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Home » Summer Health Internship Program – Lead NLP Data Scientist In Tuckahoe

Summer Health Internship Program – Lead NLP Data Scientist In Tuckahoe

    Website McKesson

    Job Description:

    We are looking for an experienced NLP Machine Learning Engineer/Data Scientist with a strong blend of business acumen and technical skills. The NLP Machine Learning Engineer/Data Scientist is involved in the full lifecycle of NLP data solutions, from data engineering, modeling, operations, presentation, maintenance, and benefit tracking. This is the ideal opportunity to become part of an innovative and energetic team that develops analytical tools that influence our products that make a difference in oncology care.

    Job Responsibilities:

    • A strong team player who will collaborate with product management, product owners and engineering departments to understand business needs and devise solutions
    • The role of the NLP Machine Learning Engineer/Data Scientist is a highly collaborative role. This position is expected to work closely with other analysts, data warehousing, and data engineering teams in creating big data applications through the utilization of structured and unstructured data, designing and developing optimal data architecture, and experimenting on new machine learning techniques.
    • The NLP Machine Learning Engineer/Data Scientist also works in collaboration with senior management of Data and Analytics and serves as a reliable advisor in the creation and implementation of useful information for the business

    Job Requirements/Qualifications:

    • Designing and developing optimal data architecture for data warehousing of unstructured data and insights
    • Data engineering and data manipulation using Python, PySpark, and Pandas.Make use of state-of-the-art NLP model architectures such as BERT (and derivatives like BioBERT, RoBERTa, etc.), BiLSTM, and XLNet in production pipelines
    • Provide mentorship and guidance to junior team members in areas of technical and professional development
    • Develop and lead Optical Character Recognition (OCR) solutions, bringing insight to attached documents contained in the Electronic Medical Record (EMR) System
    • Design, test and maintain Natural Language Processing (NLP) applications using the latest in testing methodologies.
    • Lead the development of machine learning NLP models from unstructured healthcare data such as provider notes, EMR attached documentation, etc.
    • Perform code reviews to guarantee high quality products moving to production
    • Use of John Snow Labs (JSL) Technology/Pre-Built Models
    • Participate in the full lifecycle of end-to-end NLP and OCR solutions, from planning, designing, technical implementation, deployment, validation, support, and maintenance
    • Design, implement, deploy, and maintain deep learning and machine learning models using cloud technologies (e.g., AWS, GCP, Azure. Preferably AWS.)
    • Collaborate with other machine learning engineers/data scientists and provide technical direction

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