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Data Analyst - Machine Learning

University of Massachusetts Medical School

Location : Canton, MA, US, 02021

Job Type : Other

Date Posted : 27 June 2024

Job Category : Management Analysts

Industry : Health Care

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Overview

GENERAL SUMMARY OF POSITION:

Under the general supervision of the department head, or designee, the Data Analyst will conduct data analyses and develop/ produce all related reports. This position will provide information to leadership regarding state-of-the-art data analytics and opportunities to enhance analyses, machine learning, and statistics modeling.

Responsibilities

MAJOR RESPONSIBILITIES:

  • Design and develop data analytics, statistical methods and machine learning models based on a thorough knowledge of data files and related systems
  • Design and implement data management and quality control procedures, including writing technical requirements and documentation of data sets
  • Participate in project meetings related to data analysis and management
  • Produce and report data analysis reports. May be required to provide tabular and graphic summaries of analyses in a form suitable for inclusion in manuscripts for publication in peer-reviewed scientific journals as well as for presentation at scientific meetings
  • Conduct in-depth analysis of project data, performing computations with a high degree of independence
  • Ensure the accuracy of reports by data review and resolving discrepancies internally for assigned reports
  • Provide interpretation of data to senior management
  • Provide periodic reports to management regarding the status of assigned projects and recommend corrective actions when necessary
  • Schedule, plan, coordinate, and review project activities related to data
  • Review and monitor compliance with the federal and state regulations
  • Perform other duties as required
Qualifications

REQUIRED QUALIFICATIONS:

  • Bachelor’s degree in mathematics, computer science, or a related field or equivalent
  • Demonstrated experience/skills in appropriate machine learning and statistical applications
  • Demonstrated ability to research issues and resources; basic record-keeping and organizational skills
  • Demonstrated ability to write reports, journal articles and/ or other technical documents
  • Excellent communication, both oral and written
  • Interpersonal skills necessary to interact successfully with a wide range of individuals

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