University of Southern California
MS in Electrical and Computer Engineering - Machine Learning and Data Science Track
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 engineering or a related field with a minimum GPA of 3.0, and should have completed coursework in mathematics, statistics, computer science, and physics.[2] International students must demonstrate English proficiency with TOEFL (80+), IELTS (6.5+), or PTE (61+).[2
About This Program
This specialized track offers a focused education on the intersection of electrical engineering and advanced data-driven intelligence.
Career Outcomes
Thrive as Machine Learning Engineer in Engineering AI with machine learning expertise
- 1. Machine Learning Engineer
- 2. Data Scientist
- 3. AI Research Scientist
- 4. Systems Engineer (AI/ML Infrastructure)
What You'll Learn
- Design and implement machine learning models for real-world engineering applications including deep learning and neural networks
- Develop data science solutions using statistical analysis, data mining, and predictive modeling techniques
- Apply advanced mathematical and computational methods to solve complex engineering problems
- Conduct capstone or industry-sponsored projects integrating machine learning with electrical and computer engineering systems
Curriculum Highlights
The coursework includes required foundations in signal processing and software design, plus advanced electives in computer vision and speech recognition.
Top Employers
Top employers for graduates include Google, Microsoft, Meta, Amazon, Tesla, NVIDIA, and major tech and defense contractors like Lockheed Martin and Raytheon Technologies.[4
Admissions
Applicants must hold a bachelor's degree in engineering or a related field with a minimum GPA of 3.0, and should have completed coursework in mathematics, statistics, computer science, and physics.[2] International students must demonstrate English proficiency with TOEFL (80+), IELTS (6.5+), or PTE (61+).[2
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2β3
- Resume: Required
- Official Transcripts: Required
- Application Fee: $90
Academic Requirements
- Degree Required: Bachelor's degree in engineering or related field
- GRE/GMAT: Required (GRE typical for engineering programs)
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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