Texas A&M 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 hold a bachelor's degree in computer science or a related technical field with a strong GPA (typically 3.0+) and demonstrated coursework in algorithms and statistics. Some programs prefer GRE scores and relevant work experience or research background in AI/ML.

About This Program

This degree program (MS-ARIN) equips students with advanced skills in machine learning and ethical decision-making to lead AI initiatives across industries.

Career Outcomes

Advance as Machine Learning Engineer in Cross-Industry AI with machine learning expertise

• 1. Machine Learning Engineer
• 2. AI Research Scientist
• 3. Data Scientist
• 4. AI Systems Architect

What You'll Learn

• Design and deploy machine learning models and deep neural networks for real-world applications
• Apply statistical analysis and Bayesian methods to AI problem-solving and decision-making
• Develop specialized AI systems including natural language processing, computer vision, and reinforcement learning
• Conduct independent research and evaluate ethical implications of AI technologies

Curriculum Highlights

The 30-credit program integrates cutting-edge research with industry best practices, offering both thesis and non-thesis options in artificial intelligence.

Top Employers

Top employers in AI include Google, Microsoft, OpenAI, Meta, Amazon, and government research institutions such as DARPA and national laboratories.

Admissions

Applicants must hold a bachelor's degree in computer science or a related technical field with a strong GPA (typically 3.0+) and demonstrated coursework in algorithms and statistics. Some programs prefer GRE scores and relevant work experience or research background in AI/ML.

Application Materials

• Statement of Purpose: Required
• Letters of Recommendation: 2–3
• Resume: Required
• Transcripts: Official transcripts required
• GRE Scores: Required or recommended

Academic Requirements

• Degree Required: Master of Science (30+ credit hours)
• GRE/GMAT: Typically required or recommended
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)