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AlmaSpire

Multi/Interdisciplinary Studies

Data Analytics

Prepares you to apply data science to generate insights from data and identify and predict trends. Covers computer databases, computer programming, inference, machine learning, optimization, probability and stochastic models, statistics, strategy, uncertainty quantification, and visual analytics.

Inside the major

Programs within this field

Colleges may offer this field under 5 more specific program names. The program you choose affects the courses you take.

Data Analytics, General
Prepares you to apply data science to generate insights from data and identify and predict trends. Covers computer databases, computer programming, inference, machine learning, optimization, probability and stochastic models, statistics, strategy, uncertainty quantification, and visual analytics.
Business Analytics
Prepares you to apply data science to solve business challenges. Covers machine learning, optimization methods, computer algorithms, probability and stochastic models, information economics, logistics, strategy, consumer behavior, marketing, and visual analytics.

Also called Business Forecasting and Trend Spotting

Data Visualization
Prepares you to organize and derive meaning from data by using visual presentation tools and techniques. Covers cognitive science, computer programming, data management, data visualization theory, graphic design, infographics, perceptual psychology, statistics, and visual design.

Also called Infographics and Data Visualization Design

Financial Analytics
Focuses on financial big data modeling from algorithms to cloud-based data-driven financial technologies. Covers financial analytics, financial data processing, knowledge management, data visualization, effective decision communication, machine learning for finance, statistical inference and dynamic modeling on financial data, and project management.
Data Analytics, Other
Data analytics not listed above.

Also called Social Media Trend Spotting

Where it can lead

Careers this field can lead to

Explore related careers, starting with the closest connections and the occupations hiring the most people.

Growing fast

Management Analysts

Median pay
$101,860
Hiring change through 2035
10.1%
Job openings a year
94,100

To get hiredBachelor's degree

Explore this career
Growing fast

Data Scientists

Median pay
$120,230
Hiring change through 2035
34.6%
Job openings a year
24,800

To get hiredBachelor's degree

Explore this career
Growing

Market Research Analysts and Marketing Specialists

Median pay
$78,760
Hiring change through 2035
7.0%
Job openings a year
82,000

To get hiredBachelor's degree

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Growing fast

Financial Managers

Median pay
$166,570
Hiring change through 2035
9.7%
Job openings a year
65,600

To get hiredBachelor's degree

Explore this career
Growing with the economy

Postsecondary Teachers, All Other

Median pay
$77,640
Hiring change through 2035
2.0%
Job openings a year
12,500

To get hiredDoctoral or professional degree

Explore this career
Growing

Financial and Investment Analysts

Median pay
$102,740
Hiring change through 2035
7.2%
Job openings a year
24,700

To get hiredBachelor's degree

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Shrinking

Computer Programmers

Median pay
$100,390
Hiring change through 2035
−7.3%
Job openings a year
4,400

To get hiredBachelor's degree

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Growing fast

Statisticians

Median pay
$105,650
Hiring change through 2035
11.0%
Job openings a year
1,900

To get hiredMaster's degree

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Growing

Business Teachers, Postsecondary

Median pay
$99,080
Hiring change through 2035
5.9%
Job openings a year
7,600

To get hiredDoctoral or professional degree

Explore this career

All work is projected to grow 3.5% between 2025 and 2035; read every hiring-change figure against it.

Working style

How and where the work happens

Related careers can feel very different from one another. Compare the specific occupations to understand the work each one involves.

0%of related openings involve substantial in-person or active work

Few of the careers connected to this field are measured as substantially in-person or active work. Compare the specific occupations to see how much time each one involves with people, equipment, and movement.

College options

Where to study it

Ordered by how many degrees each college awards in this field. Sort by any numbered column.

College Degrees a year Admit rate Average annual cost after aid
University of Pennsylvania PA 261 6% $10,000
Ohio University-Main Campus OH 194 85% $19,000
Drexel University PA 134 78% $35,000
Fairfield University CT 61 45% $27,000
Syracuse University NY 60 42% $21,000
University of North Texas TX 60 72% $14,000
Drake University IA 48 64% $25,000
Brigham Young University-Idaho ID 41 97% $6,000
University of Delaware DE 34 65% $13,000
Xavier University OH 29 88% $32,000
Texas A & M University-Commerce TX 28 93% $12,000
University of Northern Iowa IA 27 94% $14,000
Western Michigan University MI 25 85% $14,000
University of San Diego CA 24 47% $20,000
University of Wisconsin-Whitewater WI 22 83% $11,000
Lake Forest College IL 21 59% $21,000
Western Kentucky University KY 21 97% $10,000
State University of New York at New Paltz NY 19 59% $20,000
University of Washington-Bothell Campus WA 19 92% $8,000
Quinnipiac University CT 17 77% $37,000
University of San Francisco CA 15 51% $34,000
Bucknell University PA 13 32% $24,000
Saint Joseph's University PA 13 86% $24,000
The University of Texas at San Antonio TX 13 88% $9,000
University of Wisconsin-Stevens Point WI 12 90% $11,000
Lehigh University PA 11 29% $19,000
Clarkson University NY 10 77% $23,000
Ferris State University MI 9 81% $8,000
California Baptist University CA 8 74% $23,000
Ohio Wesleyan University OH 8 51% $13,000
Northern Michigan University MI 7 70% $11,000
Jacksonville University FL 6 57% $24,000
Boise State University ID 6 84% $21,000
New Jersey Institute of Technology NJ 6 67% $16,000
University of West Georgia GA 4 49% $13,000
Louisiana State University and Agricultural & Mechanical College LA 4 74% $20,000
University of Toledo OH 4 95% $16,000
Dickinson College PA 4 43%
Lynn University FL 3 74% $43,000
Bradley University IL 3 77% $19,000

Explore colleges for this major