Columbia University in the City of New York

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: A bachelor's degree in a quantitative field such as mathematics, engineering, computer science, or operations research is required, along with a minimum GPA of 3.0 and strong quantitative coursework. Relevant programming experience in Python or R and GRE quantitative scores are often preferred.

About This Program

This program within the Operations Research department emphasizes mathematical modeling and optimization techniques enhanced by machine learning and artificial intelligence.

Career Outcomes

Advance as Data Analyst in Cross-Industry AI with deep learning expertise

• 1. Operations Research Analyst
• 2. Data Scientist in Supply Chain
• 3. AI Optimization Specialist
• 4. Machine Learning Engineer in Logistics

What You'll Learn

• Advanced optimization methods for operations research problems
• Machine learning algorithms for predictive modeling and decision support
• Integration of AI techniques in stochastic systems and logistics
• Reinforcement learning for dynamic resource allocation

Curriculum Highlights

The curriculum includes foundational optimization and stochastic models, with a specialized concentration in machine learning and AI applications for operations.

Top Employers

Top employers include consulting firms like McKinsey and BCG, tech companies like Amazon and Google, financial institutions such as JPMorgan Chase, and government agencies like the Department of Defense.

Admissions

A bachelor's degree in a quantitative field such as mathematics, engineering, computer science, or operations research is required, along with a minimum GPA of 3.0 and strong quantitative coursework. Relevant programming experience in Python or R and GRE quantitative scores are often preferred.

Application Materials

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

Academic Requirements

• Degree Required: Bachelor's degree
• GRE/GMAT: Optional
• TOEFL/IELTS: Required for international students (TOEFL 100+ / IELTS 7.0+)