Difficulty

Moderately challenging

Share of students at each rating

What makes this major demanding?

Worth it?

96% would recommend it

Recommend

“… One of the most exciting aspects of this major is learning how to apply mathematical and statistical concepts to real-world problems. The coursework can be demanding, especially when it comes to programming, probability, and machine learning, but seeing these concepts come together in research projects makes the effort worthwhile. Through my research experiences, I’ve learned that Data Science is not just about building models, but also about asking meaningful questions, understanding data, and interpreting results critically. …”

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Anonymous studentJunior
Recommend
Recommend

“I'm an Informatics major at the University of Washington with a concentration in data science. I would not recommend pursuing informatics unless you are very self driven and already know what you're doing. Data science is a saturated field with limited job prospects. I have switched to software engineering and pursue data science for fun.”

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Anonymous studentSenior
Recommend

1–2 of 4

Students’ starting certainty

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PositiveCourses & teaching

“Studying Data Science has been both challenging and rewarding. One of the most exciting aspects of this major is learning how to apply mathematical and statistical concepts to real-world problems. The coursework can be demanding, especially when it comes to programming, probability, and machine learning, but seeing these concepts come together in research projects makes the effort worthwhile. …”

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Anonymous studentJunior
5.0
PositiveCourses & teaching

“Lots in stats related content, less hardcore calculus-like material.”

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Anonymous studentSophomore
4.0

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Student paths

How students switch into and out of Data Science

Switching in

30%of current students switched in (6 of 20 answers to this question)

1 dot = 1% of current students

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Came from

Share of switchers
Data Science

Went to

Share of leavers

What you will study and do

Curriculum and careers

Data Science focuses on extracting insights and knowledge from complex data sets using statistical methods, machine learning, and computational tools. Students learn to analyze large volumes of data, create predictive models, and communicate their findings effectively.

Core course themes

Introduction to Data Science

Covers the foundational concepts of data analysis, including data collection, cleaning, and visualization.

Statistical Methods

Explores statistical theories and techniques essential for data analysis and interpretation.

Machine Learning

Focuses on algorithms that allow computers to learn from and make predictions based on data.

Data Visualization

Teaches the skills needed to represent data visually, emphasizing clarity and impactful storytelling.

Big Data Technologies

Introduces tools and techniques for managing and processing large-scale data sets.

Database Management

Examines the principles of database systems and their application in data science.

Common roles

  • Data Analyst
  • Data Scientist
  • Machine Learning Engineer
  • Business Intelligence Analyst
  • Data Engineer

Why salary figures are not shownSalary data appears only when its source, geography, occupation mapping, and date can be verified.

Data Science by school

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Community

Big questions in Data Science

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Student reviews

22 reviews

Courses & teachingPositive

It will take several years to learn math and statistics including linear algebra, probability theory, inference, stochastic modeling. Then you can start with ML,DL,LLM,etc.

Anonymous studentSenior
Math
5.0/5
Writing
3.0/5
Jul 2025
Courses & teachingPositive

Studying Data Science has been both challenging and rewarding. One of the most exciting aspects of this major is learning how to apply mathematical and statistical concepts to real-world problems. The coursework can be demanding, especially when it comes to programming, probability, and machine learning, but seeing these concepts come together in research projects makes the effort worthwhile. Through my research experiences, I’ve learned that Data Science is not just about building models, but also about asking meaningful questions, understanding data, and interpreting results critically. My advice to prospective students is to build a strong foundation in mathematics and programming, stay curious, and seek out research or hands-on opportunities early.

  • Interested in Tech & software
  • Planning a PhD
Anonymous studentJunior
Math
5.0/5
Writing
2.0/5
Oct 2026
Support & communityPositive

The major has extensive support from both faculty and student organizations. The Data Science student organization (Data Science & Informatics) at the University of Florida is among the biggest communities in the nation and has supported hundreds of students.

Switched from Computer Science

Anonymous studentGraduated
3.7avg
Apr 2026
Support & communityPositive

Data Science was extremely interesting and the people were always very friendly and helpful at the University of Florida. There are not that many Data Science majors compared to CS, so it felt like a very close community, especially with clubs like Data Science & Informatics.

Switched from Computer Science

Anonymous studentGraduated
3.7avg
Apr 2026
Enjoyment & fitPositive

I love data science and all its applications, especially in computing or other related fields but the theory behind the heavier statistics concepts can be a little hard to understand.

Anonymous studentJunior
Enjoyment
3.0/5
Apr 2026
Careers & next stepsCritical

I'm an Informatics major at the University of Washington with a concentration in data science. I would not recommend pursuing informatics unless you are very self driven and already know what you're doing. Data science is a saturated field with limited job prospects. I have switched to software engineering and pursue data science for fun.

Anonymous studentSenior
Career
2.0/5
Apr 2026
Courses & teachingPositive

Lots in stats related content, less hardcore calculus-like material.

  • Interested in Business · Finance & consulting +1
  • Unsure about grad school
Anonymous studentSophomore
Math
5.0/5
Writing
2.0/5
Oct 2026

I love the analytical rigor of the data science major and the coding skills we get to learn.

  • Interested in Healthcare · Business
Anonymous studentJunior
3.7avg
Oct 2026
Enjoyment & fitPositive

What changed for you when you switched from Computer Science to Data Science?

less pure coding, more interesting to me personally!

Switched from Computer Science

  • Interested in Something else
Anonymous studentSenior
Enjoyment
3.0/5
Oct 2026
Careers & next stepsMixed

What about studying Data Science hasn't matched what you hoped for?

It’s a good major but just didn’t work out for me cuz I decided that I don’t like analytics role. I’m leaning towards people roles in startup which doesn’t really benefits from my curriculum or degree.

  • Interested in Entrepreneurship
Anonymous studentJunior
Career
3.0/5
Oct 2026
Support & communityPositive

It’s pretty cool. Awesome faculty and a great community. A little bit R focused than python but it’s easy to pick up

Anonymous studentFreshman
3.6avg
Apr 2026
Advice & things to knowMixed

I wish I had known about ensured enrollment when applying.

  • Interested in Business · Finance & consulting +4
  • Unsure about grad school
Anonymous studentJunior
3.7avg
Oct 2026
Enjoyment & fitPositive

Data science can be a really broad term and extend into a lot of areas of life, theres a place for it if you have some strong domain interest or like working with data.

Anonymous studentSenior
Enjoyment
3.0/5
Apr 2026
Enjoyment & fitPositive

Data Science is fun where we get to solve the real world problems using data science/analysis techniques. It’s relevant to our community and is rewarding after graduation.

Anonymous studentGraduated
Enjoyment
4.0/5
Oct 2025
Enjoyment & fitPositive

I like using data to build predictive models and discover patterns in data

Anonymous studentSophomore
Enjoyment
4.0/5
Apr 2026
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