PhD Position in Mechanistic Learning of Lung Cancer Natural History

il y a 7 jours


Marseille, Provence-Alpes-Côte d'Azur, France INRIA Temps plein

Project Overview

This PhD position is part of the LUCA-pi national RHU project, a 30M€ initiative consisting of Inria-Inserm COMPO, AP-HM, Gustave Roussy Institute, and Center for Immunology of Marseille.

The project aims to develop a mechanistic mathematical model of lung cancer national history and combine it with machine learning algorithms to predict localized, early-stage lung cancer or post-surgery metastatic relapse.

Key Responsibilities

  • Review of the literature
  • Benchmark of existing methods
  • Development of novel mechanistic learning algorithms
  • Interactions with biological and clinical partners
  • Writing scientific publications

Additional Activities

  • Continuous integration / continuous deployment of the code
  • Data visualization
  • Statistical reporting to partners

Requirements

  • Excellent programming skills in R and/or Python
  • Strong background in statistics and machine learning
  • Hands-on experience with real-world data analysis
  • Ideal experience in mixed-effects modeling
  • Experience in computer vision is a plus
  • Strong motivation for medical and societal applications of computational methods
  • Knowledge of biology and/or medicine is a plus
  • Ability to work independently and as a team, good relational skills

Benefits

  • Subsidized meals
  • Partial reimbursement of public transport costs
  • Leave: 7 weeks of annual leave + 10 extra days off due to RTT + possibility of exceptional leave
  • Possibility of teleworking and flexible organization of working hours
  • Professional equipment available
  • Social, cultural, and sports events and activities
  • Access to vocational training
  • Contribution to mutual insurance

Salary

Gross Salary per month: 2100€ brut per month (year 1 & 2) and 2190€ brut per month (year 3)



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