Data Science Developer

PaxeraHealth

  • Newton, MA
  • 30+ days ago

    Highlights

    SUMMARY: The Data Science Developer is responsible for understanding the business problems, identifying/applying the right AI or cognitive computing technologies to solve problems, and is involved in the formulation and execution of technology solutions. Work with cross-functional teams, including radiologists, medical professionals, and software engineers, to develop and test new algorithms and models.

    Numbers & Facts

    LocationNewton, MA

    Description

    SUMMARY: 

    The Data Science Developer is responsible for understanding the business problems, identifying/applying the right AI or cognitive computing technologies to solve problems, and is involved in the formulation and execution of technology solutions.

    ESSENTIAL FUNCTIONS AND RESPONSIBILITIES

    • Collect, preprocess, and analyze large datasets to identify patterns and features.

    • Develop and apply machine learning algorithms to improve diagnosis accuracy and reduce false positives.

    • Work with cross-functional teams, including radiologists, medical professionals, and software engineers, to develop and test new algorithms and models.

    • Design and develop software tools and frameworks to automate the processing and analysis of medical images.

    • Implement deep learning architectures for image analysis and classification tasks.

    • Participate in the design and implementation of clinical studies to evaluate the performance of developed algorithms and models.

    • Ensure that developed models and algorithms meet regulatory and quality standards

    • Keep up-to-date with the latest trends and technologies in the field of medical imaging and data science.

    REQUIRED EDUCATION AND EXPERIENCE

    • 5 years of experience in the development and integration of complex imaging systems and/or medical image diagnosis software

    • Experience in developing with C++

    • Knowledge of DICOM development and troubleshooting experience

    • Prior experience developing healthcare components (PACS, VNA, RIS) and workflows

    • Experience with C++, C#, Python, machine learning

    • B.S. in Computer Science or related field. An M.S. or PhD is a plus


     


     

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