Senior Data Scientist Clinical Trials Integration

il y a 4 jours


Paris, Île-de-France Inria Temps plein
Job Description

Inria is seeking a skilled Data Analytics Specialist to join our team in the role of integrating external multi-source data in clinical trials.

This project focuses on enhancing decision-making in clinical research by selecting relevant external data, assessing similarity, discordance, and heterogeneity of results from various sources. The first task involves refining divergence-based distances to measure concordance between posterior distributions, ensuring that differences in sample sizes across sources do not distort comparisons. Transformations will be applied to standardize distributions, enabling consistent and meaningful integration of information.

The second task addresses the issue of research waste caused by interrupted clinical trials, which often lead to significant information loss and reduced statistical power. This project aims to develop statistical methods to mitigate these challenges, employing frequentist analyses, Bayesian inference, and the incorporation of synthetic and auxiliary data from external sources.


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