Julie Hogan

Data Scientist

https://www.opentalent.in/julie-hogan

High energy physicist with the CMS experiment

Member since June 26, 2026

Key Strengths

Demonstrated experience with Python and C++ in scientific computing contexts, particularly in physics-related projects.
Familiarity with Shell scripting, indicating comfort with command-line tools and automation.
Experience with Jupyter Notebooks for data analysis and presentation.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are heavily concentrated in physics and scientific computing, which may indicate a strong academic or research background. While this demonstrates analytical capabilities, the lack of diversity in project domains and technologies outside of scientific computing might suggest a narrower scope of experience for a general 'Data Scientist' role. The projects are primarily personal, which is positive for initiative, but there's no information on collaborative work or team environments. The target role 'Data Scientist' is broad, and the candidate's current project portfolio aligns more specifically with scientific data analysis rather than general business intelligence, machine learning engineering, or broader data science applications.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Projects

test-crashes

July 18, 2024 – January 7, 2025

test-crashes — GitHub repository

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workshop2024-lesson-uncertainty

July 18, 2024 – December 10, 2024

workshop2024-lesson-uncertainty — GitHub repository

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workshop2024-lesson-uncertainties

July 18, 2024 – December 10, 2024

workshop2024-lesson-uncertainties — GitHub repository

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workshop2024-lesson-remote-hackathon

July 11, 2024 – December 10, 2024

Self-guided lessons for remote participants during the 2024 workshop hackathon

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workshop2024-lesson-cms-detector

July 2, 2024 – December 10, 2024

CMS Open Data Workshop 2024 pre-exercise for the CMS detector

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vlq-BtoTW-RDF

September 13, 2022 – September 22, 2025

RDataFrame analyzer for B -> tW searches with NanoAOD

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cms-opendata-guide

November 29, 2019 – Present

CMS Open Data Guide

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PhysObjectExtractorTool

February 4, 2019 – December 20, 2023

This repository has working code examples (snippets) on how to access different physics objects in the context of CMSSW software.

View Project

LongExerciseTopMass

December 8, 2017 – January 15, 2021

LongExerciseTopMass — GitHub repository

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B2GDAS

December 12, 2014 – January 14, 2020

B2GDAS — GitHub repository

View Project

Key Strengths

Demonstrated experience with Python and C++ in scientific computing contexts, particularly in physics-related projects.
Familiarity with Shell scripting, indicating comfort with command-line tools and automation.
Experience with Jupyter Notebooks for data analysis and presentation.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

Julie Hogan

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit