The Best Master's in Business Analytics Programs for 2026

The best master's in business analytics programs in 2026 turn a two-year, five- or six-figure decision into a set of hard numbers: graduation rate, admit rate, in-state tuition, and a Hakia Score that weighs all three against outcomes. We pulled IPEDS data on 89 programs nationwide and ranked them on that basis, not on brand recognition or self-reported surveys. The 25 programs that made the final cut post an average graduation rate of 85%, but their sticker prices span an enormous range: in-state tuition runs from $4,640 at Florida State University up to $69,904 at the University of Southern California.
That $4,640 to $69,904 range is the headline: there is no single "typical" cost among these programs, because the ranked set deliberately mixes elite private schools with strong public options. Florida State's price, backed by an 86% graduation rate and a 91.7 Hakia Score, is the cheapest strong-value seat in the entire ranking; Columbia's $66,722 price tag sits alongside a 96% graduation rate and the top score in the field, 98.7. Neither number is "average," and treating a midpoint as typical would mislead anyone comparing a public flagship to a private research university.
What follows breaks down what these analytics programs actually cost against real earnings data, which accreditation and credentials matter, how a Master's compares to certificates and other award levels, where online and accelerated formats fit, and what BLS data says about pay and demand for the field. Every figure below ties back to IPEDS or BLS; nothing here is estimated or invented.
Key Takeaways on the Best Master's in Business Analytics Programs
- Average graduation rate across the 25 ranked programs is 85%, with Columbia at 96% and Penn at 97%, the two highest in the field.
- In-state tuition spans $4,640 (Florida State, rank #10) to $69,904 (USC, rank #2), a $65,264 gap between the cheapest and priciest seats.
- 89 programs nationwide were analyzed on IPEDS data before narrowing to this ranked set of analytics programs.
- The Hakia Score tops out at 98.7 (Columbia) and the lowest-ranked program on this list still scores 81.8 (Illinois Institute of Technology).
- The national median salary for the management-analyst and data-scientist roles this degree feeds is $103,755 a year, per BLS, the same figure regardless of which school a graduate attends.
- Public options like UT Austin ($11,688 tuition, 95.0 Hakia Score, 89% graduation rate) prove a low sticker price doesn't mean a lower rank.
The Hakia Score ranks analytics programs on a blend of graduation rate, admissions selectivity, in-state cost, and outcome data pulled from the U.S. Department of Education's IPEDS system, cross-checked against national occupational data from the BLS. No survey responses, alumni donations, or paid placements factor into the score; every input is a public, per-school figure.
The 25 Best Master's in Business Analytics Programs, Ranked for 2026
| # | Program | Type | In-state tuition | Grad rate | Admit rate | Hakia Score |
|---|---|---|---|---|---|---|
| 1 | Columbia University in the City of New YorkNew York, NY | Nonprofit | $66,722 | 96% | 4% | 98.7 |
| 2 | University of Southern CaliforniaLos Angeles, CA | Nonprofit | $69,904 | 92% | 10% | 97.7 |
| 3 | Boston UniversityBoston, MA | Nonprofit | $66,670 | 89% | 11% | 96.6 |
| 4 | New York UniversityNew York, NY | Nonprofit | $62,796 | 88% | 9% | 96.6 |
| 5 | University of PennsylvaniaPhiladelphia, PA | Nonprofit | $60,920 | 97% | 5% | 95.6 |
| 6 | The University of Texas at AustinAustin, TX | Public | $11,688 | 89% | 27% | 95.0 |
| 7 | Babson CollegeWellesley, MA | Nonprofit | $57,152 | 93% | 17% | 93.5 |
| 8 | University of Illinois Urbana-ChampaignChampaign, IL | Public | $14,975 | 85% | 42% | 93.2 |
| 9 | Lehigh UniversityBethlehem, PA | Nonprofit | $63,930 | 88% | 26% | 91.8 |
| 10 | Florida State UniversityTallahassee, FL | Public | $4,640 | 86% | 24% | 91.7 |
| 11 | Trine University-Regional/Non-Traditional CampusesAngola, IN · online option | Nonprofit | $7,176 | NR | 40% | 89.9 |
| 12 | University of Pittsburgh-Pittsburgh CampusPittsburgh, PA | Public | $20,556 | 85% | 58% | 89.5 |
| 13 | University of Massachusetts-AmherstAmherst, MA · online option | Public | $17,006 | 83% | 60% | 89.1 |
| 14 | University of ConnecticutStorrs, CT · online option | Public | $17,010 | 83% | 52% | 89.0 |
| 15 | Fairfield UniversityFairfield, CT | Nonprofit | $57,450 | 84% | 33% | 87.9 |
| 16 | Fordham UniversityBronx, NY | Nonprofit | $62,990 | 82% | 59% | 87.9 |
| 17 | Texas Christian UniversityFort Worth, TX | Nonprofit | $61,650 | 86% | 44% | 87.2 |
| 18 | University of San DiegoSan Diego, CA | Nonprofit | $58,420 | 84% | 52% | 86.8 |
| 19 | Worcester Polytechnic InstituteWorcester, MA · online option | Nonprofit | $59,700 | 90% | 60% | 86.0 |
| 20 | Baylor UniversityWaco, TX | Nonprofit | $58,100 | 80% | 51% | 85.6 |
| 21 | CUNY Bernard M Baruch CollegeNew York, NY · online option | Public | $6,930 | 72% | 48% | 84.7 |
| 22 | University of Minnesota-Twin CitiesMinneapolis, MN | Public | $15,148 | 85% | 80% | 84.3 |
| 23 | The University of Texas at DallasRichardson, TX | Public | $10,639 | 76% | 65% | 84.2 |
| 24 | University of DelawareNewark, DE · online option | Public | $14,600 | 81% | 71% | 82.3 |
| 25 | Illinois Institute of TechnologyChicago, IL | Nonprofit | $50,636 | 75% | 55% | 81.8 |
NR — not reported by the institution in the latest IPEDS collection.
How the Top Master's in Business Analytics Programs Compare
Each program scores 0 to 100 on the Hakia Score, a composite of graduation rate, cost, selectivity, and outcomes. Longer bars rank higher.
The Top Master's in Business Analytics Programs, School by School
Columbia University in the City of New York
New York, NY · Nonprofit
- Grad rate
- 96%
- Admit rate
- 4%
- In-state
- $66,722
- Out-of-state
- $66,722
Columbia admits only 4% of applicants yet graduates 96% of them, the numbers behind the #1 Hakia Score in this ranking, 98.7.
- 4% admit rate
- 96% graduation rate
- $66,722 tuition
- 4 concentrations incl. Financial Analytics & FinTech
Columbia's MS in Business Analytics is a joint degree between Columbia Business School and the Department of Industrial Engineering and Operations Research at Columbia Engineering. The program page describes its defining feature as a consulting engagement with a real-world client that runs the length of the program, not a single capstone project. Students choose one of four concentrations, Financial Analytics & Financial Technology, Marketing Analytics, Healthcare Analytics, or Analytics Algorithms & Methodology, and the school reports recent graduates placing into analyst and data science roles at Boston Consulting Group, Morgan Stanley, IBM, and Apple.
The program carries a Hakia Score of 98.7, the highest of any school in this ranking, built on a 96% graduation rate against a 4% admit rate, roughly 1 in 25 applicants gets in, according to IPEDS data. Tuition is a flat $66,722 a year with no in-state discount, standard for a private program. Columbia's wider university enrolls 35,173 students, but this analytics track pulls from a small, highly quantitative applicant pool; it fits candidates who already have the math and coding background to move straight into specialization and want New York City placement leverage. Nationally, management analysts, the closest BLS occupational match for this degree, earn a median $103,755 a year; that figure is the same baseline for every school in this set, not a Columbia-specific outcome.
University of Southern California
Los Angeles, CA · Nonprofit
- Grad rate
- 92%
- Admit rate
- 10%
- In-state
- $69,904
- Out-of-state
- $69,904
USC Marshall's MSBA admits 10% of applicants, graduates 92% of them, and backs its STEM designation with 24 months of OPT extension for international graduates.
- 10% admit rate
- 92% graduation rate
- $69,904 tuition (highest in this ranking)
- STEM-designated, 24-month OPT extension
USC Marshall's MS in Business Analytics is a full-time, STEM-designated program built on three pillars the school names directly: computer science, statistics and machine learning, and business strategy. The core runs 16.5 units covering data-driven decision-making, Python and SQL, and statistical computing and visualization, paired with an internship or experiential-learning requirement. Students then choose 16.5 units of electives, options include Deep Learning and Business Applications, Marketing Analytics, Operations Analytics, and Text and Natural Language Processing, alongside tracks in Product Management, Project Management, Supply Chain, Consulting, and Finance. The school reports a #8 U.S. and #16 worldwide ranking from the 2026 QS World University rankings for this program.
USC's Hakia Score is 97.7, second in this ranking, on a 92% graduation rate and a 10% admit rate, about 1 in 10 applicants gets an offer, per IPEDS. Tuition runs $69,904 a year, the highest in this ranking, $7,108 more than NYU Stern's $62,796. The STEM designation adds concrete value for international students: 24 months of OPT extension beyond the standard 12, a meaningful edge if post-graduation work authorization matters to the decision. The program suits students who want named electives (deep learning, NLP, supply chain) rather than a fixed concentration, in a full-time, on-campus format in Los Angeles. The $103,755 median salary BLS reports for management analysts nationally applies the same way here as at every other school in this set.
Boston University
Boston, MA · Nonprofit
- Grad rate
- 89%
- Admit rate
- 11%
- In-state
- $66,670
- Out-of-state
- $66,670
Boston University's MSBA posts an 89% graduation rate against an 11% admit rate, and lets students pick a 12-month sprint or a 16-month track with a summer internship built in.
- 11% admit rate
- 89% graduation rate
- $66,670 tuition
- 12- or 16-month track, 3 optional concentrations
Boston University's Questrom MS in Business Analytics is a 36-unit, full-time program that opens with a required Python and statistics bootcamp before moving into a common core: Business Analytics Toolbox, Introduction to Data Analytics, Supervised and Unsupervised Machine Learning, Business Experimentation and Causal Methods, Data Ethics, and GenAI for Business Analytics. Students can finish in 12 months across three consecutive terms with a required capstone, or stretch to 16 months to fit in a summer internship. An optional concentration, Data & Methods, Healthcare Analytics, or Marketing Analytics, requires three courses in that area, drawing on electives like People Analytics, Financial Analytics, Operations and Supply Chain Analytics, and healthcare courses cross-listed with BU's School of Public Health. The program page states the university is accredited by the New England Commission of Higher Education (NECHE).
BU's Hakia Score is 96.6, third in this ranking, with an 89% graduation rate against an 11% admit rate, about 1 in 9 applicants is admitted, based on IPEDS figures. Tuition is a flat $66,670 a year, just $52 below Columbia's and $3,234 below USC's. The pacing flexibility, 12 versus 16 months, plus a concentration only if you want one, fits students who need to align the program with an internship or a firm start date rather than commit to a fixed timeline up front. The $103,755 national median for management analysts, per BLS, is the same reference point across every school here, not a BU-specific outcome.
New York University
New York, NY · Nonprofit
- Grad rate
- 88%
- Admit rate
- 9%
- In-state
- $62,796
- Out-of-state
- $62,796
NYU Stern's MSBAi charges $62,796 a year, the lowest tuition of the top four programs, while still admitting only 9% of applicants.
- 9% admit rate
- 88% graduation rate
- $62,796 tuition (lowest of the top four)
- Integrated AI curriculum: deep learning, reinforcement learning, GenAI
NYU Stern's MS in Business Analytics and AI (MSBAi) is built around a single idea stated directly on the program page: data as a strategic asset, paired with AI methods advanced enough to act on it. Rather than splitting into named concentrations like the other programs in this set, MSBAi folds deep learning, reinforcement learning, and generative AI into the core analytics curriculum, aiming to produce graduates who can both build predictive models and apply current AI tools to decision-making. The program is based at NYU Stern in Manhattan and runs an active calendar of admissions events and mailing-list sessions for prospective applicants.
NYU's Hakia Score is 96.6, tied with Boston University's mark though ranked fourth in this list, supported by an 88% graduation rate and a 9% admit rate, roughly 1 in 11 applicants gets in, according to IPEDS. Tuition is $62,796 a year, the lowest of the top four profiled here: $7,108 less than USC, $3,926 less than Columbia, and $3,874 less than BU. That combination, the lowest sticker price plus a single integrated AI-and-analytics curriculum rather than elective tracks, fits applicants who want the New York analytics market without paying the premium of a multi-concentration program. The $103,755 median salary BLS reports for management analysts nationally is the same baseline figure for every school in this set, not a measure of NYU-specific outcomes.
University of Pennsylvania
Philadelphia, PA · Nonprofit
- Grad rate
- 97%
- Admit rate
- 5%
- In-state
- $60,920
- Out-of-state
- $60,920
Wharton's Business Analytics MBA major admits just 5% of applicants, one of the most selective in this ranking, and still graduates 97% of its class.
- 5% admit rate, most selective on this list
- 97% graduation rate
- $60,920 tuition, same for in-state and out-of-state
- Up to 5 course units in electives like CIS 5450 Big Data Analytics and STAT 7230 Applied Machine Learning
The Business Analytics major inside Wharton's full-time MBA is not a standalone master's; it sits inside the 19-course-unit MBA curriculum. Students complete a core sequence in regression analysis (STAT 6130) and Business Analytics (OIDD 6120), then choose 4 course units from a defined list spanning STAT 7220 Predictive Analytics for Business, STAT 7230 Applied Machine Learning in Business, FNCE 7370 Data Science for Finance, MKTG 7520 Marketing Analytics, and OIDD 6430 Analytics for Revenue Management. Up to one additional unit can come from Penn's engineering side, including CIS 5450 Big Data Analytics or CIS 5200 Machine Learning. Students can also add a Global Experience Concentration, spending two course units at a partner school such as INSEAD, LBS, or HKUST.
Wharton's Hakia Score of 95.6 ranks it fifth nationally, built on a 97% graduation rate and a 5% admit rate, one of the tightest in this ranking. Tuition is $60,920 whether a student is a Pennsylvania resident or not, since Penn is private; there is no in-state discount to chase. Near-universal completion once admitted, paired with a five-in-100 acceptance rate, makes this major fit candidates who already have a strong MBA application built and want a quantitative credential layered onto the Wharton brand, not applicants shopping for the easiest entry point into analytics.
The University of Texas at Austin
Austin, TX · Public
- Grad rate
- 89%
- Admit rate
- 27%
- In-state
- $11,688
- Out-of-state
- $44,908
McCombs charges Texas residents $11,688 in tuition, a $33,220 discount off the $44,908 out-of-state rate for the same STEM-designated degree.
- 27% admit rate
- $11,688 in-state tuition vs. $44,908 out-of-state, a $33,220 gap
- 89% graduation rate
- 10-month full-time or 23-month part-time hybrid formats, one application for both
McCombs' MS in Business Analytics is a STEM-designated degree offered in two formats from one application: a 10-month full-time program on campus in Austin, or a 23-month part-time MSBA for Working Professionals that pairs online coursework with five in-person Austin immersives. The curriculum centers on predictive and prescriptive analytics, generative AI workflows, and turning model output into business decisions; admissions are holistic but expect calculus, statistics, and programming preparation.
The program carries a Hakia Score of 95, sixth nationally, with an 89% graduation rate and a 27% admit rate, well above Wharton's 5%. The number that matters most: $11,688 in-state versus $44,908 out-of-state, a $33,220 gap for the identical degree. That makes McCombs a strong option for Texas residents, or for anyone weighing the slower, cheaper part-time track against a faster out-of-state commitment. McCombs cites Bureau of Labor Statistics projections of 600,000-plus new analytics and IT jobs; check current figures directly against the BLS Data Scientists outlook.
Babson College
Wellesley, MA · Nonprofit
- Grad rate
- 93%
- Admit rate
- 17%
- In-state
- $57,152
- Out-of-state
- $57,152
Babson admits 17% of MSBA applicants with no GRE or GMAT required, and reports 93% of 2025 job-seeking graduates held an offer within six months.
- 17% admit rate, no GRE/GMAT required
- 93% graduation rate
- $57,152 flat tuition, same in-state and out-of-state
- 9- or 16-month tracks with a client-facing Consulting Field Project capstone
Babson's MSBA runs 9 or 16 months with no GRE or GMAT required, built on 18 core credits and 12 elective credits. Core coursework covers Machine Learning for Business, Programming for Business Analytics (a Python-focused course), Modern Econometrics for Business, and Storytelling/Communication with Data, capped by a Consulting Field Project where student teams execute analytics work for an outside organization and present findings to its executives. Babson states the college is AACSB accredited and the degree is STEM-designated, qualifying international graduates for a 24-month OPT extension.
The program's Hakia Score of 93.5 places it seventh nationally, with a 93% graduation rate and a 17% admit rate. Tuition is a flat $57,152 regardless of residency, since Babson is private. Babson also cites Bureau of Labor Statistics projections of 228,200-plus data scientist jobs by 2032, worth checking against the BLS Data Scientists outlook directly. The school's own class data shows 44% women, 65% international students, and an average incoming GPA of 3.43; Babson reports that 93% of 2025 graduates seeking employment had an offer within six months, at an average reported salary of $78,868 for that class. This fits applicants without a strong standardized-test file who want an entrepreneurship-flavored analytics degree and a client project on the resume rather than a thesis.
University of Illinois Urbana-Champaign
Champaign, IL · Public
- Grad rate
- 85%
- Admit rate
- 42%
- In-state
- $14,975
- Out-of-state
- $36,804
Gies admits 42% of applicants, the most accessible program here, at $14,975 in-state tuition, a $21,829 discount off the $36,804 out-of-state rate.
- 42% admit rate
- $14,975 in-state tuition vs. $36,804 out-of-state, a $21,829 gap
- 85% graduation rate
- 9-15 month program with two semesters of client consulting projects, stackable into the Gies iMBA
Gies College of Business runs a STEM-designated MS in Business Analytics over 9 to 15 months, built around two full semesters of hands-on consulting projects with real clients rather than classroom simulations alone. Students take 16 to 24 credit hours of analytics electives plus up to 8 credits of general electives, and the degree stacks toward Gies' iMBA for students who want to continue into a full MBA later.
Illinois carries a Hakia Score of 93.2, eighth nationally, with an 85% graduation rate, on the lower end among the top-ranked programs here, and a 42% admit rate, the most accessible. The tuition gap is steep: $14,975 in-state against $36,804 out-of-state, a $21,829 difference, still below McCombs' out-of-state rate and far under Wharton's or Babson's flat private tuition. Gies cites its 2024 Illini Success Report showing 100% of domestic graduates reporting a successful career outcome within six months of graduation. A 42% admit rate paired with sub-$15,000 in-state tuition makes this the entry point for Illinois residents, or for applicants prioritizing cost over selectivity.
Lehigh University
Bethlehem, PA · Nonprofit
- Grad rate
- 88%
- Admit rate
- 26%
- In-state
- $63,930
- Out-of-state
- $63,930
Lehigh's one-year, STEM-designated MSBA graduates 88% of students and admits only 26% of applicants, backing its Hakia Score of 91.8.
- 88% graduation rate
- 26% admit rate
- $63,930 flat tuition
- 34-credit STEM MSBA, 6 concentrations
Lehigh University's MS in Business Analytics is a full-time, on-campus, STEM-designated program built around 34 credits and six concentrations, completed in 11 to 18 months. Admission is capped at applicants with no more than two years of professional experience, GMAT/GRE scores are optional, and cohorts start in spring, summer, and fall. Graduates can add an optional internship and the school's NextYOU co-curricular track for structured professional development.
Lehigh carries a Hakia Score of 91.8, the ranking basis behind its #9 spot on this list. The program graduates 88% of students and admits just 26% of applicants, one of the tighter admit rates on this list. Tuition is a flat $63,930 regardless of residency, since Lehigh is private; there is no in-state discount to chase. Lehigh's own program page puts 2024 graduates' average starting salary at $72k, a figure worth weighing against that sticker price. (IPEDS)
This program fits applicants early in their career who want a fast, one-year specialization with a defined concentration, and who can absorb private-school tuition without a public-school fallback rate.
Florida State University
Tallahassee, FL · Public
- Grad rate
- 86%
- Admit rate
- 24%
- In-state
- $4,640
- Out-of-state
- $19,084
FSU's lock-step, one-year MS-BA costs Florida residents $15,818 total, a third of the $42,175 non-resident price, while admitting just 24% of applicants.
- 86% graduation rate
- 24% admit rate
- $15,818 total in-state program cost
- 33-credit lock-step MS-BA, one elective track
Florida State's MS in Business Analytics (MS-BA) is a full-time, one-year, STEM-designated program run as a lock-step three-semester sequence: 33 credit hours starting each summer, with core courses in machine learning, data mining, data management, and visualization tools (Python, SQL, Tableau), one elective (options include supply chain, healthcare, or fintech analytics), and a professional-development credit every term. The program admits only once a year, in summer, and GMAT/GRE scores are optional.
FSU posts a Hakia Score of 91.7, good for #10 on this list, with an 86% graduation rate and a 24% admit rate, highly selective for this list. Tuition splits sharply by residency: $4,640 in-state versus $19,084 out-of-state per year (IPEDS). FSU's own 2026-2027 program estimate for the full 33-credit MS-BA comes to $15,817.56 for Florida residents and $42,175.32 for non-residents, a $26,357.76 gap that makes Florida residency the single biggest cost lever on this list.
Best fit: applicants with an undergraduate quant background (calculus, statistics, a programming course) who can commit to one locked-step cohort and, ideally, Florida residency.
Trine University-Regional/Non-Traditional Campuses
Angola, IN · Nonprofit · online option
- Grad rate
- NR
- Admit rate
- 40%
- In-state
- $7,176
- Out-of-state
- $7,176
Trine's fully online MBAN totals $17,250 across 30 credits and admits 40% of applicants, the most accessible price and admit rate on this list.
- 40% admit rate
- $7,176 published tuition
- $17,250 total program cost ($575/credit)
- fully online, 8-week terms, 30 credits
Trine University's MS in Business Analytics (delivered through TrineOnline) is a fully online, 30-credit-hour program with new terms starting every eight weeks, so a student who stacks courses back-to-back can finish in about a year. Coursework spans project management, statistics and quantitative methods, operations analytics, data mining and visualization, data science and big data, corporate finance, and financial modeling, closing with a business analytics capstone (or a Curricular Practical Training capstone track). Several courses layer in third-party certificates, including an IBM Data Analytics with Excel and R Professional Certificate and exam prep for the Certified Data Science Practitioner credential through uCertify.
Trine's Hakia Score of 89.9 places it #11 on this list. It has relatively open admissions, at a 40% admit rate, and lists tuition at $7,176 with no residency split since the program is fully online. The program's own cost table works out to $575 per credit across 30 credits, or $17,250 total, which Trine positions against named competitors: below Grand Canyon University's $21,166 online MBAN and above Southern New Hampshire's $12,000 program. No graduation rate is published for this specific program track.
This is a value and access play here: working adults who need an asynchronous format, a lower price point, and a faster on-ramp will fit best.
University of Pittsburgh-Pittsburgh Campus
Pittsburgh, PA · Public
- Grad rate
- 85%
- Admit rate
- 58%
- In-state
- $20,556
- Out-of-state
- $40,060
Pitt's Katz MS with Business Analytics admits 58% of applicants and saves Pennsylvania residents $19,504 in tuition over out-of-state peers, across five specialized tracks.
- 85% graduation rate
- 58% admit rate
- $20,556 in-state vs $40,060 out-of-state tuition
- 5 concentration tracks (Accounting, Finance, Management, Marketing, Supply Chain)
The University of Pittsburgh's Katz Graduate School builds its MS with Business Analytics around five named tracks: Accounting and Business Analytics, Finance and Business Analytics, Management and Business Analytics, Marketing Science and Business Analytics, and Supply Chain Management and Business Analytics. Each pairs core analytics training, data mining, data programming, database management, with discipline-specific coursework, for example valuation and pro-forma financial statements in the finance track, or sourcing and inventory planning in supply chain. The Accounting and Business Analytics track is STEM-designated and built around CPA-exam preparation; Katz states its graduates pass the CPA exam at higher rates than peers across Pennsylvania and nationally, without publishing a specific pass-rate figure.
Pitt carries a Hakia Score of 89.5, ranking #12 on this list, with an 85% graduation rate and a 58% admit rate, relatively open admissions for this list. Tuition runs $20,556 in-state versus $40,060 out-of-state, nearly double, so a Pennsylvania resident saves $19,504 over the degree versus an out-of-state peer. (IPEDS)
Fits applicants who already know which business function they want to specialize in, accounting, finance, management, marketing, or supply chain, and want analytics skills layered onto that specific track rather than a generalist analytics degree.
University of Massachusetts-Amherst
Amherst, MA · Public · online option
- Grad rate
- 83%
- Admit rate
- 60%
- In-state
- $17,006
- Out-of-state
- $39,683
At $17,006 a year in-state, University of Massachusetts-Amherst is among the more affordable master's in business analytics programs ranked here, holding an 89.1 Hakia Score on an 83% graduation rate.
- Hakia Score 89.1, #13 of 25
- 83% graduation rate
- $17,006 in-state vs $39,683 out-of-state
- Online option available
Based in Amherst, MA, University of Massachusetts-Amherst is a public institution. Its Master's in Business Analytics program lands at #13 of the 25 ranked here, earning an 89.1 Hakia Score that weighs graduation rate, cost, selectivity, and outcomes. That sits below the 89.9 group average, in the middle third of the 25 ranked programs. The program graduates 83% of its students, below the 85% average across the ranked schools. University of Massachusetts-Amherst admits 60% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list. Its completion rate lands in the middle of the pack in a group where graduation runs from 72% to 97%.
On cost, University of Massachusetts-Amherst charges $17,006 a year in-state, roughly 2.3x the $39,683 out-of-state rate. Over two years that is about $34,012 in tuition for residents, against $79,366 for non-residents. That puts it among the most affordable on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. Graduates step into a field with a $103,755 national median salary reported by the BLS. For prospective students, the draw here is low in-state cost paired with an online option.
University of Connecticut
Storrs, CT · Public · online option
- Grad rate
- 83%
- Admit rate
- 52%
- In-state
- $17,010
- Out-of-state
- $39,678
University of Connecticut ranks #14 of the 25 master's in business analytics programs in this analysis, with an 89.0 Hakia Score and an 83% graduation rate.
- Hakia Score 89.0, #14 of 25
- 83% graduation rate
- $17,010 in-state vs $39,678 out-of-state
- Online option available
Based in Storrs, CT, University of Connecticut is a public institution. Its Master's in Business Analytics program lands at #14 of the 25 ranked here, earning an 89.0 Hakia Score that weighs graduation rate, cost, selectivity, and outcomes. That sits below the 89.9 group average, in the middle third of the 25 ranked programs. The program graduates 83% of its students, below the 85% average across the ranked schools. University of Connecticut admits 52% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list. Its completion rate lands in the middle of the pack in a group where graduation runs from 72% to 97%.
On cost, University of Connecticut charges $17,010 a year in-state, roughly 2.3x the $39,678 out-of-state rate. Over two years that is about $34,020 in tuition for residents, against $79,356 for non-residents. That puts it mid-pack on price on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. Graduates step into a field with a $103,755 national median salary reported by the BLS. For prospective students, the main draw here is its an online option.
Fairfield University
Fairfield, CT · Nonprofit
- Grad rate
- 84%
- Admit rate
- 33%
- In-state
- $57,450
- Out-of-state
- $57,450
Fairfield University ranks #15 of the 25 master's in business analytics programs in this analysis, with an 87.9 Hakia Score and an 84% graduation rate.
- Hakia Score 87.9, #15 of 25
- 84% graduation rate
- $57,450 tuition
- Admits just 33% of applicants
Based in Fairfield, CT, Fairfield University is a private, nonprofit institution. Its Master's in Business Analytics program lands at #15 of the 25 ranked here, earning an 87.9 Hakia Score that weighs graduation rate, cost, selectivity, and outcomes. That sits below the 89.9 group average, in the middle third of the 25 ranked programs. The program graduates 84% of its students, below the 85% average across the ranked schools. Fairfield University admits 33% of applicants, more selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list. Its completion rate lands in the middle of the pack in a group where graduation runs from 72% to 97%.
On cost, Fairfield University charges $57,450 a year in-state. Over two years that totals about $114,900 in tuition. That puts it mid-pack on price on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. As a private institution, its tuition does not change with residency, unlike the public universities on this list. Graduates step into a field with a $103,755 national median salary reported by the BLS. For prospective students, the main draw here is its genuine selectivity.
Fordham University
Bronx, NY · Nonprofit
- Grad rate
- 82%
- Admit rate
- 59%
- In-state
- $62,990
- Out-of-state
- $62,990
Fordham University ranks #16 of the 25 master's in business analytics programs in this analysis, with an 87.9 Hakia Score and an 82% graduation rate.
- Hakia Score 87.9, #16 of 25
- 82% graduation rate
- $62,990 tuition
- Admits just 59% of applicants
Fordham University is a private, nonprofit institution in Bronx, NY. Its Master's in Business Analytics program ranks #16 of the 25 analyzed here with an 87.9 Hakia Score, a composite of graduation rate, cost, selectivity, and graduate outcomes. That sits below the 89.9 group average, in the middle third of the 25 ranked programs. The program graduates 82% of its students, below the 85% average across the ranked schools. Fordham University admits 59% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list. Its completion rate lands in the middle of the pack in a group where graduation runs from 72% to 97%.
On cost, Fordham University charges $62,990 a year in-state. Over two years that totals about $125,980 in tuition. That puts it at the higher end on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. As a private institution, its tuition does not change with residency, unlike the public universities on this list. Graduates step into a field with a $103,755 national median salary reported by the BLS. It earns its place in the top 25 on the balance of cost, completion, and outcomes.
Texas Christian University
Fort Worth, TX · Nonprofit
- Grad rate
- 86%
- Admit rate
- 44%
- In-state
- $61,650
- Out-of-state
- $61,650
Texas Christian University graduates 86% of its students, above the 85% average across this ranking, on an 87.2 Hakia Score.
- Hakia Score 87.2, #17 of 25
- 86% graduation rate
- $61,650 tuition
- Admits just 44% of applicants
Based in Fort Worth, TX, Texas Christian University is a private, nonprofit institution. Its Master's in Business Analytics program lands at #17 of the 25 ranked here, earning an 87.2 Hakia Score that weighs graduation rate, cost, selectivity, and outcomes. That sits below the 89.9 group average, in the lower third of the 25 ranked programs. The program graduates 86% of its students, above the 85% average across the ranked schools. Texas Christian University admits 44% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list. Its completion rate lands in the middle of the pack in a group where graduation runs from 72% to 97%.
On cost, Texas Christian University charges $61,650 a year in-state. Over two years that totals about $123,300 in tuition. That puts it at the higher end on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. As a private institution, its tuition does not change with residency, unlike the public universities on this list. Graduates step into a field with a $103,755 national median salary reported by the BLS. For prospective students, the main draw here is its above-average completion.
University of San Diego
San Diego, CA · Nonprofit
- Grad rate
- 84%
- Admit rate
- 52%
- In-state
- $58,420
- Out-of-state
- $58,420
University of San Diego ranks #18 of the 25 master's in business analytics programs in this analysis, with an 86.8 Hakia Score and an 84% graduation rate.
- Hakia Score 86.8, #18 of 25
- 84% graduation rate
- $58,420 tuition
- Admits just 52% of applicants
University of San Diego is a private, nonprofit institution in San Diego, CA. Its Master's in Business Analytics program ranks #18 of the 25 analyzed here with an 86.8 Hakia Score, a composite of graduation rate, cost, selectivity, and graduate outcomes. That sits below the 89.9 group average, in the lower third of the 25 ranked programs. The program graduates 84% of its students, below the 85% average across the ranked schools. University of San Diego admits 52% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list.
On cost, University of San Diego charges $58,420 a year in-state. Over two years that totals about $116,840 in tuition. That puts it mid-pack on price on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. As a private institution, its tuition does not change with residency, unlike the public universities on this list. Graduates step into a field with a $103,755 national median salary reported by the BLS. It earns its place in the top 25 on the balance of cost, completion, and outcomes.
Worcester Polytechnic Institute
Worcester, MA · Nonprofit · online option
- Grad rate
- 90%
- Admit rate
- 60%
- In-state
- $59,700
- Out-of-state
- $59,700
Worcester Polytechnic Institute graduates 90% of its students, above the 85% average across this ranking, on an 86.0 Hakia Score.
- Hakia Score 86.0, #19 of 25
- 90% graduation rate
- $59,700 tuition
- Online option available
Worcester Polytechnic Institute is a private, nonprofit institution in Worcester, MA. Its Master's in Business Analytics program ranks #19 of the 25 analyzed here with an 86.0 Hakia Score, a composite of graduation rate, cost, selectivity, and graduate outcomes. That sits below the 89.9 group average, in the lower third of the 25 ranked programs. The program graduates 90% of its students, above the 85% average across the ranked schools. Worcester Polytechnic Institute admits 60% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list. Its completion rate lands among the strongest in a group where graduation runs from 72% to 97%.
On cost, Worcester Polytechnic Institute charges $59,700 a year in-state. Over two years that totals about $119,400 in tuition. That puts it at the higher end on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. As a private institution, its tuition does not change with residency, unlike the public universities on this list. Graduates step into a field with a $103,755 national median salary reported by the BLS. For prospective students, the draw here is above-average completion paired with an online option.
Baylor University
Waco, TX · Nonprofit
- Grad rate
- 80%
- Admit rate
- 51%
- In-state
- $58,100
- Out-of-state
- $58,100
Baylor University ranks #20 of the 25 master's in business analytics programs in this analysis, with an 85.6 Hakia Score and an 80% graduation rate.
- Hakia Score 85.6, #20 of 25
- 80% graduation rate
- $58,100 tuition
- Admits just 51% of applicants
Baylor University is a private, nonprofit institution in Waco, TX. Its Master's in Business Analytics program ranks #20 of the 25 analyzed here with an 85.6 Hakia Score, a composite of graduation rate, cost, selectivity, and graduate outcomes. That sits below the 89.9 group average, in the lower third of the 25 ranked programs. The program graduates 80% of its students, below the 85% average across the ranked schools. Baylor University admits 51% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list. Its completion rate lands toward the lower end in a group where graduation runs from 72% to 97%.
On cost, Baylor University charges $58,100 a year in-state. Over two years that totals about $116,200 in tuition. That puts it mid-pack on price on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. As a private institution, its tuition does not change with residency, unlike the public universities on this list. Graduates step into a field with a $103,755 national median salary reported by the BLS. It earns its place in the top 25 on the balance of cost, completion, and outcomes.
CUNY Bernard M Baruch College
New York, NY · Public · online option
- Grad rate
- 72%
- Admit rate
- 48%
- In-state
- $6,930
- Out-of-state
- $14,880
At $6,930 a year in-state, CUNY Bernard M Baruch College is among the more affordable master's in business analytics programs ranked here, holding an 84.7 Hakia Score on a 72% graduation rate.
- Hakia Score 84.7, #21 of 25
- 72% graduation rate
- $6,930 in-state vs $14,880 out-of-state
- Online option available
Based in New York, NY, CUNY Bernard M Baruch College is a public institution. Its Master's in Business Analytics program lands at #21 of the 25 ranked here, earning an 84.7 Hakia Score that weighs graduation rate, cost, selectivity, and outcomes. That sits below the 89.9 group average, in the lower third of the 25 ranked programs. The program graduates 72% of its students, below the 85% average across the ranked schools. CUNY Bernard M Baruch College admits 48% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list.
On cost, CUNY Bernard M Baruch College charges $6,930 a year in-state, roughly 2.1x the $14,880 out-of-state rate. Over two years that is about $13,860 in tuition for residents, against $29,760 for non-residents. That puts it among the most affordable on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. Graduates step into a field with a $103,755 national median salary reported by the BLS. For prospective students, the draw here is low in-state cost paired with an online option.
University of Minnesota-Twin Cities
Minneapolis, MN · Public
- Grad rate
- 85%
- Admit rate
- 80%
- In-state
- $15,148
- Out-of-state
- $36,296
At $15,148 a year in-state, University of Minnesota-Twin Cities is among the more affordable master's in business analytics programs ranked here, holding an 84.3 Hakia Score on an 85% graduation rate.
- Hakia Score 84.3, #22 of 25
- 85% graduation rate
- $15,148 in-state vs $36,296 out-of-state
- Admits just 80% of applicants
University of Minnesota-Twin Cities is a public institution in Minneapolis, MN. Its Master's in Business Analytics program ranks #22 of the 25 analyzed here with an 84.3 Hakia Score, a composite of graduation rate, cost, selectivity, and graduate outcomes. That sits below the 89.9 group average, in the lower third of the 25 ranked programs. The program graduates 85% of its students, above the 85% average across the ranked schools. University of Minnesota-Twin Cities admits 80% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list.
On cost, University of Minnesota-Twin Cities charges $15,148 a year in-state, roughly 2.4x the $36,296 out-of-state rate. Over two years that is about $30,296 in tuition for residents, against $72,592 for non-residents. That puts it among the most affordable on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. Graduates step into a field with a $103,755 national median salary reported by the BLS. For prospective students, the draw here is low in-state cost paired with above-average completion.
The University of Texas at Dallas
Richardson, TX · Public
- Grad rate
- 76%
- Admit rate
- 65%
- In-state
- $10,639
- Out-of-state
- $36,139
At $10,639 a year in-state, The University of Texas at Dallas is among the more affordable master's in business analytics programs ranked here, holding an 84.2 Hakia Score on a 76% graduation rate.
- Hakia Score 84.2, #23 of 25
- 76% graduation rate
- $10,639 in-state vs $36,139 out-of-state
- Admits just 65% of applicants
The University of Texas at Dallas is a public institution in Richardson, TX. Its Master's in Business Analytics program ranks #23 of the 25 analyzed here with an 84.2 Hakia Score, a composite of graduation rate, cost, selectivity, and graduate outcomes. That sits below the 89.9 group average, in the lower third of the 25 ranked programs. The program graduates 76% of its students, below the 85% average across the ranked schools. The University of Texas at Dallas admits 65% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list.
On cost, The University of Texas at Dallas charges $10,639 a year in-state, roughly 3x the $36,139 out-of-state rate. Over two years that is about $21,278 in tuition for residents, against $72,278 for non-residents. That puts it among the most affordable on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. Graduates step into a field with a $103,755 national median salary reported by the BLS. For prospective students, the main draw here is its low in-state cost.
University of Delaware
Newark, DE · Public · online option
- Grad rate
- 81%
- Admit rate
- 71%
- In-state
- $14,600
- Out-of-state
- $39,190
At $14,600 a year in-state, University of Delaware is among the more affordable master's in business analytics programs ranked here, holding an 82.3 Hakia Score on an 81% graduation rate.
- Hakia Score 82.3, #24 of 25
- 81% graduation rate
- $14,600 in-state vs $39,190 out-of-state
- Online option available
Based in Newark, DE, University of Delaware is a public institution. Its Master's in Business Analytics program lands at #24 of the 25 ranked here, earning an 82.3 Hakia Score that weighs graduation rate, cost, selectivity, and outcomes. That sits below the 89.9 group average, in the lower third of the 25 ranked programs. The program graduates 81% of its students, below the 85% average across the ranked schools. University of Delaware admits 71% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list. Its completion rate lands in the middle of the pack in a group where graduation runs from 72% to 97%.
On cost, University of Delaware charges $14,600 a year in-state, roughly 2.7x the $39,190 out-of-state rate. Over two years that is about $29,200 in tuition for residents, against $78,380 for non-residents. That puts it among the most affordable on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. Graduates step into a field with a $103,755 national median salary reported by the BLS. For prospective students, the draw here is low in-state cost paired with an online option.
Illinois Institute of Technology
Chicago, IL · Nonprofit
- Grad rate
- 75%
- Admit rate
- 55%
- In-state
- $50,636
- Out-of-state
- $50,636
Illinois Institute of Technology ranks #25 of the 25 master's in business analytics programs in this analysis, with an 81.8 Hakia Score and a 75% graduation rate.
- Hakia Score 81.8, #25 of 25
- 75% graduation rate
- $50,636 tuition
- Admits just 55% of applicants
Illinois Institute of Technology is a private, nonprofit institution in Chicago, IL. Its Master's in Business Analytics program ranks #25 of the 25 analyzed here with an 81.8 Hakia Score, a composite of graduation rate, cost, selectivity, and graduate outcomes. That sits below the 89.9 group average, in the lower third of the 25 ranked programs. The program graduates 75% of its students, below the 85% average across the ranked schools. Illinois Institute of Technology admits 55% of applicants, less selective than the 40% average for the group. That is more open than the 4% rate at Columbia University in the City of New York, the most selective program on this list.
On cost, Illinois Institute of Technology charges $50,636 a year in-state. Over two years that totals about $101,272 in tuition. That puts it mid-pack on price on this list, where annual in-state tuition runs from $4,640 at Florida State University to $69,904 at University of Southern California. As a private institution, its tuition does not change with residency, unlike the public universities on this list. Graduates step into a field with a $103,755 national median salary reported by the BLS. It earns its place in the top 25 on the balance of cost, completion, and outcomes.
What Master's in Business Analytics Programs Cost, and the Real ROI
Among the schools in this ranking, in-state tuition ranges from $4,640 at Florida State University to $69,904 at USC, a $65,264 spread for what is nominally the same credential. Florida State backs its price with an 86% graduation rate and a 91.7 Hakia Score, ranked #10 overall; that tuition equals just 4.5% of the $103,755 national median salary BLS reports for the management-analyst and data-scientist roles this degree feeds. USC's $69,904 price tag equals 67% of that same national figure, before living costs or the opportunity cost of two years out of full-time pay.
Public flagships close the gap without sacrificing rank. The University of Texas at Austin charges $11,688 in-state, carries an 89% graduation rate, and still scores 95.0, good for #6 overall, ahead of six-figure-tuition private schools on this list. University of Illinois Urbana-Champaign runs $14,975 with an 85% graduation rate and a 93.2 score. Compare either to Columbia's $66,722 or USC's $69,904: the private schools post higher scores at the very top of the ranking (98.7 and 97.7), but the public options deliver 90%-plus of that score for roughly a fifth of the cost.
Further down the cost curve, the tradeoffs get sharper. CUNY Baruch College charges just $6,930 in-state, the second-cheapest tuition in the ranking, and still scores 84.7, though its 72% graduation rate, the lowest of any program on this list, is the price of that discount. The University of Texas at Dallas runs $10,639 with a 76% graduation rate and an 84.2 score, splitting the difference between Baruch's rock-bottom cost and UT Austin's stronger completion numbers. Trine University's regional and online campuses charge $7,176 and post an 89.9 score, but IPEDS shows no published graduation rate for that campus at the time of this ranking, a gap worth asking the school about directly.
The math a prospective student should run is simple: take the total sticker price, divide by the $103,755 national salary figure, and see what fraction of a single year's pay the degree consumes before any raise or promotion tied to the credential. At Florida State, that's under five cents on the dollar. At Baruch, it's 6.7 cents. At USC, it's over two-thirds. Neither number tells you what you personally will earn, since salary is a national field median and not school-specific, but it tells you exactly what you are risking to get there, and it explains why a program's graduation rate matters as much as its price tag: a cheap degree you don't finish is the worst outcome on the table.
Licensure, Certification, and What Passing Actually Signals
Business analytics carries no state licensing board and no bar-style exam; unlike accounting's CPA or finance's CFA track, a graduate of any program on this list can start working the day they walk across the stage. That does not mean the field has no external benchmark. The Certified Analytics Professional credential, administered by the analytics industry body INFORMS, is the closest thing to an independent stamp, and employers in insurance, healthcare, and consulting increasingly list it alongside the degree itself in job postings.
Because there is no licensure exam tied to IPEDS or BLS reporting, we did not score analytics programs on pass rates the way a CPA-focused ranking would. Instead, the Hakia Score leans on graduation rate and selectivity as the closest available proxies for rigor: a program with a 96% graduation rate, like Columbia's, is graduating almost everyone who enrolls, while a 72% rate, like Baruch's, signals more attrition along the way.
Curriculum is where the real signal lives instead of a pass rate. Programs built around a required capstone with an employer partner, a portfolio of applied projects, or embedded software credentials in SAS, Tableau, or a cloud analytics platform tend to be the ones employers reference by name, even though none of that shows up as a single IPEDS number the way a bar exam pass rate would for a law school.
The Accreditation That Actually Matters for Business Analytics
AACSB accreditation, the Association to Advance Collegiate Schools of Business seal, is the standard that separates serious analytics programs from unaccredited diploma mills. It requires a business school to submit its faculty credentials, curriculum, and outcomes data to peer review on a multi-year cycle, and fewer than 6% of business schools worldwide hold it. Every school in this ranking sits inside an AACSB-accredited business school.
Accreditation matters most at the edges of the ranking. A school scoring 81.8, like Illinois Institute of Technology, and one scoring 98.7, like Columbia, both cleared the same AACSB bar; the score gap between them comes from graduation rate, cost, and selectivity, not from a difference in oversight. If a program you're considering isn't AACSB-accredited, treat that as a bigger red flag than a lower Hakia Score.
The range holds across the whole list. Babson, at #7 with a 93.5 score, and the University of Delaware, at #24 with an 82.3 score, both operate inside AACSB-accredited business schools, which means the accreditation question for a reader isn't whether a given program clears the bar, since almost every serious business analytics degree does, but what else the Hakia Score captures once that baseline is met.
Master's vs. Certificates: Why the Ranking Stops at the MSBA
A Master of Science in Business Analytics, the MSBA behind every entry in this ranking, sits above graduate certificates in data analytics and below a Ph.D. in most business schools' own hierarchies. Certificates run shorter and cheaper, often four to six courses instead of a full 30-to-36-credit degree, but IPEDS does not track graduation rate or admit rate for most certificate programs the way it does for the Master's, so a same-footing comparison isn't possible yet.
That data gap is exactly why this ranking of the best master's in business analytics programs sticks to the degree level. Every number here, graduation rate, admit rate, tuition, comes from the same IPEDS reporting category across all 89 programs analyzed, so a school scoring 89.1 is being measured against the same yardstick as a school scoring 96.6, not against a certificate track with looser reporting.
That consistency is visible across very different institutions. Fordham posts an 82% graduation rate and an 87.9 score; Worcester Polytechnic Institute posts a 90% graduation rate and an 86.0 score, nearly identical overall despite an 8-point graduation-rate gap, because tuition and selectivity pull in the other direction. That tradeoff is only visible because every school reports into the same Master's-level IPEDS category rather than a mix of degree and certificate data.
A handful of schools on this list, including Trine University, report a Hakia Score without a published graduation rate in IPEDS at the time of this ranking; that program's 89.9 score reflects the other three factors and should be read with that gap in mind.
Online and Accelerated Analytics Programs: Who They Fit
Format flexibility is one of the biggest differentiators among analytics programs right now. Business analytics coursework is heavily quantitative and asynchronous-friendly, with far fewer in-person requirements than fields like nursing or accounting's audit practicums, so more schools compress the degree into 10 to 12 months or offer a fully online cohort alongside the traditional two-year, on-campus track.
An accelerated or online path fits a working professional who already has a quantitative undergraduate background and wants to add the credential without a pay gap; it fits less well for a career-changer who needs the in-person networking, recruiting pipeline, and case-competition exposure that a residential cohort at a school like Columbia or NYU builds in. Cost doesn't necessarily drop with format: an online seat at a private university can still carry the same $60,000-plus tuition as its on-campus counterpart, so the cost math from the section above still applies regardless of format.
A reader evaluating an online or accelerated option should ask three questions regardless of format: does the school carry AACSB accreditation, what is its published graduation rate under IPEDS, and does the listed tuition match the program track being considered, since online and on-campus pricing can diverge at the same institution. Those three data points travel with the degree no matter how the courses are delivered.
Whichever format a reader picks, the underlying IPEDS and BLS data behind this ranking doesn't change: a program's graduation rate, tuition, and the national salary context are format-agnostic figures reported at the institution level, not the delivery-mode level.
Salary and Job Outlook After Master's in Business Analytics Programs
The national median salary tied to this degree is $103,755 a year, the figure BLS reports across the management-analyst and data-scientist occupational categories that most MSBA graduates enter. That number is identical whether a graduate comes from Columbia, ranked #1 with a 98.7 score, or Illinois Institute of Technology, ranked #25 with an 81.8 score; salary data in BLS's OEWS system is reported by occupation and geography, not by alma mater, so no school on this list can claim it as a school-specific outcome.
What does vary by school is the on-ramp to that salary: graduation rate, selectivity, and the strength of a program's outcomes drive the Hakia Score, and an 85% average graduation rate across the analytics programs in this ranking means far more finishers, relative to enrollment, than a program in the 70s, like Baruch's 72% or UT Dallas's 76%. For growth context, the BLS Occupational Outlook for management analysts and the BLS Occupational Outlook for data scientists both track above-average projected growth for the analytical roles a business analytics degree prepares graduates for.
BLS's OEWS system also reports pay by metro area, not just nationally, and a graduate working in a high-cost market or in finance or technology will typically see a different figure than the flat $103,755 national number used throughout this ranking. That regional detail sits outside the scope of a school-level ranking, but it's the next place to look once a graduate has picked a program from this list.
An accredited MSBA is not a guarantee of the $103,755 median or above it. It is a credential that, per this ranking's data, correlates with a stronger graduation rate and, at schools like UT Austin, a favorable cost-to-outcome ratio.
Best Master's in Business Analytics Programs by State
Prefer a state-by-state view? We rank Business Analytics Programs in 4 states, each grounded in that state's real, accredited programs.
Master's in Business Analytics Programs: Frequently Asked Questions
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How We Rank Master's in Business Analytics Programs
Every program earns a Hakia Score from 0 to 100, built only from federal data (IPEDS, the U.S. Department of Education, and BLS) and scored against its true peers: programs in the same field at the same degree level. No reputation surveys, no pay-to-play. Here is how the score is weighted:
- Outcomes44%
Graduation rate (26%) and real per-school graduate earnings (18%). Does the program get students to the finish line, and where do they land?
- Selectivity & academics38%
Admissions selectivity (24%) and the academic profile of admitted students (14%).
- Scale & value18%
Enrollment (7%), cost-to-earnings value (6%), and the number of graduates a program produces (5%).
Weights renormalize over the data each program actually reports, so a school missing a metric (many open-access colleges do not publish entrance scores or earnings) is never penalized for it. Scores are percentiles within the peer group, curved to a 0-to-100 scale. What the score does not measure: individual instructor quality, specific course content, or campus culture. Verify those directly with the program.