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Job Details

python Machine Learning pipeline refactor and database management

Salary
$8-15

Location
New York City, NY, United States

Posted on
Aug 06, 2020

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python Machine Learning pipeline refactor and database management
I have built a python based machine learning pipeline on finance data through a series of about 5 or 6 notebooks that Id like to have automated into organized scripts and/or libraries.
The notebooks go from data download, to processing the data and feature engineering, training on a large feature set, storing the results, and then training on a smaller feature set. After that, theres some post-processing.
Id like someone who is an expert in building flexible and usable machine learning pipelines as well as someone who understands how to design and maintain a relational database for this type of work.
All thats required though is a good sense of how to design a python project and manage time series data.
The pipeline is based primarily on pandas and filesystem csvs or .pkl. Id like someone to come in and automate the workflow.
Skills:
Python
, Machine Learning (ML)
, Data Mining
, Database Design

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