Postdoctoral Researcher in Topological Data Analysis

il y a 18 heures


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

We are seeking a highly motivated Postdoctoral Researcher to join our team at Inria, a leading research institute in digital sciences and technologies. The successful candidate will work on developing tools for Topological Data Analysis (TDA) and multi-parameter persistent homology, with a focus on addressing challenges in multimodal and longitudinal data.

Key Responsibilities:
  • Design and develop new descriptors for multivariate/multimodal time series based on TDA and other representations.
  • Develop new models for data generation and applications of TDA to time series data, particularly in healthcare.
  • Collaborate with our team to integrate TDA into machine learning pipelines and explore its applications in various domains.
Requirements:
  • PhD in a relevant field (e.g., computer science, mathematics, statistics).
  • Strong background in TDA, machine learning, and data analysis.
  • Excellent programming skills in languages such as Python or R.
What We Offer:
  • Opportunity to work with a talented team of researchers and engineers.
  • Access to state-of-the-art research infrastructure and resources.
  • Competitive salary and benefits package.
About Inria:

Inria is a French research institute dedicated to digital sciences and technologies. We employ over 2,600 people and collaborate with academic partners to tackle the challenges of the digital transformation.



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