Machine Learning Engineer
Company: The Motley Fool
Location: Alexandria
Posted on: February 24, 2021
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Job Description:
Do you enjoy extracting value from our data? Does the prospect
of leading the processes from data collection, cleaning, and
preprocessing, to training models and deploying them to production
excite you? If you answered "yes" to any of those questions, then
we would love to talk with you about joining our Data Platform team
as a Machine Learning Engineer.Our purpose at The Motley Fool is to
help people become Smarter, Happier, and Richer. We educate people
on everything from how to choose the best credit card to how to
make the most of their 401(k).--We are looking for our next great
Fool to lead our ML initiatives.The ideal candidate will be a
confident, experienced machine learning engineer who is passionate
about machine learning and will stay up-to-date with the latest
developments in the field.Responsibilities:* Properly use
statistical techniques* Use data exploratory techniques using
visualization tools* Requirements gathering working with Business
Owners and ability to explain insights.* Ability to use choose
between a higher score versus explain* Understanding of
time-series* Verifying data quality, and/or ensuring it via data
cleaning* Analysis of data drift* Defining validation strategies*
Defining the preprocessing or feature engineering to be done on a
given dataset* Observing the best practices on training models*
Automatically tuning hyperparameters using tools like Grid Search*
Analyzing the errors of the model and designing strategies to
overcome them* Deploying models to productionSkills:* A minimum of
2 years of experience required* Proficiency with a deep learning
framework preferred* Proficiency with Python and basic libraries
for machine learning (PANDAS and Scikit-Learn)* Expertise in
visualizing and manipulating big datasets* Proficiency with auto-ML
and data modeling frameworks using AWS, Azure, and/or Google*
Ability to select hardware to run an ML model* Communication skills
and ability to collaborate with Data Engineers and Business
Analysts* Adept with Data Wrangling techniques
Keywords: The Motley Fool, Alexandria , Machine Learning Engineer, Engineering , Alexandria, Virginia
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