Johnathon Peruski
Data Science Manager, Amazon
- Role
- Data Science Manager at Amazon
- Location
- Arlington, VA, US
- LinkedIn followers
- 500 followers
About Johnathon Peruski
Applied data science and machine learning leader at the manager and director level with 9+ years of hands-on experience developing methods for large-scale inference, optimization, simulation, and predictive applications in finance, media, and advertising. Experience bringing data science to finance, operations, and sales teams and senior leaders with limited exposure to advanced analytics. Well versed in the data science project lifecycle including proposals, data pipelines, modeling, validation, and model audit. Passionate about improving data science interpretability for non-technical audiences, functional architecture, and data science strategy and ROI.
Experience
Data Science Manager
Dec 2025 — Present
Education
University of Virginia
Bachelor of Science (B.S.) with Distinction, Systems Engineering
2010 — 2014
George Mason University
Master of Science (M.S.), Statistics
2016 — 2018
Skills
- Economics
- Microsoft Excel
- Analytics
- Keras
- Sql
- Data Wrangling
- Hadoop
- Data Infrastructure
- Economic Modeling
- Apache Pig
- Python
- Statistics
- Optimization
- Data Analysis
- Machine Learning
- Postgresql
- Predictive Modeling
- R
- Statistical Programming
- Deep Learning
- Statistical Modeling
- Data Visualization
- Visual Basic
- Data Science
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