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NETSEC DESIGN
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Data scientist SIG

NETSEC DESIGN · Issy-les-Moulineaux, A8, FR

Actively hiring Posted 4 months ago

Objet et description de la missionExpertise Data Scientist ? Modélisation & compétences SIG

ContexteLe projet vise à construire un découpage territorial en secteurs géographiques équilibrés, tant en termes de durée de distribution que de taille.

Un modèle prédictif est développé afin d?estimer la durée de distribution de chaque secteur à partir d?indicateurs routiers, géospatiaux et fonctionnels.

Des données GPS historiques permettent de reconstituer la durée réelle de couverture des secteurs. Toutefois, ces données ne seront pas disponibles en phase d?inférence. L?enjeu consiste donc à extraire, à partir des traces GPS, des indicateurs structurels et stables caractérisant chaque secteur, exploitables en production

Objectifs de la missionExtraire et formaliser des features géospatiales robustes à partir des traces GPS

Concevoir, entraîner et évaluer un modèle prédictif de durée de distribution par secteur

Garantir la stabilité temporelle et spatiale des indicateurs construits

Structurer une méthodologie réplicable, industrialisable et documentée

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