Strong earnings ceiling, but the bachelor's is not the real credential here
Management Sciences and Quantitative Methods produces impressive long-term earners — Census PSEO puts the 10-year median at $108,545, with the top quartile clearing $147,410. But calling this a "bachelor's field" misreads the data: 74% of all 60,554 completions in 2024 were at the master's level, with USC, NYU, Columbia, and Northwestern among the top producers. The primary destination for bachelor's graduates — General and Operations Managers (SOC 11-1021) — grows at just +4.4% through 2034, barely above the all-occupations baseline of +4.0%. The real demand story is in adjacent roles like data scientists (+33.5%), operations research analysts (+21.5%), and actuaries (+21.8%), but those are not automatic outcomes of a bachelor's in this CIP. Debt is manageable at the bachelor's level: institution-level median debt of $21,648 against year-1 earnings of $62,181 produces a ratio of 0.35, within the healthy threshold. The program's honest pitch is this: a quantitatively rigorous bachelor's opens doors, but the ceiling is a master's degree, and the institutions producing elite outcomes are largely elite universities.
- ROI A
- Employment B+
- Debt burden A−
- Projected demand C+
Management Sciences and Quantitative Methods sits at an unusual intersection: the credential title sounds like a business administration degree, but the top producers are USC, Columbia, Northwestern, and Georgia Tech — and 74% of all completions flow through master's programs, not bachelor's. If you're considering this major as an undergraduate, you're entering a field whose center of gravity is at the graduate level, and that shapes the whole ROI question.
The headline numbers reward examination. Census PSEO puts the 10-year median at $108,545, with the top quartile reaching $147,410 — well above what most business majors produce at the same career stage. But year-1 bachelor's earnings of $62,181 (College Scorecard) tell you this is a degree that takes time to compound, not one that launches you immediately into elite salaries. The primary BLS destination — General and Operations Managers (SOC 11-1021) — grows at just +4.4% through 2034, barely above the all-occupations baseline of +4.0%. The more interesting growth is adjacent: data scientists project +33.5% and actuaries +21.8% through 2034, but those aren't automatic outcomes of any bachelor's in this CIP.
Federal debt data isn't published at the field level for this CIP code, so every debt ratio on this page uses the institution-level average of $21,648 across 630 producing schools — not a credential-specific number. The rest of this page breaks down what each path actually costs, earns, and unlocks.
- ✓ Census PSEO shows 10-year median earnings of $108,545, with the 75th percentile reaching $147,410.
- ✓ Bachelor's debt-to-income ratio is 0.35 ($21,648 debt vs. $62,181 year-1 earnings) — within the healthy 0.40 threshold.
- ✓ Adjacent destination data scientists project +33.5% growth through 2034, with 23,400 annual openings at $112,590 median wage.
- ✓ General and operations managers generate ~309k annual job openings (BLS 2024–2034), making the market exceptionally deep.
- ✓ Three-year loan default rate across 630 producing institutions is 0.002% — borrowers repay without any detectable distress.
- ! General and operations managers — the primary destination — grow just +4.4% through 2034, only barely ahead of the +4.0% baseline.
- ! 74% of 60,554 completions in 2024 were master's degrees; bachelor's completions totaled only 12,493 — this is primarily a graduate-level field.
- ! College Scorecard field-level debt is null for all credential tiers; all debt ratios use the institution-level fallback of $21,648 across 630 schools.
Where management sciences graduates actually land
Census Post-Secondary Employment Outcomes (PSEO)
Earnings by credential level
College Scorecard field-level earnings (years 1–4 post-grad, aggregated across institutions)
What it costs, what you earn, what's left over
College Scorecard field-level debt data is null for every credential tier in this CIP. The debt figure used throughout — $21,648 — is the institution-level median across 630 schools that produce management sciences credentials. That collapse is meaningful: a commuter student at a regional state school and a master's student at Northwestern are folded into the same number. Graduate program costs at elite institutions almost certainly exceed this figure substantially.
With that caveat in place, the ratios at the bachelor's and master's levels are healthy. $21,648 in debt against $62,181 in year-1 bachelor's earnings produces a ratio of 0.35 — comfortably inside the 0.40 healthy threshold. The master's path is even cleaner: the same debt against $97,688 in year-1 earnings produces a ratio of 0.22. Neither is the problem. The associate's path is: $21,648 against $40,459 in year-1 earnings gives a ratio of 0.54, above the threshold and attached to a labor market where only 112 associate's credentials were awarded in 2024. The 3-year loan default rate across all producing institutions is 0.002% — the functional equivalent of zero, and dramatically below the roughly 3% Scorecard-wide average for four-year institutions. This field's graduates repay without measurable distress. Any student financing a graduate program at an elite institution should model actual program costs, not this $21,648 fallback.
The credential paths that actually produce graduates
Scorecard field-level earnings + completions_by_program (most recent year) aggregated by credential tier
Associate's in Management Sciences
A two-year program covering quantitative business methods, basic statistics, and operations concepts. Leads to entry-level analyst or administrative roles, but the year-4 earnings of $54,057 lag far behind bachelor's graduates. The debt-to-income ratio at this level is 0.54 (debt $21,648 vs. $40,459 year-1 earnings) — above the healthy threshold.
- Completions / yr 112
- Year-1 earnings $40,459
- Year-4 earnings $54,057
- Median debt $18,562
- % women 42.9%
- Schools 22
Best treated as a cost-reduction stepping stone toward a bachelor's transfer, not a standalone credential with clear career leverage.
Bachelor's in Management Sciences (BS)
A four-year program blending quantitative methods, operations research, decision analysis, and business strategy. Year-1 median earnings reach $62,181, rising to $86,961 by year four per College Scorecard. Opens access to general management, operations, and analytical roles, with a clear on-ramp toward data science and strategy careers.
- Completions / yr 12,493
- Year-1 earnings $62,181
- Year-4 earnings $86,961
- Median debt $22,245
- % women 38.9%
- Schools 365
The right entry point for most undergrads — this credential is the qualifying floor for the analytical careers where the highest-growth adjacent roles live.
Master's in Management Sciences (MS/MBA track)
The dominant credential in this CIP: 44,474 completions in 2024 versus 12,493 at the bachelor's level. Year-1 median earnings jump to $97,688, reaching $127,042 by year four. The debt-to-income ratio at 0.22 is the cleanest in the field, and elite program producers include USC, NYU, Columbia, and Northwestern.
- Completions / yr 44,474
- Year-1 earnings $97,688
- Year-4 earnings $127,042
- Median debt $41,121
- % women 44.0%
- Schools 366
The credential this field actually runs on — strongly recommended for anyone targeting strategy, analytics leadership, or C-suite trajectory roles.
Doctoral
- Completions / yr 350
- Year-1 earnings —
- Year-4 earnings —
- Median debt $21,648
- % women 43.4%
- Schools 56
The master's is not optional if you're serious about this field — 74% of all completions are at that level for a reason. The bachelor's opens doors; the master's determines the ceiling.
The completions data tells an unusual story. Of 60,554 total management sciences credentials awarded in 2024, 44,474 — nearly three-quarters — were master's degrees. Bachelor's completions totaled just 12,493. That's an inverted structure compared to most academic fields, where the bachelor's is the high-volume tier and graduate credentials are the niche. It signals plainly that this field runs on graduate credentials, not bachelor's degrees. Enrollment is also growing: completions rose from 55,134 in 2023 to 60,554 in 2024.
The earnings gap between the associate's and bachelor's level is stark and grows over time. Associate's graduates earn $40,459 at year one and $54,057 by year four. Bachelor's graduates earn $62,181 at year one and $86,961 by year four — a spread of roughly $33,000 annually by year four. The master's adds another significant premium: $97,688 at year one and $127,042 by year four. Each tier represents a materially different labor market entry point, not just marginal adjustments.
One structural note on demographics: women make up approximately 39% of bachelor's completers and 44% of master's completers — a moderate skew toward male students at both levels. The associate's and certificate paths are small enough (112 and roughly 3,125 completions respectively) that demographic figures there are directional at best. The bridge move — completing a bachelor's then entering a master's program at a target institution — is the realistic path for most students who want the credential this field actually runs on.
Who completes these degrees
IPEDS completions_by_program, most recent year, first-major only
- 2023 55,134
- 2024 60,554
Where graduates land professionally
BLS 2024–2034 Employment Projections via CIP-to-SOC crosswalk
| SOC | Occupation | Employed '24 | Growth | Openings/yr | Median wage | Entry |
|---|---|---|---|---|---|---|
| 11-1021 | General and operations managers | 3.7M | +4.4% | 309k | $102,950 | Bachelor's degree |
| 13-1111 | Management analysts | 1.1M | +8.8% | 98k | $101,190 | Bachelor's degree |
| 11-1011 | Chief executives | 309k | +4.3% | 22k | $206,420 | Bachelor's degree |
| 15-2051 | Data scientists | 246k | +33.5% | 23k | $112,590 | Bachelor's degree |
| 13-2053 | Insurance underwriters | 127k | -2.6% | 8.2k | $79,880 | Bachelor's degree |
| 15-2031 | Operations research analysts | 112k | +21.5% | 9.6k | $91,290 | Bachelor's degree |
| 25-1011 | Business teachers, postsecondary | 103k | +5.7% | 8.1k | $97,270 | Doctoral or professional degree |
| 13-2054 | Financial risk specialists | 61k | +6.5% | 4.8k | $106,000 | Bachelor's degree |
| 25-1022 | Mathematical science teachers, postsecondary | 59k | +2.3% | 4.4k | $79,350 | Doctoral or professional degree |
| 15-2011 | Actuaries | 34k | +21.8% | 2.4k | $125,770 | Bachelor's degree |
The primary baseline destination for management sciences graduates is General and Operations Managers (SOC 11-1021) — the largest management occupation in the US labor market at 3,712.9k employed in 2024. BLS projects +4.4% growth through 2034, with 309k annual job openings and a $102,950 median wage. That growth rate is just 0.4 percentage points above the all-occupations average of +4.0%, which is not a compelling outlier, but 309k annual openings in a single occupation is an enormous absorptive capacity. The market for this career is less about growth and more about scale.
The advanced-practice ceiling reaches significantly higher. Chief Executives (SOC 11-1011) — 309.4k employed, $206,420 median wage — represent the realistic long-term trajectory for graduates who combine this quantitative background with operational leadership experience. BLS projects +4.3% growth with 22k annual openings at that level; it's not a high-growth niche, but it's not a bottleneck either given the broad entry funnel through operations management.
The more compelling growth story runs through adjacent roles. Data Scientists (SOC 15-2051) project +33.5% growth through 2034 with a $112,590 median wage — and a management sciences degree with a strong quantitative methods component can serve as a legitimate on-ramp. Operations Research Analysts (SOC 15-2031) grow +21.5% at $91,290, and Actuaries (SOC 15-2011) grow +21.8% at $125,770. These adjacent roles are not automatic outcomes of a bachelor's in this CIP — they typically require credential specialization or additional certifications. But they sit close enough to the core curriculum that they're realistic targets for students who tailor their path accordingly.
Where demand is growing
State workforce agencies publish their own 10-year projections for general and operations managers — growth varies sharply by state, and where you plan to live changes the calculus.
| Utah | +26.7% | 6,860 openings/yr |
| Texas | +18.5% | 44,420 openings/yr |
| Tennessee | +18.3% | 6,920 openings/yr |
| Wyoming | +17.3% | 740 openings/yr |
| Idaho | +16.7% | 1,640 openings/yr |
| GU | +16.1% | 160 openings/yr |
| Arizona | +15.7% | 9,670 openings/yr |
| Washington | +14.9% | 5,820 openings/yr |
| Texas | 44,420/yr | +18.5% growth |
| California | 24,800/yr | +8.3% growth |
| Florida | 18,110/yr | +13.9% growth |
| Illinois | 16,380/yr | +4.6% growth |
| Ohio | 10,940/yr | +2.9% growth |
Where general and operations managers need a license
21 states and territories license general and operations managers. The degree alone isn't the finish line — plan for the credential your state requires before you can practice.
Schools producing the most graduates
Volume, not quality — completion counts across all credentials. See our rankings pages for outcome-weighted school scores.
- 2,363
- 21,955
- 1,686
- 1,679
- 1,614
- 1,293
- 1,260
- 1,154
- 1,145
- 101,078
Pursue management sciences at the bachelor's level if you want the quantitative business foundation — but go in with a clear plan to add the master's. The earnings data is unambiguous: bachelor's year-4 median is $86,961; master's year-4 median is $127,042. That $40,000 gap is not noise. The debt-to-income ratio at the bachelor's level is 0.35 — healthy — and the master's level is 0.22, cleaner still. The field's top credential producers (USC, NYU, Columbia, Northwestern, Georgia Tech) operate primarily as graduate programs, which means the undergraduate entry point matters for building toward the right master's admission, not as an endpoint.
The recommendation flips in two cases. First: anyone who views the bachelor's as a final destination and plans to enter operations management directly. That's a legitimate career path — General and Operations Managers employ 3.7 million people with 309k annual openings — but it's not the path this major's earnings premium is built on. The 10-year median of $108,545 in Census PSEO data reflects a population that largely went further than the bachelor's. Second: anyone drawn to this major purely for the management label rather than the quantitative methods curriculum. The CIP title is Management Sciences — the "sciences" is not decorative. If linear programming, decision analysis, and statistical modeling sound like obstacles rather than tools, this is the wrong entry point into business. There are broader business administration programs better suited to that goal.
Informed inquiries
Is a bachelor's in management sciences actually useful, or do I need a master's to get anywhere?
The bachelor's is genuinely useful, but the data is honest about the field's center of gravity. Of 60,554 management sciences credentials awarded in 2024, 44,474 — 74% — were master's degrees. Year-1 median earnings for bachelor's graduates are $62,181 (College Scorecard), respectable but substantially below the $97,688 master's graduates earn in year one. The bachelor's opens access to analytical and operations management roles, including General and Operations Managers (SOC 11-1021) — the primary destination at $102,950 median wage with 309k annual openings. But the elite producers of this credential (USC, NYU, Columbia, Northwestern) are primarily graduate programs. A bachelor's from a regional school in management sciences has a different outcome profile than a master's from those institutions.
What jobs do management sciences graduates actually get — is it just becoming a manager?
The primary destination is General and Operations Managers (SOC 11-1021) — 3.7 million employed in 2024, $102,950 median wage, with 309k annual openings and +4.4% projected growth through 2034. That's a legitimate, deep job market. But the more interesting story is in adjacent roles that this quantitative background also feeds. Data Scientists (SOC 15-2051) project +33.5% growth and pay $112,590 — the fastest growing adjacent role in this field's crosswalk. Operations Research Analysts (SOC 15-2031) grow +21.5% at $91,290. Actuaries (SOC 15-2011) grow +21.8% at $125,770. Management Analysts (SOC 13-1111) add another 98.1k annual openings at $101,190. These adjacent roles are not guaranteed outcomes of any management sciences bachelor's — they often require either a quantitative focus within the degree or additional credentials.
Is the debt load reasonable given what this major actually pays?
At the bachelor's level, yes — the numbers work cleanly. College Scorecard field-level debt data is sparse for all credential tiers in this CIP, so the debt figure used throughout is the institution-level average of $21,648 across 630 producing schools — not a credential-specific number. Against year-1 bachelor's earnings of $62,181, that produces a debt-to-income ratio of 0.35, inside the healthy 0.40 threshold. The master's path looks even stronger: $21,648 against $97,688 in year-one earnings is a ratio of 0.22. The associate's path is the problem: the same debt against $40,459 in year-1 earnings pushes the ratio to 0.54 — above the threshold. One important caveat: the $21,648 institution-level figure almost certainly understates what elite graduate programs at USC or Columbia actually cost. Graduate-level debt is likely higher.
How do earnings change over time — does this degree actually pay off in the long run?
The trajectory is strong. Census PSEO shows the year-1 median is $59,563, rising to $83,687 at year five and $108,545 at year ten. The 75th percentile at year ten reaches $147,410 — and the 25th percentile is $78,747, meaning even lower earners in this field are above six figures at the decade mark. That's a compelling long-run picture. The spread between the 25th and 75th percentile widens over time: at year one, the gap runs from $45,030 to $74,988 — a $29,958 range. At year ten, it runs from $78,747 to $147,410 — a $68,663 range. Outcomes diverge significantly over a career, which means the institution you attend and the roles you pursue within the broad management sciences label matter a great deal.
Should I bother with the associate's degree in management sciences, or is that a waste of time?
As a standalone credential, the associate's in management sciences is a poor investment. Only 112 completions were awarded at that level in 2024, meaning it's a marginal path in a field that doesn't have an established associate's-to-career pipeline. Year-1 earnings of $40,459 against $21,648 in debt produces a ratio of 0.54 — above the healthy threshold. By year four, earnings reach $54,057 — nearly $33,000 less annually than bachelor's graduates at the same point. The 22 institutions offering this credential (vs. 365 offering bachelor's programs) tells you the market itself hasn't built around it. The only defensible use case: completing an associate's at low cost while building the transfer application for a four-year program. The associate's is not a destination here — treat it as a bridge or skip it.
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