Machine Learning Engineer
4 weeks ago
Froedtert Health is seeking a skilled Machine Learning Engineer to collaborate with Administrative and Analytics leadership to design and architect the platform for establishing pipelines using Machine Learning Operations principles. The ideal candidate will have a strong background in machine learning and experience in a healthcare setting.
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 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.
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Milwaukee, Wisconsin, United States Froedtert Health Full timeJob Description for Machine Learning EngineerFroedtert Health is seeking a skilled Machine Learning Engineer to collaborate with our Analytics leadership in designing and architecting a platform for establishing pipelines using Machine Learning Operations principles.Key Responsibilities:Work with Administrative and Analytics leadership to design and...
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