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Research Assistant (Computer Science)

Johns Hopkins University

Computer Science2 weeks ago
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Job Type

full time

Description

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Whiting School of Engineering is seeking a Research Assistant to work with a PI or a research team to curate data, train machine learning models, develop AI-powered tools for clinical research purposes, and perform analyses on complex electronic health records data.

The Research Assistant oversees data collection, data organization, and/or data management or similar functions/tasks for research study(ies) in support of a PI or a research team.

Specific Duties & Responsibilities

  • Run routine and ad hoc reports.
  • Use standard tools and computer programs to review data.
  • Assist with data cleaning measures to ensure accuracy of data and preparation of tables.
  • Lead basic activities such as data collection and data entry.
  • May lead specific tasks and develop processes to ensure study activities occur effectively and efficiently.
  • May conduct literature searches to support faculty in research efforts.
  • May design and format papers/publications.
  • May assist PIs in writing summaries of papers for release as policy briefs or other channels.
  • Other duties as assigned


In addition to the duties described above

  • Develop AI user interfaces for clinical research purposes.
  • Curate, annotate, and analyze data related to AI system performance.
  • Participate in writing manuscripts and other scientific communications.
  • Lead specific tasks and develop processes to ensure study activities occur effectively and efficiently.
  • Conduct literature searches to support faculty in research efforts.
Minimum Qualifications
  • Bachelor's Degree in a related field.
  • Additional education may substitute for required experience and additional related experience may substitute for required education beyond a high school diploma/graduation equivalent, to the extent permitted by the JHU equivalency formula.
Preferred Qualifications

  • Masters Degree in Computer Science, Biostatistics, or a related field.
  • Strong programming skills in python, including familiarity with scikit-learn, pandas, pytorch, and related packages.
  • Training and/or experience working with computer vision and language models.
  • Strong communication skills (both written and oral)
  • Experience conducting research using electronic health record data

Technical Skills and Expected Level of Proficiency

  • Analytical Skills - Awareness
  • Attention to Detail - Awareness
  • Data Management and Analysis - Awareness
  • Formatting and Layout Proficiency - Awareness
  • Information Gathering - Awareness
  • Oral and Written Communications - Awareness
  • Organizational Skills - Awareness

The core technical skills listed are most essential; additional technical skills may be required based on specific division or department needs.

 


 

Classified Title:  
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Location: Homewood Campus  
Department name: Department of Computer Science  
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Skills

machine learningpythonscikit-learnpandaspytorchcomputer visionclinical researchelectronic health records