Student analyzing big data on monitors

Data Science

Every day all over the world, large amounts of data are generated by business, scientific and social activities. Data-driven approaches to decision making in areas as diverse as medicine, business, sports, advertising, and entertainment are now essential.

Data Science is the study, application, and development of methods to learn from this data. These are essential to understand, predict, and make improvements in management strategies, products, services, advertising campaigns, public health and safety, and many other areas. These methods combine elements of mathematics, computer science and statistics.

Students in this program will obtain significant “hands-on” experience through various projects and a Data Science Laboratory.

Studies made for you

Options with this program
Languages
  • This program is offered in English and in French
    • All compulsory courses are offered in English and in French.
  • French immersion: the French Immersion Stream is available for this program.
Course examples
  • Methods of Machine Learning
  • Data Science Lab

Consult and compare the course list of programs and options.

  • Introduction to Artificial Intelligence
  • Fundamentals of Data Science

Marcel Turcotte / Professor, School of Electrical Engineering and Computer Science

"In order to stay relevant, you have to have a deep understanding of the theory behind algorithms; this is precisely the aim of our data science program. We have created the undergraduate program that we all would have taken."

Enhance your studies

CO-OP (optional)

Experience your future career and help fund your studies with the CO-OP program. With the Co-operative Education (CO-OP) Program, you can gain hands-on experience in your field of study while you complete your degree.

Examples of tasks at work
  • Conduct statistical and cost-benefit analyses of data mining
  • Help develop and operate computational models to understand data
  • Interpret scientific research related to data analysis and interpretation
  • Liaison with stakeholders
  • Make oral presentations on data challenges, research, and policy
  • Researching and writing reports
  • Working in multidisciplinary teams to formulate policy proposals
CO-OP salary

Salary (hourly rate)

  • $17.80 - $25.51

Learn more about salaries

Some of our employers include
  • [List to come]
More information

Things to know

Admission requirements

Ontario

General requirements

A minimum combined average of 70% is required for all prerequisite courses in science and mathematics.

Prerequisite courses

Discipline Prerequisites and other requirements Admission average
Biomedical Mechanical Engineering
  • English 4U or Français 4U
  • Advanced Functions 4U
  • Calculus and Vectors 4U
  • Biology 4U
  • Chemistry 4U
  • Physics 4U
High 80s
Biotechnology (Biochemistry and Chemical Engineering)
  • English 4U or Français 4U
  • Advanced Functions 4U
  • Calculus and Vectors 4U
  • Two of the following:
    • Biology 4U
    • Chemistry 4U
    • Physics 4U
    • Earth and Space Science 4U
Mid 80s
Chemical Engineering
  • English 4U or Français 4U
  • Advanced Functions 4U
  • Calculus and Vectors 4U
  • Chemistry 4U
  • Physics 4U
Mid 80s
Civil Engineering
Mechanical Engineering
Computer Science
  • English 4U or Français 4U
  • Advanced Functions 4U
  • Calculus and Vectors 4U
Low to Mid 90s
Computer Science and Mathematics
Data Science
Computer Engineering
  • English 4U or Français 4U
  • Advanced Functions 4U
  • Calculus and Vectors 4U
  • Chemistry 4U
  • Physics 4U
Low 80s
Electrical Engineering
Physics and Electrical Engineering
Software Engineering
  • English 4U or Français 4U
  • Advanced Functions 4U
  • Calculus and Vectors 4U
  • One of the following:
    • Biology 4U
    • Chemistry 4U
    • Computing 4U
    • Physics 4U
High 80s
Secondary V

General requirements

A minimum combined average of 84% is required for all prerequisite courses in science and mathematics.

Students may be required to take up to two mathematics make-up courses at the University either the summer before or during their first year.

Prerequisite courses

Discipline Prerequisites and other requirements Admission average
Biomedical Mechanical Engineering
  • English, Language Arts (Sec. V) or Français, langue d’enseignement (5e sec.)
  • Mathematics Technical and Scientific option or Science option (Sec. V)
  • Chemistry (Sec. V)
  • Physics (Sec. V)
  • Science and Technology (with or without option) (Sec. IV)
84%
Biotechnology (Biochemistry and Chemical Engineering)
Physics and Electrical Engineering
Computer Science
  • English, Language Arts (Sec. V) or Français, langue d’enseignement (5e sec.)
  • Mathematics Technical and Scientific option or Science option (Sec. V)
84%
Computer Science and Mathematics
Data Science
Chemical Engineering
  • English, Language Arts (Sec. V) or Français, langue d’enseignement (5e sec.)
  • Mathematics Technical and Scientific option or Science option (Sec. V)
  • Chemistry (Sec. V)
  • Physics (Sec. V)
84%
Civil Engineering
Computer Engineering
Electrical Engineering
Mechanical Engineering
Software Engineering
  • English, Language Arts (Sec. V) or Français, langue d’enseignement (5e sec.)
  • Mathematics Technical and Scientific option or Science option (Sec. V)
  • One of the following:
    • Science and Technology (with or without option) (Sec. IV)
    • Chemistry (Sec. V)
    • Physics (Sec. V)
84%

These are minimum requirements only. They are subject to change. Admission is not guaranteed.

See the full undergraduate admission requirements for more information.

CEGEP

General requirements

A minimum combined average of 70% is required for all prerequisite courses in science and mathematics, except in Software Engineering, where a minimum of 70% is required for each prerequisite course in science and mathematics.

Students who are missing the mathematics prerequisite are required to take up to two replacement courses at the University the summer before or during their first year.

Prerequisite courses

Discipline Prerequisites and other requirements Admission average
Computer Science
  • English (603) or Français (601)
  • Mathematics (201) Calculus I
Mid 70s
Computer Science and Mathematics
Data Science
Computer Engineering
  • English (603) or Français (601)
  • Chemistry (202) General Chemistry or Organic Chemistry
  • Physics (203) Mechanics or Electricity and Magnetism
  • Mathematics (201) Calculus I
Low 70s
Electrical Engineering
Physics and Electrical Engineering
Biotechnology (Biochemistry and Chemical Engineering)
  • English (603) or Français (601)
  • Mathematics (201) Calculus I
  • Two of the following:
    • Biology (101) General Biology I
    • Chemistry (202) General Chemistry of Organic Chemistry
    • Physics (203) Mechanics or Electricity and Magnetism
    • Mathematics (201) Algebra I
Mid 70s
Chemical Engineering
  • English (603) or Français (601)
  • Chemistry (202) General Chemistry or Organic Chemistry
  • Physics (203) Mechanics or Electricity and Magnetism
  • Mathematics (201) Calculus I
Mid 70s
Civil Engineering
Mechanical Engineering
Software Engineering
  • English (603) or Français (601)
  • Mathematics (201) Calculus I
  • One of the following:
    • Biology (101) General Biology I
    • Chemistry (202) General Chemistry of Organic Chemistry
    • Physics (203) Mechanics or Electricity and Magnetism
Low 80s
Biomedical Mechanical Engineering
  • English (603) or Français (601)
  • Biology (101) General Biology
  • Chemistry (202) General Chemistry or Organic Chemistry
  • Physics (203) Mechanics or Electricity and Magnetism
  • Mathematics (201) Calculus I
Low 80s

These are minimum requirements only. They are subject to change. Admission is not guaranteed.

See the full undergraduate admission requirementsfor more information.

Not studying in an Ontario or Quebec high school? Find your admission requirements.

Admission averages vary between English and French programs. See the French page for the French program requirements.

Opportunities with this degree

Career Opportunities
  • Data scientist
  • Business intelligence analyst
  • Public policy development
  • Artificial intelligence
Salary and placement rate

Salary estimates (entry level)

  • $ 51,097 - $ 67,145

Learn more

Job placement rates

  • Employment rate 2 years after graduation: 92.8%

Learn more

Graduate studies

This Engineering field offers many possibilities to students.

If you have any more questions about this field, we invite you to get in touch with the Undergraduate Studies Office or the Career Development Centre.

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