University of Miami

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 typically need a high school diploma or equivalent with a competitive GPA (3.0+). SAT/ACT scores are often optional or recommended; strong performance in mathematics and computer science coursework is advantageous.

About This Program

This program provides a technical foundation in data science and artificial intelligence for students seeking careers in industrial research. It emphasizes the formal mathematical and statistical basis for these technologies.

Career Outcomes

Prepare AI Research Scientist career in Cross-Industry AI with machine learning focus

• 1. Data Scientist
• 2. Machine Learning Engineer
• 3. AI Research Specialist
• 4. Analytics Engineer

What You'll Learn

• Design and implement machine learning models for classification, regression, and anomaly detection tasks
• Apply statistical methods and data visualization techniques to extract insights from complex datasets
• Develop proficiency in programming languages and tools essential for data science workflows
• Evaluate AI/ML system performance, identify limitations, and communicate findings to non-technical stakeholders

Curriculum Highlights

The structure includes core computer science courses, rigorous mathematics requirements, and specialized electives. Topics cover machine learning, advanced artificial intelligence, and data structures.

Top Employers

Common employers in this field include Google, Amazon, Microsoft, Meta, IBM, and consulting firms like Deloitte and McKinsey that specialize in data-driven solutions.

Admissions

Applicants typically need a high school diploma or equivalent with a competitive GPA (3.0+). SAT/ACT scores are often optional or recommended; strong performance in mathematics and computer science coursework is advantageous.

Application Materials

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

Academic Requirements

• Degree Required: Bachelor of Science
• GRE/GMAT: Not Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)