Remove A/B Testing Remove Engineering Remove Scaling
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Hypothesis-Driven Development and the Generalist Superhero

UVA Darden

The star analyst is now a data scientist, a private equity associate is tasked with reinventing a company’s IT instead of engineering its finances, and the marketer is now a “growth hacker” running A/B tests. Cowan studied industrial engineering and economics at Stanford University. READ FULL BIO. Read More.

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28 ways to grow supply in a marketplace — by Lenny Rachitsky, ex-Airbnb

Andrew Chen

As the number of homes on Airbnb scaled from around 100,000 in 2012 to over 6 million today, I led teams tackling everything from supply growth, to guest booking conversion, to marketplace quality. Once you reach scale, fraud becomes a real issue. Question: What’s the simplest way you can test a referrals offering?

Retention 111
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What to look for when you’re hiring a Head of Growth

Andrew Chen

Or are you trying to scale its success? In the book, I describe stage-by-stage how to successfully start and scale the central forces that power tech’s most successful companies — network effects. When a company like Dropbox, Slack, or Uber hit scale, it might seem like network effects kick in, and the next phase is easy.

Scaling 82
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11 Awesome Patty McCord Quotes in Powerful about Building a Great Culture at Netflix

Get Lighthouse

When engineers start to whine about a process.you want to really dig into what's bothering them, because they hate senseless bureaucracy.But they don't mind discipline at all.". So they let the data do the talking and ran an A/B test. Learn how managers can cause low morale and how to fix it. Want to be a better manager?

Manager 98
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28 ways to grow supply in a marketplace — by Lenny Rachitsky, ex-Airbnb

Andrew Chen

As the number of homes on Airbnb scaled from around 100,000 in 2012 to over 6 million today, I led teams tackling everything from supply growth, to guest booking conversion, to marketplace quality. Once you reach scale, fraud becomes a real issue. Question: What’s the simplest way you can test a referrals offering?

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The Kinds of Data Scientist

Harvard Business Review

Depending on the engineering background of these data scientists, these work products are either deployed directly to the production system, or if they are prototypes they are handed off to software engineers to help implement, optimize and scale them. Who are their main partners on the job? Who to hire. How to organize.

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A New Way for Entrepreneurs to Think About IT

Harvard Business Review

These entrepreneurs typically have an engineering background, and schools that support this approach have strong engineering departments. APIs are a technology that allows firms to interact and share information with other firms at an unprecedented scale. Provides a low-cost, real-time network to test ideas.