Georgia Institute of Technology

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 hold a bachelor's degree (preferably in computer science, mathematics, or related field) with a strong GPA (3.5+) and demonstrated research interest or experience. A master's degree in a related field is preferred but not always required.

About This Program

A research-intensive PhD program that prepares students to innovate and advance the field of machine learning through rigorous mathematical and computational study.

Career Outcomes

Command advanced AI Research Scientist in Cross-Industry AI through machine learning

• 1. Machine Learning Research Scientist
• 2. AI Research Engineer
• 3. Autonomous Systems Developer
• 4. Academic Researcher/Faculty

What You'll Learn

• Design and implement advanced machine learning algorithms for complex, real-world problems
• Conduct original research in machine learning theory, deep learning, or specialized applications
• Evaluate algorithmic performance through rigorous mathematical analysis and empirical validation
• Communicate research findings through academic publications and dissertation defense

Curriculum Highlights

Includes a foundational core in mathematical methods, specialized area electives, a research proposal, and the completion of an original doctoral dissertation.

Top Employers

Top employers include Google DeepMind, Meta AI Research, OpenAI, Carnegie Mellon, Stanford, MIT, and major tech companies like Microsoft Research, Apple, and IBM Research.

Admissions

Applicants must hold a bachelor's degree (preferably in computer science, mathematics, or related field) with a strong GPA (3.5+) and demonstrated research interest or experience. A master's degree in a related field is preferred but not always required.

Application Materials

• Statement of Purpose: Required
• Letters of Recommendation: 3
• Resume: Required
• Transcripts: Official transcripts required
• Research Statement or Portfolio: Often required

Academic Requirements

• Degree Required: PhD (Doctor of Philosophy)
• GRE: Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)