From Doctorate to Data Science: A very short guide

Moving from a PhD into data science can be rewarding, but might be a bit of a culture shock

Are you one of the many PhDs considering a career in data science? I completed a PhD in neuroscience at Stanford three years ago; now I’m a data scientist at Uber. During my time in industry, I’ve found that the skills we develop in graduate school, such as analytical thinking, statistics, communication skills, and – oh yes – tenacity in the face of adversity, make us a great fit for the role.

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The co-authorship network of 8,500 doctors and scientists publishing on hepatitis C virus between 2008 and 2012. {credit}Andy Lamb/ Flickr{/credit}

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Uncertain Airspace: Changing career paths is disorienting and exhilarating

Pursuing a new career makes PhD student Jonathan Wosen feel like a baby goose—and he loves it.

Sometimes I ask people, “if you weren’t studying biology, what would you do?”

At first, they’re taken aback, and I don’t blame them. PhD students are self-selected for a certain kind of persistent, focused thinking; that’s what it takes to become the world’s leading expert on your thesis project. We are as deeply immersed in our work as a fish in water. That makes asking a graduate student to consider a different field of study a lot like asking a fish to imagine life on dry land.

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“We are as deeply immersed in our work as a fish in water. That makes asking a graduate student to consider a different field of study a lot like asking a fish to imagine life on dry land.”

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Revitalising the scientific research conference

Many biomedical research conferences rehash old ideas rather than define key challenges. The problem is tied to fundamental issues in the research culture.

Guest contributors David Rubenson and Paul Salvaterra

 

“Would you tell me, please, which way I ought to go from here?”

“That depends a good deal on where you want to get to,” said the Cat.

“I don’t much care where—” said Alice.

“Then it doesn’t matter which way you go,” said the Cat.

Lewis Carroll, Alice in Wonderland

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Career paths: Realize your inner entrepreneur

Scientists are inherently entrepreneurs, as Ada Yee learned when comparing the two during a business school talk.

Contributor Ada Yee

entrepreneur-naturejobsI slipped into a chair at the “Reserved for Latecomers” table, and poured a coffee. I was at a talk by Stanford business school alum Amy Wilkinson on her book “The Creator’s Code”– describing six traits that make entrepreneurs successful. I felt out of place. As a dyed-in-the-wool academic, I’d never counted myself in on the Silicon Valley buzz, but a lab mate had given me his ticket. It was 7am, and I’m a 10am-to-10pm-type grad student—but a grad student nevertheless—and so not one to turn down free eggs and bacon.

My school prides itself on being an innovation incubator, a campus that spawned the founders of Google, Cisco, and Yahoo. Nevertheless, there remains in me a feeling that science and business don’t mix. The majority of academic science still operates on an apprenticeship model, where “losing” students to companies is to lose them from the academic pantheon and kill your own lineage. Growing up in the Silicon Valley, I read headlines on the conflict of interest held by professor-scientists with industry ties in the post Bayh-Dole era (the 1980 decree that paved the way for tech transfer). At a party recently, a student-turned-startup member told me,  “academic scientists like to dig really deep into a problem. That doesn’t work in industry. It’s too slow.” Continue reading