Master of Science [MSc] (Machine Learning)
Field of Study:
$62,200 /Yr
Carnegie Mellon University Master of Science (MS) in Machine Learning is a 16-month, full-time postgraduate programme in Pittsburgh for August 2027 entry. Applicants need a bachelor’s degree and substantial preparation in mathematics, statistics and programming. August 2027 tuition is unpublished; 2026/27 annual tuition was US$62,200 (INR 58.75 Lakhs), as a prior-cycle reference.
The curriculum combines mathematical machine learning with practical implementation through six core courses, three electives and a summer practicum. Its choice between research and an internship suits technically prepared applicants seeking industry work or further academic exploration. However, research supervision is not guaranteed, so applicants requiring a compulsory thesis should examine the separate Advanced Study programme before applying.
- A computer science undergraduate degree is not compulsory when the applicant has the required technical preparation.
- Approved independent study can replace all three electives, allowing substantial research within the standard degree.
- Graduate Record Examination scores are optional for August 2027 entry, allowing applicants to prioritise evidence of relevant work.
Current Admission Status
Applications for the August 2027 intake are Open. International student deadline: 9 December 2026, 3 p.m. Eastern Standard Time (EST), equivalent to 10 December 2026, 1:30 a.m. Indian Standard Time (IST).
Indian applicants can use the early deadline on 18 November 2026, 3 p.m. EST, equivalent to 19 November 2026, 1:30 a.m. IST. The university’s Eastern Standard Time controls both portal cutoffs.
Also Check: Carnegie Mellon University MS Admission
CMU MS Machine Learning Fees and Living Costs 2027
August 2027 tuition is unpublished on the checked programme, finance and School of Computer Science fee pages. Verify the target fee on the official fee page. The figures below therefore establish a prior-cycle funding baseline rather than the price of entering in 2027.
Prior-cycle reference: tuition, compulsory fees, insurance and the acceptance payment below belong to 2026/27. Only the application-fee row is confirmed for August 2027 admission.
| Charge and billing basis | Amount in US dollars | INR equivalent |
|---|---|---|
| Full-time tuition per fall or spring semester | US$31,100 | INR 29.38 Lakhs |
| Academic-year tuition, two semesters | US$62,200 | INR 58.75 Lakhs |
| Graduate activities, technology and transportation per semester | US$124 + US$245 + US$151 = US$520 | INR 11,713 + INR 23,143 + INR 14,263 = INR 49,119 |
| Student-only medical insurance, annual premium | US$3,093 | INR 2.92 Lakhs |
| Nonrefundable first tuition payment on acceptance, credited towards tuition | US$2,500 | INR 2.36 Lakhs |
| August 2027 application fee, early / final deadline | US$80 / US$100 | INR 7,557 / INR 9,446 |
All INR conversions in the article use a conversion rate of USD 1 = INR 94.4598 as of 06 November 2026. Rates fluctuate daily, verify before applying.
Source: CMU Machine Learning financial information, admitted-student guidance, university fee schedule and student health insurance rates.
The three-semester structure creates three tuition bills, while a summer spent solely completing the practicum attracts no tuition or fees. The acceptance payment is part of tuition, so adding it again would overstate the budget. International students cannot use the programme’s part-time option to spread these bills beyond the required study period.
Cost of Living in Pittsburgh for Machine Learning Students
CMU’s international office publishes a 2026/27 combined housing-and-food estimate rather than a detailed monthly spending breakdown. Monthly values below are calculated by dividing that annual planning estimate by 12; they are neither residence quotations nor a separate visa-maintenance threshold.
| Expense | Monthly (US$) | Monthly (INR equivalent) |
|---|---|---|
| Housing and food combined, also the monthly total | US$2,715.83 | INR 2.57 Lakhs |
| Annual total, 12 months | US$32,590 | INR 30.78 Lakhs |
A prior-cycle planning illustration for the full 16 months totals US$147,699.33 (INR 1.40 Crore) for the components below. It freezes 2026/27 rates, assumes two annual medical policies and extends the published annual books allowance proportionately. Actual 2027 and 2028 invoices will differ, so this calculation cannot establish the target-cycle total.
| Calculated component and arithmetic basis | US dollar amount | INR equivalent |
|---|---|---|
| Tuition, three semesters at the prior semester rate | US$93,300 | INR 88.13 Lakhs |
| Compulsory university fees, three semester charges | US$1,560 | INR 1.47 Lakhs |
| Housing and food, annual estimate multiplied by 16/12 | US$43,453.33 | INR 41.05 Lakhs |
| Medical insurance, two annual policies | US$6,186 | INR 5.84 Lakhs |
| Books and supplies, annual allowance multiplied by 16/12 | US$3,200 | INR 3.02 Lakhs |
| Calculated planning subtotal, sum of the five components | US$147,699.33 | INR 1.40 Crore |
Source: calculation from CMU’s 2026/27 tuition, compulsory fees, medical premium and international graduate expense estimates.
The planning subtotal excludes application charges, visa charges, flights, a laptop and loan interest. CMU requires students to provide their own laptop, while insurance must meet university requirements throughout enrolment. Obtain the 2027 fee schedule and insurance terms before setting a loan ceiling, including how coverage will work after the final December semester.
Read More: Living Costs in the USA for Indian Students
Key insight: Three tuition semesters and 16 months of living expenses create different budgeting periods. Request semester invoices and a full-duration funding calculation before accepting the offer.
CMU MS Machine Learning Admission 2027
Technical preparation matters more than the undergraduate degree title for this programme. CMU accepts applicants without a computer science degree, but its first-year classes assume substantial mathematical and computing knowledge. August is the only entry point, so a spring application cannot provide extra time to remedy gaps.
The academic requirements below are CMU’s current published programme expectations for applicants considering August 2027 entry. The university has not published a minimum Indian percentage or a minimum work-experience requirement on the checked programme page.
| Area | Published preparation |
|---|---|
| Degree | Bachelor’s degree; a computer science major is not compulsory |
| Computer science | Strong background including complexity theory and good programming skills |
| Mathematics | At least one year of college-level probability and statistics, matrix algebra and multivariate calculus |
| Programming preparation | Experience with Matlab, R or scipy-numpy is helpful; Java and Python are highlighted |
| Graduate Record Examination (GRE) | Optional for August 2027 entry; no subject test required or expected |
The Fall 2025 admitted-applicant profile reported an average grade point average (GPA) of 3.9/4.0, with CMU also publishing 9.5/10.0. That is a cohort average rather than an eligibility cutoff, and the university makes the final equivalency decision. Indian applicants below that benchmark should use transcripts and project evidence to demonstrate the specific prerequisites rather than treating the average as automatic rejection.
For the same Fall 2025 admitted cohort, GRE averages were Quantitative 169, Verbal 160 and Analytical Writing 4.1. Because submission is optional for 2027, these historical averages should inform whether an existing score adds useful evidence. A mathematics-heavy project, for example, should explain the applicant’s own contribution and evaluation methods rather than relying on the project title.
English Language Requirements
English-medium study does not secure a waiver for nonnative English speakers under the current School of Computer Science policy. CMU states: We accept TOEFL iBT and TOEFL iBT Special Home Edition scores. It still publishes historical results on the older 0 to 120 scale, without a revised-scale requirement on the checked admissions page.
TOEFL means Test of English as a Foreign Language, and iBT identifies its internet-based format. IELTS means International English Language Testing System. These tests assess English proficiency separately from the mathematical preparation evaluated through the academic application.
Current accepted routes and historical school-level benchmarks: the ranges below describe admitted applicants across the school in unspecified earlier years. They are not August 2027 minimum scores or course-specific admission guarantees.
| Accepted route | Published historical range | Applicant interpretation |
|---|---|---|
| TOEFL iBT or Special Home Edition | 105 to 114 on the 0 to 120 scale | Confirm treatment of tests taken from 21 January 2026; do not convert this range yourself |
| IELTS | 7 to 8 overall | The checked page does not identify these figures as minimum overall or component scores |
| Duolingo English Test | 130 to 155 | Accepted when taking TOEFL or IELTS is not possible under the school’s stated preference |
- Ask admissions for the applicable revised TOEFL scale and component requirements before booking a test taken after 21 January 2026.
- Do not substitute an Indian school-English mark or English-medium certificate for the required test without written programme confirmation.
- Use the school’s 25 November 2026 latest recommended testing date to allow score processing before the final application deadline.
The score-validity wording needs confirmation because the live page combines a two-year rule with older fixed calendar cutoffs. For applicants without a United States bachelor’s degree, ask which dates govern the 2027 application and whether component requirements apply. The official graduate admissions requirements provide the current policy and contact route.
Tip for Indian students: Probability, statistics and multivariate calculus are assumed knowledge rather than introductory training within the degree. Map each prerequisite to completed coursework before choosing projects and recommenders for the application.
CMU MS Machine Learning Application 2027
Submit by the early deadline when the application is ready, because it reduces the application charge without creating a separate intake. CMU accepts this programme’s applications once annually for August entry. The portal opened on 9 September 2026 for the August 2027 class.
August 2027 application timetable: Eastern Standard Time controls the portal cutoff. Indian Standard Time is 10 hours and 30 minutes ahead on both published deadline dates.
| Stage | Official deadline, Eastern Standard Time | Indian Standard Time equivalent |
|---|---|---|
| Early application deadline | 18 November 2026, 3 p.m. EST | 19 November 2026, 1:30 a.m. IST |
| Final application deadline | 9 December 2026, 3 p.m. EST | 10 December 2026, 1:30 a.m. IST |
The early charge is US$80 (INR 7,557) per programme, compared with US$100 (INR 9,446) at the final deadline. Choosing the early date therefore saves US$20 (INR 1,889), but the evidence does not establish a higher admission probability. Recommenders can still submit by the final deadline when the applicant submits early.
The programme advises applicants to expect an email response in February, without publishing an exact 2027 decision date. A separate interview timetable is also absent from the checked programme and admissions pages. Keep the email account used for the application active and follow any programme-specific instructions issued through the portal.
Build an Application Around the Curriculum
The application needs transcripts, a current résumé, a statement of purpose and three recommendations. The school’s general statement guidance is one or two pages, while the programme-specific portal instructions control the final submission. Choose evidence that demonstrates readiness for optimization, statistical modelling and implementation rather than presenting unrelated achievements as equivalent preparation.
- Identify completed probability, statistics and calculus modules in the transcript so reviewers can assess the assumptions behind the first-year core.
- Use the statement to explain an algorithmic or empirical problem, your contribution and why the programme’s coursework or independent study addresses the next learning gap.
- Select recommenders who can evaluate independent work, with at least two letters from faculty or recent employers under the school’s guidance.
- Submit the application without waiting for pending recommendation letters, while asking writers to meet the published final deadline.
A research-focused application should acknowledge that the standard degree allows research without requiring a thesis or guaranteeing an adviser. Independent study replaces elective capacity, so applicants seeking both many specialist courses and a substantial research project face a real scheduling choice. Outline priorities before applying rather than assuming extra courses can be added to the first semester.
Application tip: The early deadline changes the fee, while the final deadline still governs recommendation timing. Submit a complete academic narrative early only when its project evidence and programme choice are ready.
CMU MS Machine Learning Scholarships 2027
The Machine Learning Department does not provide financial aid for this master’s programme. Applicants must therefore fund tuition, university fees, health insurance and living expenses without assuming an admission-linked scholarship. A research opportunity and a funded research appointment are different propositions within this degree.
No August 2027 award package was verified for Indian applicants on the checked funding surfaces. The K. C. Mahindra overseas scheme still specifies starts between August 2026 and February 2027. The J. N. Tata and Narotam Sekhsaria pages checked also describe earlier-cycle eligibility, so none is presented here as confirmed funding for August 2027.
Assistantships and External Funding
Teaching assistantships may become available after the first semester, but CMU describes their contribution as only a small fraction of attendance costs. Appointments are made semester by semester rather than guaranteed before enrolment. Nonnative English speakers also need an additional language assessment before qualifying to teach.
A research assistantship depends on a faculty project’s funding and the relationship formed after arrival. CMU’s admitted-student guidance says paid research appointments are rare and advises students to budget without them. Research completed for elective credit therefore cannot be treated as an automatic tuition reduction.
- Exclude unawarded assistantship income from the funds available for the acceptance payment and first-semester tuition.
- Ask whether a proposed research arrangement offers academic credit, hourly pay or documented tuition support before changing the funding calculation.
- Recheck external award eligibility for August 2027 starts rather than carrying forward an earlier nationality, age or entry-year rule.
The acceptance commitment precedes certainty about research funding, because students normally establish faculty relationships after reaching Pittsburgh. A scholarship-dependent applicant should secure an external award or a viable full-cost funding route before accepting. Any repayable external loan scholarship belongs in the debt calculation rather than being deducted as a grant.
Also Check: Carnegie Mellon University Scholarships
Scholarship reality: CMU’s standard MS Machine Learning requires self-funding, while research support is uncertain until after arrival. Do not make acceptance affordable only by assuming a later assistantship.
CMU MS Machine Learning Salary 2027
Course-specific historical salary evidence is available, but it describes previous graduates rather than the August 2027 class. CMU’s current downloadable comparison workbook labels its figures “2024 Data; updated fall 2025”. The accompanying webpage describes placement coverage as graduates from August 2024, December 2024 or May 2025, so the reporting period is not labelled consistently.
Historical MS Machine Learning evidence: these are course-level figures from the official workbook, not external labour-market benchmarks. Salary values are reported annual figures and should be treated as gross pay for financial planning.
| Course-level salary measure | Annual US dollar amount | INR equivalent |
|---|---|---|
| Median reported salary, 17 salaries reported | US$160,000 | INR 1.51 Crore |
| Average reported salary, same reporting sample | US$162,618 | INR 1.54 Crore |
Source: CMU School of Computer Science master’s programme comparison workbook, labelled 2024 data and updated fall 2025.
The 17 reported salaries do not describe every graduate’s earnings, and they cannot establish an applicant’s probability of receiving that pay. The workbook separately lists 34 employed graduates and five continuing education. Its mixed denominators do not support converting those counts into a reliable offer rate for this article.
Meta, Microsoft, Apple, Capital One and Tesla appear in the workbook’s employer list for Machine Learning. CMU says that this list includes employers hiring at least two students, but it does not establish current vacancies or sponsorship commitments. The checked comparison dataset provides no usable course-specific sector or geography salary breakdown.
Inspect the official master’s outcomes workbook when evaluating the sample behind the salary figures. Take-home pay depends on work location and tax status; use an appropriate tax calculator after checking the official nonresident withholding guidance. The standard federal withholding estimator does not calculate nonresident withholding.
Return on Investment and Career Preparation
The prior-cycle planning illustration of US$147,699.33 (INR 1.40 Crore) creates a substantial funding exposure before a graduate job begins. Because 2027 tuition remains unpublished, it cannot establish the target cohort’s total investment or a defensible repayment period. The programme is financially easier to justify when its mathematical training addresses a specific role requirement and the funding survives an unsuccessful job search.
- The 17-salary historical sample supports examining machine learning careers, but borrowers should test repayment against an actual offer rather than the reported median.
- The compulsory summer practicum can be research or an internship, so industry-focused applicants should use CMU’s pre-arrival career modules before the first autumn recruitment events.
- The 16-month programme leaves limited elective capacity, so research-focused applicants should choose which specialist courses to replace with independent study before allocating time to publications.
- The conditional post-study work window can reach 36 months, so United States employment plans should include the employer and authorization requirements explained below.
- CMU provides no departmental aid, so an India-return funding scenario should use a realistic Indian offer and rupee loan repayments without importing the historical dollar salary.
Research preparation carries a separate tradeoff: the standard programme permits independent study, but it does not guarantee a supervisor or preferential doctoral admission. Applicants primarily seeking doctoral research should weigh that uncertainty against paying for a coursework-led degree. Contact the programme manager for introductions to relevant current students before committing to a research-dependent plan.
ROI reality: Historical reported salaries show a possible employment outcome, while the degree requires funding before those outcomes are known. Obtain the 2027 cost schedule and test borrowing against both a United States offer scenario and an India-return scenario.
USA Visa for CMU MS Machine Learning Students 2027
CMU identifies Machine Learning as a STEM (science, technology, engineering and mathematics) programme. Eligible graduates may apply for OPT (Optional Practical Training). This authorization permits up to 12 months of relevant work, with a conditional 24-month STEM extension. The extension requires qualifying employment and an eligible employer, rather than following automatically from graduation.
- Budget the F-1 visa application charge of US$185 (INR 17,475) plus the Student and Exchange Visitor Information System fee of US$350 (INR 33,061).
- For H-1B skilled-worker sponsorship, the required wage is the higher applicable actual or prevailing wage, so the course’s historical median is not a sponsorship threshold.
- An eligible spouse and unmarried children under 21 may accompany an F-1 student as F-2 dependants, but F-2 status does not authorize employment.
- The degree creates no fixed permanent-residence timeline, so loan repayment should remain workable without assuming settlement after the post-study work period.
Read More: USA Student Visa Requirements for Indian Applicants
Visa reality: CMU’s international students must finish the standard programme full-time within three semesters. A longer research project cannot be funded by assuming permission to extend this degree or work authorization.
CMU MS Machine Learning Ranking 2027
CMU has verified subject-level rankings relevant to machine learning, although these do not rank the standard MS degree separately. For an August 2027 applicant, the editions below are published contextual evidence rather than a forecast of the next ranking release.
Published 2026 editions: the table distinguishes worldwide subject scope from United States graduate subject scope.
| Publisher and edition | Ranked subject and scope | Position |
|---|---|---|
| QS World University Rankings by Subject 2026 | Computer Science and Information Systems, worldwide | 3 |
| U.S. News 2026 graduate rankings | Computer science, United States | Joint 1 |
| U.S. News 2026 graduate rankings | Artificial intelligence, United States | 1 |
The artificial intelligence ranking provides subject context, while the six-core-course structure establishes what this degree actually teaches. Applicants choosing it for statistical learning should examine optimization, probabilistic graphical models and the practical core before relying on institutional recognition. Those requirements reveal the preparation needed and the elective space available for a particular specialism.
Check Out: Carnegie Mellon University Subject Rankings
Honest take: Subject rankings support investigating CMU’s machine learning environment, but they do not establish research supervision or a graduate offer. Use curriculum fit and the documented salary sample to judge the programme’s specific value.
CMU’s MS Machine Learning suits applicants already comfortable with mathematical reasoning and programming who want intensive coursework with a choice of internship or research. Its three elective slots offer flexibility, but using them for research reduces the specialist classes available within the 16-month schedule. The material financial tradeoff is self-funding before research support or employment becomes certain. Confirm the 2027 fee schedule and submit a curriculum-focused application by the appropriate November or December deadline.
CMU MS Machine Learning FAQs
Ques. Is CMU’s standard MS Machine Learning suitable for a future PhD applicant?
Ans. It can support doctoral preparation when the applicant can secure a supervisor and devote electives to independent study. However, the standard degree does not guarantee supervision or preferential admission to CMU’s doctoral programme. Applicants requiring a thesis should investigate Advanced Study before submitting, because switching between the two degrees after admission is not permitted.
Ques. Should an Indian applicant submit GRE scores for CMU MS Machine Learning in 2027?
Ans. Submit an existing score when it adds useful evidence of preparation, rather than treating an optional test as a hidden requirement. The Fall 2025 quantitative average of 169 is a historical benchmark, while the August 2027 programme explicitly makes submission optional. Applicants with limited preparation time should prioritise demonstrating probability, statistics and programming through the transcript and substantive work.
Ques. Can an assistantship make CMU MS Machine Learning affordable from the first semester?
Ans. An assistantship is not a dependable first-semester funding source because teaching appointments generally follow the first semester and paid research depends on relationships formed after arrival. The prior-cycle full-duration illustration reaches INR 1.40 Crore before excluded costs, while 2027 tuition remains unpublished. Secure funding that covers the acceptance commitment without assuming an unawarded tuition reduction or future internship earnings.
Ques. Should I apply early or wait for the final CMU MS Machine Learning deadline?
Ans. Apply early when the statement, transcripts and programme choice are ready, because the early deadline lowers the charge without shortening the recommendation window. Waiting is justified when additional preparation improves the evidence, since no verified admission advantage is attached to the early date. Remember that both published afternoon Eastern cutoffs fall after midnight on the following calendar day in India.
Ques. Does the CMU MS Machine Learning salary justify a large Indian education loan?
Ans. The historical salary sample supports investigating the opportunity, but it cannot establish a repayment forecast because it covers only 17 reported salaries. Borrowers need the confirmed 2027 fees, their financing terms and a workable India-return repayment scenario alongside the United States employment scenario. The conditional post-study work extension also requires eligible employment, so it should not be treated as guaranteed earnings over three years.
Tuition Fees
| Semester | 1st Year Fees |
|---|---|
| Tuition Fees | $31100 |
Other Expenses
| Head | Avg Cost Per Year |
|---|---|
| Housing | $13680 |
| Food | $8032 |
Previous Year Tuition Fees
| Year | 1st Year Fees |
|---|---|
| 2025 | $60400 |
| 2024 | $60400 |
| 2023 | $52530 |
| 2021 | $57560 |
Important Dates
Applications are accepted only once a year. All students begin the program in August, having applied the previous December.
| Event | Application Date |
|---|---|
| Fall 2027 Early application deadline | Sep 9, 2026 - Nov 18, 2026 |
| Fall 2027 Final application deadline | Sep 9, 2026 - Dec 9, 2026 |
Required Document List
- Online Application
- Unofficial Transcripts
- Resume or CV
- Statement of Purpose
- Three Letters of Recommendation
- English Proficiency Test Report

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TOP Scholarships
| Scholarship name | Award amount | Eligibility |
|---|---|---|
| Quad Fellowship | Upto $40,000 | Students applying to STEM courses are eligibile |
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| FINCAD Women in Finance Scholarship | Scholarship per student$ 20,000/Yr$20,000 | Level Of StudyMaster | TypeMerit-Based | |
| The Google Lime Scholarship | Scholarship per student$ 10,000/Yr$10,000 | Level Of StudyBachelor | TypeMerit-Based | |
| Ritchie-Jennings Memorial Scholarship Program | Scholarship per student$ 10,000/Yr$10,000 | Level Of StudyBachelor | TypeMerit-Based | |
| Axol Science Scholarship | Scholarship per student$ 2,000/Yr$2,000 | Level Of StudyBachelor | TypeCompany-Sponsored | |
| VueVille Future Technology Scholarship | Scholarship per student$ 1,000/Yr$1,000 | Level Of StudyBachelor | TypeMerit-Based | |
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Similar Programs
| Program | Important Date | Total Fees | Median Exams Score | Action |
|---|---|---|---|---|
| USD 39,472 /Yr |
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-- | USD 29,412 /Yr | |||
Fall 2027 Early application deadline (18th Nov 2026) Fall 2027 Final application deadline (9th Dec 2026) | USD 64,800 /Yr |
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