Postdoctoral Researcher in Explainable AI for Marine Ecosystems

il y a 4 semaines


Orsay, Île-de-France INRIA Temps plein
Job Title: Postdoctoral Researcher in Interpretable Machine Learning

Position Overview

We are seeking a postdoctoral researcher who is passionate about interpretable machine learning and its applications for environmental sustainability. This position emphasizes the advancement of explainable artificial intelligence (XAI) methodologies aimed at the characterization of marine ecosystems, utilizing data sourced from the Inria Challenge OcéanIA. The ideal candidate will collaborate with interdisciplinary teams to analyze and elucidate extensive collections of marine imagery gathered during research expeditions.

Main Responsibilities

  • Construct a comprehensive dataset to facilitate effective classification systems
  • Develop a lexicon of pertinent sub-concepts grounded in existing literature and domain expertise
  • Engage with OceanIA researchers across various locations
  • Assist in software development and initiatives for knowledge sharing
  • Contribute to the preparation of scientific articles and reports

Required Skills

  • Strong foundation in Machine Learning principles
  • Expertise in PyTorch or TensorFlow frameworks
  • Proficient programming skills
  • Collaborative team-oriented approach

Company Benefits

  • Subsidized meal options
  • Partial reimbursement for public transportation costs
  • Generous vacation policy along with additional leave days
  • Flexible working hours and telecommuting options
  • Access to advanced professional equipment
  • Participation in various social and cultural activities
  • Opportunities for professional development and training
  • Comprehensive social security coverage

Salary

Monthly gross salary: €2788



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