Antoine Machut

Maître De Conférences at Panthéon-Assas université, CARISM, Institut français de presse

Paris, Ile-de-France
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Summary

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Antoine Machut is a Maître de conférences in Paris specializing in media sociology, sociology of professions, and digital sociology, with five years of postdoctoral and research experience across CNRS, Sciences Po médialab, and Université Grenoble Alpes. He combines quantitative analysis of large survey and digital trace data with sequence analysis in R and advanced ggplot visualization to study career trajectories, journalism labor markets, and the social impacts of crises like the COVID lockdowns. His work reconstitutes thousands of professional careers from LinkedIn traces and manages complex panel surveys, demonstrating both methodological rigor and practical data stewardship. Antoine has helped build and document major collaborative datasets (VICO, FlexMediaLives, ProVirCap) and co-developed ANR project proposals, signaling a knack for turning fieldwork and computational methods into funded, reproducible research. An unexpected strength is his journalistic background, which informs a keen sensitivity to media framing and narrative alongside his technical fluency in digital social science methods.
code5 years of coding experience
bookDESMA, DESMA at Grenoble Ecole de Management
bookMaster's degree Journalisme, Master's degree Journalisme at Institut d'études politiques de Grenoble
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Github Skills (13)

csv10
fast-csv10
cli9
rust8
command-line-tool8
command-line7
json1
json-api1
api1
csv-import1
r-package1
csv-parser1
r1

Programming languages (4)

RRustHTMLPython

Github contributions (5)

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medialab/reproduction_wlwf

Sep 2024 - Mar 2025

Contributions:34 pushes in 6 months
Contributions:1 push, 1 branch in 1 day
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Antoine Machut - Maître De Conférences at Panthéon-Assas université, CARISM, Institut français de presse