Ohio State is in the process of revising websites and program materials to accurately reflect compliance with the law. While this work occurs, language referencing protected class status or other activities prohibited by Ohio Senate Bill 1 may still appear in some places. However, all programs and activities are being administered in compliance with federal and state law.

Data Analytics and Machine Learning

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What graduates do

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Degree expectation: Jobs for local and state government offices require at least a BS, sometimes an MS degree. Jobs at environmental consulting companies may require either a BS or an MS, depending on the type of work and level of responsibility. Typically, the research-focused jobs at federal government agencies, universities, research institutes, and energy companies will require a PhD. At many research institutes, non-profits, and technology companies, there are jobs outside the research fields, such as grants managers, program directors, communications specialists, etc., that hire at the BS level with relevant experience.

Common entry-level jobs

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Careers (links to US Bureau of Labor Statistics outlook)

Major employers

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Training in the School of Earth Sciences

In the School of Earth Sciences, you'll build practical, career-ready skills across the Earth sciences: 

  • Mineralogy
  • Petrology
  • Stratigraphy/Tectonics
  • Geophysics
  • Field methods
  • GIS

Courses to consider

  • Mineralogy
  • Igneous & Metamorphic Petrology
  • Sed/Strat
  • Field Methods
  • Applied Geophysics

Hands‑on experiences

  • Orton collections projects
  • Core lab experience
  • Summer mapping internships
  • Industry guest lectures

FAQs

Is travel required?

Early‑career roles may include field rotations; many lab/GIS roles are campus or city‑based.

Environmental impacts?

Students learn geochemistry and regulatory context to support responsible practices.