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Skills that keep your options open

  • Serious programming

    Python, version control and working with data sets measured in terabytes. This is the single most transferable thing you learn.

  • Statistics and machine learning

    Modern surveys produce more data than anyone can look at. The methods are the same ones industry pays for.

  • Instrument building

    Designing detectors, optics and electronics. Hardware people are rarer than data people and get hired by both labs and companies.

  • Public outreach

    Planetariums, science museums and science communication are real careers for people who love the subject but not the grant treadmill.