Victoria Mansfield

Data Science Manager at Paradigm
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Location
Greater Minneapolis-St. Paul Area

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Experience

    • United Kingdom
    • Defense and Space Manufacturing
    • 1 - 100 Employee
    • Data Science Manager
      • May 2023 - Present
    • United States
    • Software Development
    • 100 - 200 Employee
    • Data Science Lead
      • Feb 2022 - Apr 2023

      Clinical trial assessment and analytics; Development, reporting, and assessment of KPIs for internal and external stakeholders. Maintaining reproducible analytics and engineering code in python and dbt. Collaboration with data, customer, product, sales, and marketing teams to support global clinical trials at the sponsor and site levels.

    • Senior Data Scientist
      • Mar 2021 - Feb 2022

      Analysis of a variety of datasets to deliver insights for clinical trials in actionable ways through models, reports, visualizations, dashboards, and other mediums.

    • United States
    • Hospitals and Health Care
    • 1 - 100 Employee
    • Principal Data Scientist
      • Feb 2019 - Mar 2021

      Healthcare research and analysis, involving clinical background research, data manipulation, statistical analysis, pilot study coordination, and design of experiments using statistical and machine learning concepts paired with healthcare claims, electronic health record, and medical device data. Mentorship and management of several mid and junior-level data scientists. Development of data science strategies for oncology, mental health, and maternity research areas.

    • Senior Data Scientist
      • May 2018 - Feb 2019

      Healthcare research and analysis, including clinical background research, data manipulation, statistical analysis, pilot study coordination and analysis. Mentorship and technical leadership of new data science team members.

    • United States
    • Research
    • 1 - 100 Employee
    • Data Scientist
      • Jun 2017 - May 2018

      Healthcare research, including literature review, data mining, machine learning, model building and analysis, evidence synthesis, and experimental data analysis. Healthcare research, including literature review, data mining, machine learning, model building and analysis, evidence synthesis, and experimental data analysis.

    • Higher Education
    • 700 & Above Employee
    • Statistical Analyst: Research, Analysis, and Consulting
      • Sep 2016 - May 2017

      Self-driven and school-related analysis projects. Worked with several clients in the Madison, WI area to consult on studies and deliver statistical analysis, research, and results through a variety of methods including linear and generalized linear regression, boosting and classification, and variable selection. Projects include: Factors Impacting Milk Production on Organic Wisconsin Dairy Farms; Identification of Risk Factors for Heart Disease; Effects of Gymnastics Activity on Early Adult… Show more Self-driven and school-related analysis projects. Worked with several clients in the Madison, WI area to consult on studies and deliver statistical analysis, research, and results through a variety of methods including linear and generalized linear regression, boosting and classification, and variable selection. Projects include: Factors Impacting Milk Production on Organic Wisconsin Dairy Farms; Identification of Risk Factors for Heart Disease; Effects of Gymnastics Activity on Early Adult Female Bone Development.

    • Lecturer
      • Jan 2016 - May 2017

      Taught introductory statistics to undergraduate students, filled out semester grade reports, and collaborated with other instructors to plan course curriculum and prepared homework assignments and exams

    • Statistical Analyst and Consultant: Master's Exam Analysis
      • Nov 2016 - Nov 2016

      Consulted with two different clients on experimental design and methodology and performed statistical analyses of their datasets. Projects include: Examining Kohala Plant Ecology; Association between CSF Biomarkers and Cognitive Decline in Preclinical Alzheimer’s Disease.

    • Teaching Assistant
      • Aug 2015 - Dec 2015

      Prepared and led discussions for elementary statistics students, communicated with instructor and other course TAs, respond to student questions and emails, offered additional assistance in department tutor lab

    • United States
    • Information Technology & Services
    • 200 - 300 Employee
    • Project Engineer Intern
      • May 2014 - Jun 2015

      Worked with OS Feature Test group to plan and track current and future software releases; my duties included effort approximation for feature and system testing, tracking past data for early ROM estimates of future projects, maintaining employee activity reports, and effectively communicating with my coworkers. Worked with OS Feature Test group to plan and track current and future software releases; my duties included effort approximation for feature and system testing, tracking past data for early ROM estimates of future projects, maintaining employee activity reports, and effectively communicating with my coworkers.

    • Mathematics Tutor
      • Jan 2014 - May 2015
    • Research Assistant
      • Jun 2013 - Jul 2013

Education

  • University of Wisconsin-Madison
    Master of Science (M.S.), Statistics
  • University of Wisconsin-Stout
    Bachelor of Science (B.S.), Applied Mathematics and Computer Science

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