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We are excited to announce the open source availability of Imhotep, the interactive data analytics platform that powers data-driven decision making at Indeed. When we test changes to our applications and services, whether to our user interface or our backend algorithms, we measure how those changes affect job seekers. We built Imhotep to allow our engineering and product organizations to focus on
Imhotep: Large Scale Analytics and Machine Learning at Indeed This talk was held on Wednesday, March 26, 2014 at 7:00pm To scale the building of decision trees on large amounts of Indeed job search data, we created a system called Imhotep. In addition to being a crucial tool for building these machine learning models, Imhotep has proven to be applicable to many different analytics problems. The co
On October 2nd, we hosted the eighth talk of the @IndeedEng speaker series in our Austin office. Indeed product manager Tom Bergman and software engineer Matt Schemmel presented “Managing Experiments and Behavior Dynamically with Proctor,” describing Indeed’s Java-based system for defining and managing our many A/B experiments. They also proudly announced that we have made Proctor available open s
At this very moment, Indeed is running more than one hundred A/B experiments. These experiments are controlled by a system we built called Proctor. We’re excited to announce that Proctor is now open source. We built Proctor here at Indeed, applying the lessons learned from many years of running experiments. The design and features of Proctor were focused on these key goals: Easy, rapid, and safe a
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