Carnegie Mellon University

How this program compares

Benchmark this program against our national recognition pages and use the key guides below to evaluate ROI, admissions difficulty, and outcomes.

Admission Snapshot

Typical admitted student: Applicants must have a high school diploma and strong academic performance in mathematics and computer science coursework. SAT or ACT scores are typically required or recommended, with competitive programs generally expecting scores in the upper percentile ranges.

About This Program

This specialized concentration allows computer science majors to dive deep into the core principles of statistical machine learning and its applications.

Career Outcomes

Start Machine Learning Engineer career in Cross-Industry AI with machine learning focus

• 1. Machine Learning Engineer
• 2. Data Scientist
• 3. AI Research Scientist
• 4. Software Engineer (AI/ML focused)

What You'll Learn

• Design, implement, and evaluate machine learning models for real-world applications
• Apply deep learning techniques and neural network architectures to complex problems
• Develop algorithmic solutions for data processing, pattern recognition, and predictive analytics
• Translate theoretical machine learning concepts into practical systems that impact industry and society

Curriculum Highlights

Requirements include core machine learning courses plus electives such as deep reinforcement learning, large datasets, and deep learning systems.

Top Employers

Top employers include Google, Microsoft, Amazon, Meta, OpenAI, and major technology firms investing heavily in artificial intelligence and machine learning research and development.

Admissions

Applicants must have a high school diploma and strong academic performance in mathematics and computer science coursework. SAT or ACT scores are typically required or recommended, with competitive programs generally expecting scores in the upper percentile ranges.

Application Materials

• Personal Statement: Required
• Letters of Recommendation: 2–3
• Resume: Optional
• Official Transcripts: Required

Academic Requirements

• Degree Required: High School Diploma or equivalent
• GRE/GMAT: Not Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)