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Job Details

Software Engineer - Machine Learning Infrastructure

Company name
Quora

Location
Mountain View, CA, United States

Employment Type
Full-Time

Industry
Engineering, It

Posted on
Jan 07,2019

Valid Through
Apr 22,2019

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Profile

Description:

We think Machine Learning is going to play an important role in helping Quora achieve its mission of growing and sharing the worlds knowledge. We have tens of Machine Learning models in production powering various product features. We use a variety of algorithms — everything from linear models to decision trees and deep neural networks. Our production models operate at a huge scale and help over a hundred million people using Quora every month.

We want to empower all ML engineers at Quora to be as impactful as they can be in solving different ML problems at scale. To that end, we are looking for engineers to help us build our company-wide ML development platform. In this role, you will be the part of a small team solving very interesting technical problems at the intersection of various exciting domains like Machine Learning, Distributed Systems and High Performance Computing. Your work will have an enormous impact on Quoras long-term success.

Responsibilities:

Build and maintain large scale distributed systems to support the whole pipeline from data collection and training to deployment

Write efficient implementations of ML algorithms over CPUs & GPUs

Integrate our in-house systems with open source libraries like Spark and Tensorflow

Build abstractions to automate various steps in different ML workflows

Build tools to debug, visualize and inspect various features and models

Work with the engineers who use the platform, and help them be more impactful by improving the platform

Requirements

5 years of industry experience in Machine Learning, Infrastructure or related fields

Experience with designing large-scale distributed systems

Experience with building end-to-end machine learning systems

Knowledge of Python or C , or the ability to learn them quickly

BS, MS or PhD in Computer Science, Engineering or a related technical field

Love of the Quora product

Company info

Quora
Website : https://www.quora.com/

Company Profile
Quora’s mission is to share and grow the world’s knowledge. A vast amount of the knowledge that would be valuable to many people is currently only available to a few — either locked in people’s heads, or only accessible to select groups. We want to connect the people who have knowledge to the people who need it, to bring together people with different perspectives so they can understand each other better, and to empower everyone to share their knowledge for the benefit of the rest of the world.

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