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Rankings / By State

Best Data Science Colleges in Minnesota

By David Krug, Co-Founder, CollegeRanker Updated 2026-07-13 33 schools Agent Insights
33
Schools
$56,919
Avg. Earnings
56%
Avg. Graduation
$18,460
Avg. Net Price
$18,520
Avg. Debt

CollegeRanker Research

What Surprised Us Most

  1. Graduate earnings span a wide band on this list, from $42,162 at the low end to $76,786 at the top. That 1.8× spread shows how much outcomes vary within a single category.

  2. University of Minnesota-Morris offers the strongest payback. Graduates earn a median of $50,919 against $8,837 in annual net price, the best earnings-to-cost ratio in this ranking.

  3. The most budget-friendly option on this list is University of Minnesota-Morris, at $8,837 annually in net price.

  4. Completion rates separate this field: Carleton College graduates 90% of its students, well above the 56% list average. Finishing what you start matters as much as where you start.

  5. Debt-to-earnings ratios favor Dakota County Technical College: graduates owe only 0.21× their yearly income, the most manageable debt burden on the list.

Surprising Comparisons

The Takeaway

The through line among the top-ranked schools is plain. They pair solid graduate earnings with affordable costs and meaningful social mobility. Prestige and selectivity matter far less than whether students end up better off.

What This Means for Students

Your shortlist should start with University of Minnesota-Morris and Carleton College. For each school, look up the net price your family would actually pay, weigh it against typical graduate earnings, and build the decision around the return instead of the name recognition.

Why this ranking matters

Technology is one of the higher-return fields in the economy, but the payoff depends heavily on where you study it. Graduates of these programs earn a median of about $57K within a decade, and data scientist roles are projected to grow 36%. We rank programs by the outcomes they produce for graduates, not by reputation.

How we measure this — full methodology →

How we rank · 4 pillars

Economic outcomes30%
Social mobility35%
Value (earnings vs. cost)20%
Academic quality15%

Federal-source data only. Build your own weighting →

$108,020
Median pay · Data Scientist
BLS occupation data
36%
Projected job growth
BLS outlook
$57K
Median grad earnings
10 yrs after entry
$18K
Average net price
After grants/aid
Data Behind This Page Updated 2026-07-13
33 institutions ranked
2026-07-13 Last updated
100% Public / federal sources

Source datasets

Methodology

Schools are scored on the CollegeRanker 4-Pillar Algorithm: Economic Outcomes (30%), Social Mobility (25–35%), Academic Quality (15–20%), and Value (20–25%). Every weight is published and every figure traces to a public dataset.

See the full methodology and weights →

Confidence notes

  • Earnings, completion, and debt figures come from federal administrative records — tax data and student-aid filings — not surveys or self-reports, the highest-confidence tier of education data available.
  • Social-mobility estimates are drawn from de-identified tax records covering more than 30 million students (Opportunity Insights).
  • Where an institution is missing a metric, it is excluded from that metric rather than imputed, so averages are never inflated by guesses.

Limitations

  • Federal earnings data primarily cover students who received federal financial aid; outcomes for non-aided students may differ.
  • Earnings are measured roughly ten years after enrollment, so they describe how earlier cohorts fared — historical outcomes, not guarantees of future results.
  • An institution's field-of-study mix affects raw earnings; scores reflect measured outcomes and are not fully major-adjusted unless explicitly noted.
  • Net price is an average; the actual cost a given student pays varies widely by family income.

At a Glance

How the Top Schools Compare

School Earnings Net Price Graduation Score
1
Carleton College
#1 overall
$75,525
▲ +33% vs avg
$25,407 90%
84
2
$76,786
▲ +35% vs avg
$25,672 76%
75
3
Macalester College
#3 overall
$63,878
▲ +12% vs avg
$32,149 89%
74
$65,607
▲ +15% vs avg
$22,900 76%
72
$61,511
▲ +8% vs avg
$26,939 65%
71

Score uses our 4-pillar methodology. Earnings % is vs. this list's average.

See full ranking →

Executive Summary

Best Data Science Colleges in Minnesota

This analysis ranks 33 institutions on graduate earnings, social mobility, completion, and cost. Across the list, alumni earn a median of $56,919 ten years after enrolling, against an average graduation rate of 56% and an average net price of $18,460.

Key takeaways

Data Insight

110%
Private nonprofit colleges cost 110% more in net price than publics, while their graduates earn 21% more.
Based on CollegeRanker’s analysis of 5,745 U.S. institutions (n=3,655). Mean net price and mean 10-year earnings by ownership type (College Scorecard).

Technology Workforce Analysis

What does this ranking tell us about the technology workforce?

$56,922

Median earnings (10yr)

56%

Median graduation rate

$16,863

Median net price

1.5%

Avg. mobility rate

Technology hiring rewards ability over credentials more than any other field on this site. Toolchains turn over every few years, so computing and data-science programs compete on employer connections, project-based learning, and curriculum currency. The programs that teach fundamentals and learning agility produce the graduates who last.

The median graduation rate across these 33 schools is 56%. Median graduate earnings reach $56,922 ten years after enrollment, roughly $8,922 more than the national worker average of $48,000. Average net price, the cost after grants, is $16,863 a year, and median federal debt at graduation is about $19,500. Some 25% of students receive Pell grants, and mobility, the share of low-income students who reach the top quintile, averages 1.5%.

In tech, what you can do matters more than where you studied. Graduates on this list earn a median of $56,922 ten years after enrollment. Programs with industry partnerships, co-op placements, and current curricula keep delivering through a cyclical hiring market.

The podium

Build your ranking

Drag a pillar — schools re-rank live.

Academic 15%
Economic 30%
Social mobility 35%
Value 20%

Tip: Check the box on any 2–4 schools below to compare them side by side.

Full rankings

1
·
Carleton College

Northfield, MN · 20% accepted · $25,407 net

84

Why it ranks #1

Carleton College lands at #1 with a 84/100 composite, led by academic quality (91/100) and pulled down by value per dollar (62/100). Graduates earn a median $75,525 a decade after enrolling, 33% above this list's average, and net price runs $25,407 a year, above the field. Academics score well here, yet mobility (35%) and value (20%) carry the most weight, so outcome-per-dollar sets the final position.

Pillar breakdown

Academic
91
Economic
76
Social mobility
83
Value
62
View full profile →
2
·
Saint Johns University

Collegeville, MN · 91% accepted · $25,672 net

75

Why it ranks #2

Saint Johns University lands at #2 with a 75/100 composite, led by social mobility (87/100) and pulled down by value per dollar (53/100). Graduates earn a median $76,786 a decade after enrolling, 35% above this list's average, and net price runs $25,672 a year, above the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that mobility is what puts it near the top.

Pillar breakdown

Academic
77
Economic
74
Social mobility
87
Value
53
View full profile →
3
·
Macalester College

Saint Paul, MN · 29% accepted · $32,149 net

74

Why it ranks #3

Macalester College lands at #3 with a 74/100 composite, led by academic quality (89/100) and pulled down by value per dollar (52/100). Graduates earn a median $63,878 a decade after enrolling, 12% above this list's average, and net price runs $32,149 a year, above the field. Academics score well here, yet mobility (35%) and value (20%) carry the most weight, so outcome-per-dollar sets the final position.

Pillar breakdown

Academic
89
Economic
68
Social mobility
83
Value
52
View full profile →
4
·
Gustavus Adolphus College

Saint Peter, MN · 61% accepted · $22,900 net

72

Why it ranks #4

Gustavus Adolphus College lands at #4 with a 72/100 composite, led by social mobility (82/100) and pulled down by value per dollar (53/100). Graduates earn a median $65,607 a decade after enrolling, 15% above this list's average, and net price runs $22,900 a year, above the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that mobility is what puts it near the top.

Pillar breakdown

Academic
79
Economic
69
Social mobility
82
Value
53
View full profile →
5
·
Dunwoody College of Technology

Minneapolis, MN · 99% accepted · $26,939 net

71

Why it ranks #5

Dunwoody College of Technology lands at #5 with a 71/100 composite, led by social mobility (84/100) and pulled down by value per dollar (47/100). Graduates earn a median $61,511 a decade after enrolling, 8% above this list's average, and net price runs $26,939 a year, above the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that mobility is what puts it near the top.

Pillar breakdown

Academic
67
Economic
72
Social mobility
84
Value
47
View full profile →
6
·
The College of Saint Scholastica

Duluth, MN · 93% accepted · $27,846 net

70

Why it ranks #6

The College of Saint Scholastica lands at #6 with a 70/100 composite, led by social mobility (82/100) and pulled down by value per dollar (52/100). Graduates earn a median $65,934 a decade after enrolling, 16% above this list's average, and net price runs $27,846 a year, above the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that mobility is what puts it near the top.

Pillar breakdown

Academic
66
Economic
73
Social mobility
82
Value
52
View full profile →
7
·
University of Minnesota-Twin Cities

Minneapolis, MN · 80% accepted · $16,778 net

69

Why it ranks #7

University of Minnesota-Twin Cities lands at #7 with a 69/100 composite, led by academic quality (85/100) and pulled down by social mobility (55/100). Graduates earn a median $69,020 a decade after enrolling, 21% above this list's average, and net price runs $16,778 a year, well under the field. Academics score well here, yet mobility (35%) and value (20%) carry the most weight, so outcome-per-dollar sets the final position.

Pillar breakdown

Academic
85
Economic
74
Social mobility
55
Value
70
View full profile →
8
·
Saint Mary's University of Minnesota

Winona, MN · 93% accepted · $11,704 net

69

Why it ranks #8

Saint Mary's University of Minnesota lands at #8 with a 69/100 composite, led by social mobility (82/100) and pulled down by value per dollar (60/100). Graduates earn a median $58,170 a decade after enrolling, 2% above this list's average, and net price runs $11,704 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that mobility is what puts it near the top.

Pillar breakdown

Academic
63
Economic
68
Social mobility
82
Value
60
View full profile →
9
·
Augsburg University

Minneapolis, MN · 82% accepted · $23,873 net

69

Why it ranks #9

Augsburg University lands at #9 with a 69/100 composite, led by social mobility (86/100) and pulled down by value per dollar (41/100). Graduates earn a median $58,829 a decade after enrolling, 3% above this list's average, and net price runs $23,873 a year, above the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that mobility is what puts it near the top.

Pillar breakdown

Academic
64
Economic
67
Social mobility
86
Value
41
View full profile →
10
·
University of Minnesota-Morris

Morris, MN · 75% accepted · $8,837 net

68

Why it ranks #10

University of Minnesota-Morris lands at #10 with a 68/100 composite, led by value per dollar (77/100) and pulled down by social mobility (64/100). Graduates earn a median $50,919 a decade after enrolling, 11% below this list's average, and net price runs $8,837 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what puts it near the top, even with below-average salaries.

Pillar breakdown

Academic
76
Economic
66
Social mobility
64
Value
77
View full profile →
11
·
Concordia College at Moorhead

Moorhead, MN · 63% accepted · $24,902 net

67

Why it ranks #11

Concordia College at Moorhead lands at #11 with a 67/100 composite, led by social mobility (82/100) and pulled down by value per dollar (45/100). Graduates earn a median $59,317 a decade after enrolling, 4% above this list's average, and net price runs $24,902 a year, above the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that mobility is what carries it up the list.

Pillar breakdown

Academic
71
Economic
67
Social mobility
82
Value
45
View full profile →
12
·
Metropolitan State University

Saint Paul, MN · 99% accepted · $16,863 net

66

Why it ranks #12

Metropolitan State University lands at #12 with a 66/100 composite, led by economic outcomes (73/100) and pulled down by social mobility (52/100). Graduates earn a median $64,705 a decade after enrolling, 14% above this list's average, and net price runs $16,863 a year, well under the field. Strong earnings drive the rank, but with mobility weighted 35% and value 20%, salary alone can only take a school so far.

Pillar breakdown

Academic
55
Economic
73
Social mobility
52
Value
63
View full profile →
13
·
University of Minnesota-Duluth

Duluth, MN · 89% accepted · $18,743 net

65

Why it ranks #13

University of Minnesota-Duluth lands at #13 with a 65/100 composite, led by economic outcomes (70/100) and pulled down by social mobility (58/100). Graduates earn a median $62,616 a decade after enrolling, 10% above this list's average, and net price runs $18,743 a year. Strong earnings drive the rank, but with mobility weighted 35% and value 20%, salary alone can only take a school so far.

Pillar breakdown

Academic
70
Economic
70
Social mobility
58
Value
64
View full profile →
14
·
St Olaf College

Northfield, MN · 48% accepted · $23,874 net

63

Why it ranks #14

St Olaf College lands at #14 with a 63/100 composite, led by academic quality (82/100) and pulled down by value per dollar (57/100). Graduates earn a median $65,543 a decade after enrolling, 15% above this list's average, and net price runs $23,874 a year, above the field. Academics score well here, yet mobility (35%) and value (20%) carry the most weight, so outcome-per-dollar sets the final position.

Pillar breakdown

Academic
82
Economic
69
Social mobility
60
Value
57
View full profile →
15
·
Saint Cloud State University

Saint Cloud, MN · 95% accepted · $13,529 net

63

Why it ranks #15

Saint Cloud State University lands at #15 with a 63/100 composite, led by value per dollar (70/100) and pulled down by social mobility (56/100). Graduates earn a median $55,813 a decade after enrolling, 2% below this list's average, and net price runs $13,529 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
61
Economic
68
Social mobility
56
Value
70
View full profile →
16
·
Winona State University

Winona, MN · 75% accepted · $17,503 net

62

Why it ranks #16

Winona State University lands at #16 with a 62/100 composite, led by economic outcomes (69/100) and pulled down by social mobility (60/100). Graduates earn a median $58,532 a decade after enrolling, 3% above this list's average, and net price runs $17,503 a year. Strong earnings drive the rank, but with mobility weighted 35% and value 20%, salary alone can only take a school so far.

Pillar breakdown

Academic
64
Economic
69
Social mobility
60
Value
61
View full profile →
17
·
North Hennepin Community College

Brooklyn Park, MN · $12,186 net

62

Why it ranks #17

North Hennepin Community College lands at #17 with a 62/100 composite, led by value per dollar (74/100) and pulled down by social mobility (47/100). Graduates earn a median $51,142 a decade after enrolling, 10% below this list's average, and net price runs $12,186 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
48
Economic
68
Social mobility
47
Value
74
View full profile →
18
·
University of St Thomas

Saint Paul, MN · 85% accepted · $29,155 net

61

Why it ranks #18

University of St Thomas lands at #18 with a 61/100 composite, led by economic outcomes (74/100) and pulled down by value per dollar (40/100). Graduates earn a median $73,739 a decade after enrolling, 30% above this list's average, and net price runs $29,155 a year, above the field. Strong earnings drive the rank, but with mobility weighted 35% and value 20%, salary alone can only take a school so far.

Pillar breakdown

Academic
73
Economic
74
Social mobility
Value
40
View full profile →
19
·
Minnesota State University-Mankato

Mankato, MN · 88% accepted · $19,139 net

61

Why it ranks #19

Minnesota State University-Mankato lands at #19 with a 61/100 composite, led by economic outcomes (68/100) and pulled down by social mobility (57/100). Graduates earn a median $56,922 a decade after enrolling, 0% above this list's average, and net price runs $19,139 a year. Strong earnings drive the rank, but with mobility weighted 35% and value 20%, salary alone can only take a school so far.

Pillar breakdown

Academic
66
Economic
68
Social mobility
57
Value
60
View full profile →
20
·
Minnesota State University Moorhead

Moorhead, MN · 59% accepted · $17,997 net

61

Why it ranks #20

Minnesota State University Moorhead lands at #20 with a 61/100 composite, led by economic outcomes (66/100) and pulled down by social mobility (60/100). Graduates earn a median $50,527 a decade after enrolling, 11% below this list's average, and net price runs $17,997 a year. Strong earnings drive the rank, but with mobility weighted 35% and value 20%, salary alone can only take a school so far.

Pillar breakdown

Academic
63
Economic
66
Social mobility
60
Value
61
View full profile →
21
·
South Central College

North Mankato, MN · $9,082 net

60

Why it ranks #21

South Central College lands at #21 with a 60/100 composite, led by value per dollar (79/100) and pulled down by academic quality (49/100). Graduates earn a median $45,068 a decade after enrolling, 21% below this list's average, and net price runs $9,082 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
49
Economic
67
Social mobility
55
Value
79
View full profile →
22
·
Alexandria Technical & Community College

Alexandria, MN · $13,691 net

59

Why it ranks #22

Alexandria Technical & Community College lands at #22 with a 59/100 composite, led by value per dollar (76/100) and pulled down by social mobility (54/100). Graduates earn a median $49,393 a decade after enrolling, 13% below this list's average, and net price runs $13,691 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
62
Economic
70
Social mobility
54
Value
76
View full profile →
23
·
Concordia University-Saint Paul

Saint Paul, MN · 79% accepted · $18,462 net

59

Why it ranks #23

Concordia University-Saint Paul lands at #23 with a 59/100 composite, led by economic outcomes (70/100) and pulled down by academic quality (55/100). Graduates earn a median $59,871 a decade after enrolling, 5% above this list's average, and net price runs $18,462 a year. Strong earnings drive the rank, but with mobility weighted 35% and value 20%, salary alone can only take a school so far.

Pillar breakdown

Academic
55
Economic
70
Social mobility
61
Value
57
View full profile →
24
·
Normandale Community College

Bloomington, MN · $12,972 net

59

Why it ranks #24

Normandale Community College lands at #24 with a 59/100 composite, led by value per dollar (75/100) and pulled down by academic quality (50/100). Graduates earn a median $50,207 a decade after enrolling, 12% below this list's average, and net price runs $12,972 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
50
Economic
69
Social mobility
56
Value
75
View full profile →
25
·
Dakota County Technical College

Rosemount, MN · $13,548 net

59

Why it ranks #25

Dakota County Technical College lands at #25 with a 59/100 composite, led by value per dollar (74/100) and pulled down by social mobility (55/100). Graduates earn a median $51,938 a decade after enrolling, 9% below this list's average, and net price runs $13,548 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
58
Economic
70
Social mobility
55
Value
74
View full profile →
26
·
St Cloud Technical and Community College

Saint Cloud, MN · $9,635 net

59

Why it ranks #26

St Cloud Technical and Community College lands at #26 with a 59/100 composite, led by value per dollar (78/100) and pulled down by academic quality (54/100). Graduates earn a median $46,874 a decade after enrolling, 18% below this list's average, and net price runs $9,635 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
54
Economic
68
Social mobility
56
Value
78
View full profile →
27
·
Southwest Minnesota State University

Marshall, MN · 62% accepted · $15,291 net

59

Why it ranks #27

Southwest Minnesota State University lands at #27 with a 59/100 composite, led by value per dollar (69/100) and pulled down by social mobility (53/100). Graduates earn a median $51,342 a decade after enrolling, 10% below this list's average, and net price runs $15,291 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
57
Economic
65
Social mobility
53
Value
69
View full profile →
28
·
University of Northwestern-St Paul

Saint Paul, MN · 93% accepted · $27,705 net

59

Why it ranks #28

University of Northwestern-St Paul lands at #28 with a 59/100 composite, led by academic quality (76/100) and pulled down by value per dollar (46/100). Graduates earn a median $50,755 a decade after enrolling, 11% below this list's average, and net price runs $27,705 a year, above the field. Academics score well here, yet mobility (35%) and value (20%) carry the most weight, so outcome-per-dollar sets the final position.

Pillar breakdown

Academic
76
Economic
65
Social mobility
58
Value
46
View full profile →
29
·
Anoka-Ramsey Community College

Coon Rapids, MN · $16,434 net

57

Why it ranks #29

Anoka-Ramsey Community College lands at #29 with a 57/100 composite, led by value per dollar (69/100) and pulled down by academic quality (48/100). Graduates earn a median $48,342 a decade after enrolling, 15% below this list's average, and net price runs $16,434 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
48
Economic
67
Social mobility
55
Value
69
View full profile →
30
·
Minnesota State Community and Technical College

Fergus Falls, MN · $12,556 net

57

Why it ranks #30

Minnesota State Community and Technical College lands at #30 with a 57/100 composite, led by value per dollar (74/100) and pulled down by social mobility (50/100). Graduates earn a median $45,591 a decade after enrolling, 20% below this list's average, and net price runs $12,556 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
58
Economic
67
Social mobility
50
Value
74
View full profile →
31
·
Rochester Community and Technical College

Rochester, MN · $14,435 net

56

Why it ranks #31

Rochester Community and Technical College lands at #31 with a 56/100 composite, led by value per dollar (71/100) and pulled down by academic quality (47/100). Graduates earn a median $45,287 a decade after enrolling, 20% below this list's average, and net price runs $14,435 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
47
Economic
65
Social mobility
56
Value
71
View full profile →
32
·
Central Lakes College-Brainerd

Brainerd, MN · $13,869 net

56

Why it ranks #32

Central Lakes College-Brainerd lands at #32 with a 56/100 composite, led by value per dollar (74/100) and pulled down by social mobility (48/100). Graduates earn a median $42,162 a decade after enrolling, 26% below this list's average, and net price runs $13,869 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
56
Economic
66
Social mobility
48
Value
74
View full profile →
33
·
Lake Superior College

Duluth, MN · $15,492 net

53

Why it ranks #33

Lake Superior College lands at #33 with a 53/100 composite, led by value per dollar (70/100) and pulled down by social mobility (45/100). Graduates earn a median $46,449 a decade after enrolling, 18% below this list's average, and net price runs $15,492 a year, well under the field. Because the methodology weights social mobility (35%) and value (20%) above prestige, that low cost is what carries it up the list, even with below-average salaries.

Pillar breakdown

Academic
47
Economic
66
Social mobility
45
Value
70
View full profile →
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Cut it by what you care about

The same 33 schools, re-ranked by the outcome that matters to you.

Where the programs — and the jobs are

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See the Data Scientist career guide →

When considering a degree in data science, prospective students often turn to the best programs available in their state. Minnesota has a variety of schools that offer solid data science programs, each with unique strengths and outcomes. In this list, you'll find 33 institutions that have demonstrated a commitment to preparing students for careers in this in-demand field.

The schools featured here stand out not just for their academic offerings but for the tangible outcomes they provide. Key metrics such as post-graduation earnings, graduation rates, student debt, and overall program concentration help illuminate which programs truly equip their graduates for success. As you explore the list below, keep these outcomes in mind to find the right fit for your academic and financial goals.

Take Carleton College and the University of Minnesota-Twin Cities, for example. Carleton leads with impressive earnings of $75,525 and a graduation rate of 90%, but it comes with a higher net price of $25,407. In contrast, the University of Minnesota-Twin Cities, while still strong, offers slightly lower earnings at $69,020 and a graduation rate of 85% with a more manageable net price of $16,778. This difference highlights the trade-offs you might consider when choosing among these top programs.

The story behind the ranking

A ranking gives you an order; these charts give you the shape. They show how this group of schools spreads across the four things that decide whether a degree pays off — what graduates earn, whether they finish, how far they move up, and what it costs. Look for the standouts, the outliers, and the trade-offs the list alone can't show.

Earnings Outcomes

What graduates earn 10 years after enrolling. Data from College Scorecard.

Distribution of Median Earnings

$13K 8 $38K 23 $63K 2 $88K $113K $138K 23 National Avg

Earnings vs. Net Price

Top-left = best value. Top-ranked schools are highlighted.

$10K$65K$120K $25K$50K NET PRICE (lower →) EARNINGS (higher ↑) Carleton College Saint Johns Macalester College Gustavus Adolphus Dunwoody College

Completion & Access

Graduation rates and who gets in. Data from College Scorecard & IPEDS.

Graduation Rates

Carleton College 90% Saint Johns University 76% Macalester College 89% Gustavus Adolphus Co… 76% Dunwoody College of … 65% The College of Saint… 66% University of Minnes… 85% Saint Mary's Univers… 67% Augsburg University 52% University of Minnes… 62% Concordia College at… 66% Metropolitan State U… 42% University of Minnes… 65% St Olaf College 84% Saint Cloud State Un… 44% Winona State Univers… 59% North Hennepin Commu… 19% University of St Tho… 76% Minnesota State Univ… 54% Minnesota State Univ… 56% South Central College 34% Alexandria Technical… 60% Concordia University… 52% Normandale Community… 23% Dakota County Techni… 52%

Pell Grant Rate vs. Graduation Rate

Right = more low-income students. Higher = more graduate.

0% 100% PELL GRANT RATE → GRAD RATE ↑ Carleton College Saint Johns Macalester College Gustavus Adolphus Dunwoody College
Social Mobility

What the Mobility Data Says

Social mobility carries the heaviest weight in this ranking, and the measure comes from Raj Chetty's Mobility Report Card, built from more than 30 million anonymized tax records. Across the 9 schools here with that data, the average mobility rate is 1.5%. That figure is the share of students who start in the bottom income quintile and climb to the top. Saint Johns University leads the group at 2.7%, with The College of Saint Scholastica (2.2%) and Dunwoody College of Technology (1.4%) close behind.

Access varies widely. On average, 3.7% of students at these schools come from families in the bottom income quintile. Macalester College enrolls the most, at 4.8%, a sign it is reaching the students mobility is meant to lift. A high mobility rate paired with strong access is the combination that changes a generation's trajectory.

For the low-income students who do enroll, the success rate (the odds of reaching the top quintile) averages 31.7% across the list, peaking at 52.9% at Carleton College.

These campuses can also be measured on social capital: the cross-class friendships Opportunity Insights links to long-run economic outcomes. Economic connectedness here averages 1.73, where about 1.0 is the national norm, and Carleton College is highest at 1.78.

Mobility, access, and social-capital figures from Raj Chetty's Mobility Report Card & the Opportunity Insights Social Capital Atlas.

Cost & Debt

What families actually pay and what students owe. Data from College Scorecard.

Median Debt at Graduation

2 $6K 26 $18K 5 $30K $42K $54K 26 National Avg

Comparing the data from Carleton College and Metropolitan State University reveals stark contrasts in outcomes. While Carleton boasts graduation rates as high as 90%, Metropolitan State only reaches 42%. This disparity could be a significant consideration for students who prioritize completion rates alongside financial factors, as students at Carleton also see higher average earnings of $75,525 compared to Metropolitan's $64,705.

After reviewing these schools, it’s vital to reflect on your own priorities. Consider how much you value graduation rates versus potential earnings, and how financial aid may impact your decision. Look at factors like campus culture, location, and available resources that align with your career aspirations. Finding a balance between these metrics and your personal preferences will be key as you narrow down your options.

Ultimately, the data highlights the importance of choosing a college that aligns with the long-term goal of financial stability. A degree from a strong program can pave the way to a successful career, yet it requires careful consideration of the associated costs and outcomes. Each choice carries weight, and understanding these metrics can help your family make an informed decision that supports your future aspirations.

Data Sources

U.S. Dept of Education College Scorecard

Opportunity Insights Mobility Report Card

Social Capital Atlas

Times Higher Education World Rankings

NCES IPEDS

Frequently Asked Questions

Best Data Science Colleges in Minnesota: Your Questions, Answered

What is the #1 school in the Best Data Science Colleges in Minnesota ranking? +

Carleton College in Northfield, MN ranks #1 in our 2026 Best Data Science Colleges in Minnesota ranking. It earns the top spot on the strength of a median $75,525 in graduate earnings ten years after enrollment and a 90% graduation rate. Our score is built entirely from federal data on graduation rates, graduate earnings, debt, and social mobility. Reputation surveys play no part.

Which school has the highest graduate earnings? +

Saint Johns University posts the highest median earnings on this list: $76,786 ten years after enrollment, well above the $56,919 average across the 33 ranked schools with earnings data. Earnings that outpace cost are what separate a degree that pays off from one that does not.

Which school offers the best value? +

On a pure return-on-cost basis, University of Minnesota-Morris leads: graduates earn a median $50,919 against net price of about $8,837 a year, the strongest earnings-to-cost ratio in the ranking. Applicants should weigh that payback against sticker price rather than prestige.

Which school has the highest graduation rate? +

Carleton College has the highest graduation rate in this ranking at 90%, compared with a 56% average across the list. Completion matters because the students who finish are the ones who actually capture the earnings and mobility gains a degree promises.

How much does it cost to attend these schools? +

The average net price, meaning what students actually pay after grants and scholarships, is about $18,460 a year across the 33 ranked schools with cost data. University of Minnesota-Morris is among the most affordable at roughly $8,837. Net price is a far better guide to affordability than the published sticker price.

How is the Best Data Science Colleges in Minnesota ranking calculated? +

We score every school on a four-pillar algorithm: economic outcomes (graduate earnings and debt), social mobility (Raj Chetty's Mobility Report Card, built on more than 30 million anonymized tax records), academic quality (graduation and retention), and value (net price and loan burden). Social mobility carries the heaviest weight, so schools that lift low-income students into higher earnings rank above those that simply admit wealthy students. Every input comes from federal data, and schools that withhold their numbers are scored lower for it.

How many schools are ranked and where does the data come from? +

This ranking evaluates 33 institutions using the U.S. Department of Education's College Scorecard, the Opportunity Insights Mobility Report Card and Social Capital Atlas, Times Higher Education, and NCES IPEDS. There are no opinion surveys or paid placements. The order is determined by the data alone and refreshed as new federal figures are released.

Sources & Citations

[1]

U.S. Department of Education. College Scorecard Data. Federal Student Aid, National Center for Education Statistics.

[2]

National Center for Education Statistics. Integrated Postsecondary Education Data System (IPEDS).

The State of American Higher Education Outcomes for 2026 — report cover Download PDF

The 2026 Annual Report

The State of American Higher Education Outcomes

Every state graded on what graduates earn, how far they climb, and what college really costs — the hidden geography of economic mobility, in one report.

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