Any major that's attached to science or engineering promises to be a boon for graduates entering the job world, according to findings of PayScale.com in its 2016-2017 College Salary Report.

Science and math majors dominate the top college starting salaries and mid-career earners, and are largely made up of male graduates. In fact, 80% of those who graduate with the top degree on this list are men, according to PayScale data. Worse yet, only 8% of physics majors and 7% of engineering majors are women.

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The rankings below are based on data collected by PayScale from 983 universities and includes graduates with bachelor's degrees in 336 disciplines.

The universities surveyed include 85% of U.S. schools with an enrollment of more than 5,000 and 62% of schools with enrollment over 1,000, using a sample size of 1.4 million "degree holding, full-time, civilian employees working in the U.S." The number in parentheses provides the overall ranking (of the 336 majors) for mid-career pay.

Here, then, are the best paying college majors for 2017:

BEST PAYING COLLEGE MAJORS

Packaging Science

30. Actuarial Science

 

Starting Salary: $60,800

Mid-Career Pay: $119,000 (3rd best)

29. Packaging Science

 

Starting Salary: $61,100

Mid-Career Pay: $94,600 (47th best)

28. Electronics Engineering

 

Starting Pay: $61,300

Mid-Career Pay: $99,600 (33rd best)

BEST PAYING COLLEGE MAJORS

Architectural Engineering

27. Architectural Engineering

 

Starting Salary:  $61,700

Mid-Career Pay: $89,800 (64th best)

26. Manufacturing Engineering

 

Starting Salary: $62,000

Mid-Career Pay: $93,200 (50th best)

BEST PAYING COLLEGE MAJORS

Biomedical Engineering

25. Engineering

 

Starting Salary: $62,600

Mid-Career Pay: $107,000 (19th best)

24. Biomedical Engineering

 

Starting Pay: $62,700

Mid-Career Pay: $104,000 (25th best)

BEST PAYING COLLEGE MAJORS

Aeronautical Engineering

23. Engineering Management

 

Starting Pay: $62,800

Mid-Career Pay: $98, 400 (34th best)

22. Aeronautical Engineering

 

Starting Salary: $63,000

Mid-Career Pay: $113,000 (9th best)

BEST PAYING COLLEGE MAJORS

Computer Science & Mathematics

21.  (TIE)  Mechanical Engineering

 

Starting Salary: $63,500

Mid-Career Pay: $103,000 (28th best)

21. (TIE) Computer Science & Mathematics

 

Starting Salary: $63,500

Mid-Career Salary: $111,000 (11th best)

BEST PAYING COLLEGE MAJORS

Industrial Engineering 

19. (TIE) Industrial Engineering

 

Starting Pay: $63,800

Mid-Career Pay: $104,000 (25th best)

19. (TIE) INDUSTRIAL & Systems Engineering

 

Starting Salary: $63,800

Mid-Career Pay: $108,000 (15th best)

BEST PAYING COLLEGE MAJORS

Electrical & Electronics Engineering

17. Electrical & Electronics Engineering

 

Starting Salary: $64,000

Mid-Career Pay: $108,000 (15th best)

16. Software Engineering

 

Starting Salary: $64,700

Mid-Career Pay: $98,100 (36th best)

 

BEST PAYING COLLEGE MAJORS

Dental Hygiene

15. Computer Science

 

Starting Salary: $65,300

Mid-Career Pay: $107,000 (19th best)

14. (TIE) Dental Hygiene

 

Starting Salary: $65,400

Mid-Career Pay: $74,900 (142nd best)

BEST PAYING COLLEGE MAJORS

Aerospace Engineering

14. (TIE) Aerospace Engineering

 

Starting salary: $65,400

Mid-Career Pay: $106,000 (23rd best)

12. Materials Science & Engineering

 

Starting Salary: $65,800

Mid-Career Pay: $108,000 (15th best)

BEST PAYING COLLEGE MAJORS

Systems Engineering

11. Systems Engineering

 

Starting Salary: $66,400

Mid-Career Pay: $121,000 (2nd)

10. Electrical Engineering

 

Starting Salary: $67,000

Mid-Career Pay: $110,000 (13th)

BEST PAYING COLLEGE MAJORS

Electrical & Computer Engineering

9. Electronics & Communications Engineering

 

Staring Salary: $68,000

Mid-Career Pay: $115,000 (7th best)

8. Electrical & Computer Engineering

 

Starting Salary: $68,100

Mid-Career Pay: $114,000 (8th best)

BEST PAYING COLLEGE MAJORS

Nuclear Engineering

7. Nuclear Engineering

 

Starting Salary: $68,500

Mid-Career Pay: $116,000 (5th best)

6. Computer Engineering

 

Starting Salary: $69,600

Mid-Career Pay: $113,000 (9th best)

BEST PAYING COLLEGE MAJORS

Mining Engineering

5. Chemical Engineering

 

Starting Salary: $69,800

Mid-Career Pay: $119,000 (3rd)

4. Mining Engineering

 

Starting Salary: $70,200

Mid-Career Pay: $107,000 (19th)

BEST PAYING COLLEGE MAJORS

Physician Assistant

3. Computer Science & Engineering

 

Starting Salary: $71,200

Mid-Career Pay: $116,000 (5th best)

2. Physician Assistant Studies

 

Starting Salary: $85,200

Mid-Career Pay: $103,000 (28th best)

BEST PAYING COLLEGE MAJORS

Petroleum Engineering

1. Petroleum Engineering

 

Starting Salary: $96,700

Mid-Career Pay: $172,000 (1st: best)

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Ginger Szala

Ginger Szala is executive managing editor of Investment Advisor magazine. She covered the financial business and alternatives industry for 30 years while editor of Futures Magazine Group. MSJ Northwestern, BA University of Wisconsin-Madison. She is based in Chicago. Go Blackhawks!