Princeton University

How this program compares

This doctoral program focuses on high-level research in computer science, with a dedicated emphasis on the theoretical foundations of AI and machine learning. Use the benchmarks below to weigh Princeton University's PhD in Computer Science (AI & ML) against the 819 AI programs we track. It runs on a full-time schedule (on-campus).

Admission Snapshot

Typical admitted student: Requires a bachelor's or master's degree in computer science or related field, strong GPA (typically 3.5+), and demonstrated research experience through publications or projects; GRE is often optional.

About This Program

This doctoral program focuses on high-level research in computer science, with a dedicated emphasis on the theoretical foundations of AI and machine learning. Coursework concentrates on Natural Language Processing (NLP) and Computer Vision. Most students complete it in about 5 years.

Design and optimize large-scale machine learning models for real-world applications.

It is one of 21 AI-related programs we track in New Jersey, of which about 62% offer an online option.

Graduates frequently move into roles such as AI Research Scientist, with reported salaries around $150,000.

Career Outcomes

The PhD in Computer Science (AI & ML) at Princeton University (Princeton, New Jersey) is oriented toward AI Research Scientist hiring, with alumni reporting pay near $150,000. Its focus on Natural Language Processing (NLP) and Computer Vision maps directly to how employers screen for specialized skills rather than generic degrees. Federal projections for this occupational area point to roughly 23% growth this decade — verify the current figure on the BLS Occupational Outlook Handbook before you rely on it.

• 1. AI Research Scientist
• 2. Machine Learning Engineer
• 3. University Professor
• 4. AI Policy Advisor

What You'll Learn

• Design and optimize large-scale machine learning models for real-world applications
• Conduct original research in AI safety, fairness, and alignment
• Develop algorithms for natural language processing and multimodal data analysis
• Evaluate and deploy AI systems including generative models and agents

Curriculum Highlights

The curriculum involves advanced graduate seminars, research group participation, and the completion of a dissertation that makes a significant contribution to the field.

Top Employers

Top employers include tech leaders like Google, OpenAI, Meta, and Microsoft, as well as research labs and government AI initiatives.

Admissions

Admission to Princeton University's PhD in Computer Science (AI & ML) generally expects a bachelor's or master's in computer science or related field. 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: 3
• Resume: Required
• Transcripts: Official transcripts required

Frequently Asked Questions