Sr. Machine Learning Engineer
Company: Mr. Cooper Group Inc.
Location: Lewisville
Posted on: May 24, 2025
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Job Description:
WHO WE AREWe are Xome, a real estate services company
headquartered in the Dallas, Texas area. As a subsidiary of Mr.
Cooper Group, we employ over 1,200 team members nationwide. The
nation's largest financial services companies look to us for
integrated and scalable business solutions that help simplify the
mortgage and real estate process.At the heart of everything we do
is our purpose: To keep the dream of home ownership alive. If that
sounds like a big, lofty goal, that's because it really is. And we
can't do it alone. Our entire team is focused on helping create a
stable and healthy housing industry. And, making sure the process
of buying/selling a home doesn't undermine the excitement of home
ownership. That's why we battle every day against the mediocrity of
the status quo to simplify the complex world of mortgage servicing,
lending and banking. We see ourselves as the experts who make doing
business easier. While others bring complexity and a lack of
transparency, we offer simplicity, trust, and visibility across the
entire property lifecycle. And we deliver radical customer
service.Now, you might be wondering; how exactly do you pronounce
Xome? Simple. ZOM (like home, if it started with a z)!DUTIES:Write
efficient and robust queries to extract, modify, and prepare data
for pre-processing from various datasets using SQL Servers,
Databricks, Azure Data Factory, and other cloud vendors. Develop,
train, and re-train Machine Learning models such as Genetic
Algorithms, Neural Networks, Linear Regression, and Gradient
Boosting using frameworks like TensorFlow, PyTorch, Keras, and
Sci-Kit Learn. Design and implement scalable programs, debug, and
deploy them.Conduct statistical analysis and feature distribution
analysis on domain-specific datasets to generate insights for ML
models. Design and implement MLOps architecture, CI/CD pipelines
with tools like MLFlow, Docker, and asset bundles. Review
literature in AVM/Real Estate and ML/AI domains to inform model and
solution design. Develop NLP pipelines involving NER and other
elements. Design and implement Large Language Models (LLMs) and
Generative AI solutions.Review ML models' design and
implementation, mentor junior data scientists, and collaborate with
cross-functional teams on ML/AI initiatives. Remote work is
permitted.REQUIREMENTS:
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Keywords: Mr. Cooper Group Inc., North Richland Hills , Sr. Machine Learning Engineer, Engineering , Lewisville, Texas
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