Data Science Developer

PaxeraHealth
  • Newton, MA
  • Autofill and Review
30+ days ago

Job 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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Numbers & Facts

LocationNewton, MA

Skills

  • Algorithmsunmatched
  • Analysis Skillsunmatched
  • Architectural Analysisunmatched
  • Artificial Intelligence (AI)unmatched
  • C++ Programming Languageunmatched
  • Clinical Assessmentunmatched
  • Clinical Trialunmatched
  • Computer Scienceunmatched
  • Cross-Functionalunmatched
  • Data Scienceunmatched
  • Data Setsunmatched
  • Deep Learningunmatched
  • Digital Imaging and Communications in Medicine (DICOM)unmatched
  • Emerging Technologyunmatched
  • Healthcareunmatched
  • Healthcare Softwareunmatched
  • Identify Issuesunmatched
  • Imaging Applicationunmatched
  • Machine Learningunmatched
  • Medical Diagnosisunmatched
  • Medical Imagingunmatched
  • Picture Archiving and Communication System (PACS)unmatched
  • Problem Solving Skillsunmatched
  • Quality Metricsunmatched
  • Radiology Information System (RIS)unmatched
  • Regulationsunmatched
  • Software Designunmatched
  • Software Developmentunmatched
  • Software Engineeringunmatched
  • System Integration (SI)unmatched
  • Test Plan/Scheduleunmatched

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