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This is a link to the top paying starting salaries in engineering. The data is from 2013, but it still gives a good idea. Chemical is #3, behind petroleum and computer. Civil is not on the list because a relatively small percentage of civil engineers go into O&G right out of school (vs a large percentage of ChemEs go into O&G/refining/chemicals).
http://www.naceweb.org/s04032013/salary-survey-engineering-majors.aspx
I would advise against choosing a major simply for a specific job title and/or starting salary, however. Any engineering major will pay well, but you simply can't bank on the fact that you will absolutely end up with a specific job with XYZ company in a specific industry or a $100k+ salary in four years. You have to choose something where the subject matter is interesting to you (and it helps if you have a knack for it, otherwise, college will be a miserable four-five years) and that will offer a reasonable range of career opportunities that you think you will enjoy. I encouraged ALL of my students to pursue opportunities to intern or co-op while enrolled as an undergrad in order to help determine the best career path.
According to that survey a business major WITH A BACHELORS degree averages around $60K??? I don't think so.
I can't speak to business maJors, but the ChemE salary matches up pretty well with the entry-level salary that our professional org, AIChE, publishes every two years. They publish ChemE salaries across all industries, geographic areas, years of experience, highest degree, etc. That survey comes out every two years, but I couldn't post it because the link is only available for members to view. The other engineering starting salaries are in line with numbers I've seen from other reputable sources, such as the American Society for Engineering Education (ASEE).
Edited to add data that shows all engineering salaries...it's from 2012 but shows a similar trend and it's from the same source (NACE). Evidently NACE is where ASEE gets their numbers from.
http://blog.engineeringstudents.org/?p=1507
I just realized that first graphic shows data for finance majors. I know my company (and its parent companies ) do hire finance majors and I would not at all be surprised if the starting salary is comparable to that. They are some of the most valued employees, after the chemical engineers, the hiring is very competitive, and they are exposed to some great professional development opportunities. I was talking about this with some colleagues the other day...if my kid wasn't engineering material, I'd definitely point him/her in the direction of finance.