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Posted 7 years, 7 months ago

Capital One

Machine Learning Engineer

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Roles

Machine Learning Engineer

Tech stack

machine learning RNNs GANs synthetic data generation model drift detection serverless data profiling distributed systems cloud hyperparameter tuning

Location

UIUC Research Park, Onsite, Remote

Work setup

Employment
Full-time Employee
Level
Senior

Description

The Data Innovation Team (part of C4ML) on the UIUC campus in research park is focused on unsupervised and semi-supervised solutions to data-related problems, including profiling data, identifying & tracking model drift, and creating synthetic data. Work includes generating synthetic data using RNNs and GANs; identifying complex data types using RNNs (e.g., SSN, Address, Phone Number); developing distributed and serverless systems to enable machine learning in the cloud; hyperparameter tuning at enterprise scale; and patenting technologies. US CITIZEN Required. Apply: https://rolp.co/VBMlf. Reference post: https://medium.com/capital-one-tech/why-you-dont-necessarily-need-data-for-data-science-48d7bf503074

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