Machine Learning Engineer
Company: Froedtert ThedaCare Health, Inc
Location: Menomonee Falls
Posted on: October 5, 2024
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Job Description:
Froedtert ThedaCare Health, Inc. Machine Learning
EngineerFroedtert ThedaCare Health, Inc., in Wauwatosa, WI seeks a
Machine Learning Engineer to collaborate with Admins and Analytics
leadership to design and architect the platform for establishing
Pipelines using Machine Learning Operations principles. Candidate
must reside within commuting distance of Froedtert Theda Care
Health Woodland Prime location.Duties Include:Work with
Administrative and Analytics leadership to design and architect the
platform for establishing pipelines using Machine Learning
Operations principles; work with data scientists and engage in
Machine Learning Model development and deployment lifecycle; work
with analysts and developers to integrate Artificial
Intelligence/Machine Learning ML/AI ) results into Analytic
Products and/or Business Applications; work with IT Teams to enable
and maintain pipelines between Business Applications and ML/AI
Results; ensure compliance with healthcare data privacy and
security standards, including HIPAA, maintaining the
confidentiality and integrity of sensitive patient information;
continuously monitor and assess the performance of deployed models
and analytics strategies, making ongoing adjustments and
enhancements; develop tools and libraries that support machine
learning projects and experiments; provide coaching to the data
scientists with engineering solutions for complex ML use-cases and
be a champion for utilizing the best practices; continuously
explore and assess new technologies, techniques, and tools in
machine learning and AI that can enhance the capabilities of
existing systems and products; collaborate with Care Providers and
Operational Teams on Gemba Walks (in person, onsite observation of
workflows); develop, validate and implement advanced algorithms and
models for predictive analytics, utilizing machine learning and
statistical techniques, to uncover insights, trends, and patterns
that are crucial for patient care and health outcomes; extract,
clean and analyze data from a variety of sources including
electronic health records, patient surveys, operational statistics,
etc.; create data visualization and reporting tools to support
decision-making processes; stay abreast of industry trends, and
best practices in healthcare analytics, applying new knowledge and
innovations to ongoing initiatives; work with stakeholders across
the organization to understand critical issues and opportunities
for data-driven initiatives; communicate complex machine learning
concepts to non-technical stakeholders, helping them understand the
implications and benefits for business strategy; communicate
project status, resolve and/or escalate issues.Minimum
Qualifications:Master s Degree (or U.S. equivalent) in
Statistics/Biostatistics, Computer Science, Mathematics, Management
Information Systems or related field, plus three years of Data
Analysis or Data Scientist experience including each of the
following:
Keywords: Froedtert ThedaCare Health, Inc, Carol Stream , Machine Learning Engineer, Engineering , Menomonee Falls, Illinois
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