Kate Dums
Washington DC,DC
Summary
Early-career data scientist with knowledge of machine learning, statistical modeling, and data visualization, with a strong interest in applying data science to policy evaluation and research. Skilled in translating complex data into actionable insights for diverse audiences using tools like R, python, and Databricks. Seeking to transition from professional services to a research-oriented role to contribute to evidence-based policymaking and evaluation.
Overview
6
6
years of professional experience
Work History
Data Scientist
Aon Corporation
07.2022 - Current
- Part of an R&D team developing tools to support clients looking to implement skill-based workforce practices
- Collaborated with internal and external stakeholders, identifying and gathering analytical requirements for client, product and projects needs
- Provided comprehensive analysis and recommend solutions to address business problems and issues using data from internal and external sources impacting growth and profitability across product and service offerings
- Leveraged analytics to drive business development, productivity and process improvement.
- Experiencing consulting with C-Suite audiences to deliver complex analytical results in an actionable manner
- Complete pay equity analyses and remediation suggestions to clients
Data Science Intern
UW-Madison Statistics Department
04.2021 - 12.2021
- Worked to increase productivity through keeping detailed logs of organizational information such as labels
- Coordinated with peers to manage large amounts of data through workflow scheduling and accuracy to avoid duplication
- Ran statistical analyses within software to process large datasets
Intern
Standpoint (Battered Women's Legal Advocacy)
05.2019 - 09.2019
- Spoke with clients to obtain key information regarding case planning with attorneys on staff.
- Organized spreadsheets, presentations, and calendars of staff to assist with outreach event planning
- Offered friendly and efficient services to all customers, handling challenging situations wit care and ease.
- Created accurate documents to be shared with clients regarding domestic abuse laws.
Education
Master of Science - Data Analytics And Public Policy
Johns Hopkins
Washington DC12-2025
Bachelor of Science - Data Science, Political Science
University of Wisconsin - Madison
Madison, WI05.2022
Skills
- Statistical Analysis and Modeling: Skilled in developing robust statistical models and applying advanced quantitative methods to analyze complex datasets using tools like R and SQL
- Collaboration and Teamwork: Proven ability to work effectively both independently and within cross-functional teams to deliver impactful insights and solutions
- Data Visualization: Expertise in creating clear, compelling visualizations using tools like ggplot2 and Tableau to present data-driven narratives
- Machine Learning and Predictive Analytics: Experienced in implementing machine learning models, including Scikit-Learn, to solve real-world problems and extract actionable insights from data
- Technical Communication: Adept at translating complex technical findings into accessible insights for diverse audiences, including non-technical stakeholders
- Infrastructure and Tools: Proficient in leveraging modern data platforms like Databricks and Snowflake for efficient data processing and analysis
- Research and Writing: Experienced in academic research and writing, including drafting detailed, evidence-based reports and publications
- Client Engagement and Management: Skilled in fostering strong client relationships by delivering tailored solutions and managing project expectations
Timeline
Data Scientist
Aon Corporation
07.2022 - Current
Data Science Intern
UW-Madison Statistics Department
04.2021 - 12.2021
Intern
Standpoint (Battered Women's Legal Advocacy)
05.2019 - 09.2019
Master of Science - Data Analytics And Public Policy
Johns Hopkins
Bachelor of Science - Data Science, Political Science
University of Wisconsin - Madison
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