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    Sr. Machine Learning Engineer - Chicago, United States - Allscripts

    Allscripts
    Allscripts Chicago, United States

    2 weeks ago

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    Description
    This job was posted by : For more information, please see: \ Allscripts \ \

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    Welcome to Veradigm Our Mission is to be the most trusted provider of innovative solutions that empower all stakeholders across the healthcare continuum to deliver world-class outcomes.

    Our Vision is a Connected Community of Health that spans continents and borders.

    With the largest community of clients in healthcare, Veradigm is able to deliver an integrated platform of clinical, financial, connectivity and information solutions to facilitate enhanced collaboration and exchange of critical patient information.

    Veradigm Payer


    Veradigm understands that managed care organizations, pharmacy benefit managers (PBMs), insurance companies, health plans, and other payers need to balance controlling costs with the goal of providing the highest quality of care and optimizing health outcomes for their members.


    Solutions from Veradigm Payers:
    Deliver insights to drive quality outcomes cost-effectively
    Improve efficiency for themselves, their providers, and their members through high-speed clinical data exchange
    Impact point-of-care decision making positively by integrating payer guidance and prior authorization management directly in each healthcare providers existing workflow


    Job Description:
    We seek a talented and dedicated software engineer to support Machine Learning/Natural Language Processing (ML/NLP).

    This person would work closely with our Data Scientists, product teams, DevOps, and content experts to enhance and optimize existing NLP engines and ML models, and to develop new ones.

    The ideal candidate will have a strong technical background in ML and NLP, along with practical experience with health or other highly sensitive data.


    Key Responsibilities:


    Collaborate with Data Scientists and product experts to evaluate opportunities for applying ML and NLP technologies to improve the quality and efficiency of health care; to scale and optimize efficiency of internal processes; and to find insights latent in the data that may not be discoverable otherwise.


    For compelling opportunities, collaborate with product designers, content experts, data science colleagues, and DevOps specialists to design, develop, train, evaluate, deploy, monitor, and to maintain robust ML and NLP applications.

    Help optimize existing ML models and NLP solutions for better accuracy and performance, particularly in processing healthcare-related data.


    Work with content experts and data architects to build and improve data pipelines to ensure seamless data flow and integration for ML and NLP applications.


    Design and conduct the training, testing, and validating ML/NLP models, working closely with data curators/SMEs and data scientists to ensure that good AI practices are followed, and that models achieve sufficient performance (statistical, operational, privacy/security) to warrant deployment within a healthcare setting.

    Stay abreast of the latest developments in ML and NLP technologies, and with best practices in responsible AI.

    Ensure adherence to data privacy and security\ \


    PI
    \ \ Allscripts is an Equal Opportunity Employer and does not discriminate against any applicants for employment based on their race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, physical or mental disability, genetic information, veteran status, uniformed service member status, or any other status protected by law.
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