Inside 草榴社区's Award-Winning Data Science Team

UPDATE! On Thursday Nov. 10th 草榴社区 officially won the NC Tech Award for Best Use of Technology 鈥 Analytics! 

This photograph deserves an award of its own. 

Hats off to this team, especially considering this technology was years in the making and the NC Tech Awards is the state鈥檚 largest and most prestigious technology awards program. Here鈥檚 more from Kevin Pedde, an 草榴社区 Data Scientist who played a key role in launching and developing the winning technology at 草榴社区:

First things first. If you don鈥檛 know what 草榴社区 does: We help the world鈥檚 biggest brands make the digital leap required to compete 鈥 enabling scale, unlocking opportunity, and defending against disruption.  At 草榴社区, we鈥檙e always developing new, innovative technologies to help us continue to solve problems and scale faster than the competition.

And a second thing. If you don鈥檛 know what I do: As a data scientist, my role is to use mathematics and programming to help 草榴社区 make better business decisions and to automate tasks that will help us scale faster.

草榴社区 Data Scientists: Brilliant predictive models. Aspiring runway models.

草榴社区 uses a number of marketing channels to communicate with our partners鈥 customers, and  is definitely one of our top channels.  As our company grows and continues to build partnerships, it鈥檚 important that we continue to develop, launch and maintain paid search campaigns 鈥 and that those campaigns continue to perform at an insanely high level. It鈥檚 not always feasible to assign live analysts to manage multiple, massive accounts, so we often look to emerging technologies to help.

The challenge, in a nutshell, is this: How do we continue to scale our business at an outrageous pace without having to scale manpower at the same (impossible) pace?  And the answer, in a nutshell, is this: Assign different work to humans and computers based on their unique talents.

At 草榴社区, we鈥檝e developed a technology capable of automatically optimizing paid search bids in real-time, allowing our live analysts to focus on strategy and scale.

The Winning Tech

To understand what our product does, you have to first understand the kind of work that goes into paid search. Since most people aren鈥檛  who would be excited about a step by step explanation of the process (), here鈥檚 a really, really boiled down explanation:

Paid search analysts spend a lot of time retrieving data about what people are searching for online, who鈥檚 searching, etc. They then analyze that data, consider the best keywords to reach their desired audiences and calculate how much they need to bid in order to convert customers at a smart price. Finally, analysts must interface with different paid search bidding platforms in order to actually place their bids.

And let鈥檚 not forget that paid search bidding isn鈥檛 a 鈥渟et it and forget it鈥 job.  Analysts are constantly updating bids day to day, and sometimes hour to hour.  Imagine going through this process for every single keyword, for every single one of 草榴社区鈥 partners. Your brain would literally catch fire.*

Our technology eliminates the need to manually bid on paid search keywords. It retrieves data for each keyword and uses predictive models to generate a bid that will maximize profitability for that keyword.

*This hypothesis not based on any real data or science.

Big tasks such as data centralization, model building and the setting of each bid in their respective paid search bidding platforms are all automated such that our live analysts need to do very little in order to ensure success of those processes. We also enabled this technology to capitalize on the capabilities of each search platform in order to further optimize performance of unique campaigns.

Could we have tried a third party solution? Maybe, but because of the complexity of the 草榴社区 business model, our unique data environment and our always-changing operations, we most often have to rely on our own capabilities to build custom technology solutions in-house. Plus, we had a lot of fun working closely with the many talented paid search and engineering experts on the 草榴社区 team. It鈥檚 incredibly rewarding to have the chance to create a one-of-a-kind technology solution that spans so many different disciplines and has become a core asset to 草榴社区鈥檚 success for the foreseeable future.

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The Secret Life of 草榴社区: Tommy Hines