Rice University
Master of Data Science - Machine Learning
Last reviewed June 2026 by the AI Graduate editorial team. Program data is compiled and verified from official university sources — see our methodology.
How this program compares
At an estimated $51.7K in total tuition, the Master of Data Science - Machine Learning sits about 20% above the $42.9K average for AI master's programs in our database — placing it in the 71st percentile on cost among the 394 we track at this level. It is one of the 54% of programs in our database offered fully or partly online.
Admission Snapshot
Typical admitted student: A bachelor's degree in a quantitative field such as computer science, statistics, mathematics, or engineering is required, along with a minimum GPA of 3.0 and programming experience in Python or R. Relevant work experience or coursework in statistics and linear algebra is preferred.
About This Program
Rice University's Master of Data Science with a Machine Learning focus offers a selective private university's data science training with flexible on-campus and online options. The curriculum emphasizes applied ML, statistics, and practical data skills.
Rice's small scale, strong faculty access, and Houston location — a hub for energy, healthcare, and aerospace — give the program a distinctive applied dimension.
Why students choose it: Selective private DS program with ML focus and Houston's applied-industry demand.
Career Outcomes
Rice University positions this master track for Machine Learning Engineer careers — typical offers cluster around $130,000. Its focus on Natural Language Processing (NLP) and Deep Learning maps directly to how employers screen for specialized skills rather than generic degrees. Federal projections for this occupational area point to roughly 36% growth this decade — verify the current figure on the BLS Occupational Outlook Handbook before you rely on it.
- 1. Machine Learning Engineer
- 2. Data Scientist
- 3. AI Research Scientist
- 4. Predictive Analytics Specialist
What You'll Learn
- Build and evaluate machine learning models for predictive analytics and pattern recognition.
- Apply deep learning techniques to complex datasets including images and sequences.
- Perform data mining and preprocessing for scalable machine learning pipelines.
- Develop real-world data science projects integrating machine learning with domain applications.
Curriculum Highlights
The curriculum features a rigorous blend of courses in big data, visualization, and programming, culminating in a real-world data science capstone project.
Top Employers
Top employers include tech giants like Google, Amazon, Microsoft, and data-driven firms in finance, healthcare, and consulting.
Admissions
Admission to Rice University's Master of Data Science - Machine Learning generally expects a bachelor's degree. The GRE is not required 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: 2–3
- Resume: Required
- Transcripts: Official transcripts required
Frequently Asked Questions
Why choose Rice University's Master of Data Science - Machine Learning?
An interdisciplinary graduate program providing a thorough understanding of the computational and statistical foundations required for a career in data science.
Does Rice University offer the Master of Data Science - Machine Learning in an online format?
Yes — Rice University lists this program as on-campus, online, and it can be taken flexible. Confirm on-campus residency requirements, if any, on the official program page.
How much does the Master of Data Science - Machine Learning cost?
We estimate total tuition at roughly $51.7K, above the $42.9K average for comparable AI master's programs in our database. Tuition changes yearly and excludes fees and living costs, so treat this as a planning figure and confirm with Rice University.
Does the Master of Data Science - Machine Learning require the GRE?
No — Rice University does not require the GRE for this program, which is increasingly common among AI programs. A strong transcript, projects and recommendation letters carry more weight.
How long does the Master of Data Science - Machine Learning take to complete?
Most students finish in about 2 years for full-time enrollment. Accelerated or part-time tracks may change the timeline.
What jobs can you get with the Master of Data Science - Machine Learning?
Graduates commonly pursue roles such as Machine Learning Engineer, with reported pay around $130,000. Actual outcomes depend on your prior experience, portfolio and location — see our AI salary guide for current, source-cited ranges.
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Visit the official program page for the latest deadlines, tuition, and application requirements.