instead. Deadlines, testing policies and funding change year to year, so confirm the current requirements on the official program page before applying.

Application Materials

• Statement of Purpose: Required
• Letters of Recommendation: 2–3
• Resume: Required
• Transcripts: Official transcripts required

Frequently Asked Questions