Machine Learning Specialist for Multidisciplinary Research

Há 6 dias


Porto, Porto, Portugal Université Toulouse Capitole Tempo inteiro

About Université Toulouse Capitole

Université Toulouse Capitole is a renowned institution committed to advancing knowledge and innovation in various fields, including computer science. Our university aims to create a dynamic research environment that fosters collaboration and excellence.

Job Overview

We are seeking an exceptional Machine Learning Specialist to join our IRIT laboratory as part of the ANR-JCJC MIMICO project. The selected candidate will contribute to designing and evaluating a new approach based on surrogate models for multi-agent systems.

Key Responsibilities:

  • Design and implement ensemble machine learning algorithms for exploring and calibrating multi-agent models.
  • Develop active learning strategies to improve the accuracy and efficiency of model exploration and calibration.
  • Collaborate with the SMAC team to advance the state-of-the-art in machine learning and agent modeling.

Requirements

To be successful in this role, you should possess:

  • A PhD in Computer Science or Mathematics.
  • Experience in machine learning, particularly ensemble learning, active learning, and surrogate models.
  • Excellent knowledge of programming languages, such as Python or R.
  • Strong communication and teamwork skills.

Compensation and Benefits

The estimated annual salary for this position is approximately €45,000 - €55,000, depending on qualifications and experience. Our benefits package includes access to cutting-edge research facilities, opportunities for professional growth, and a supportive work environment.

Location

This role is located in France, offering a unique opportunity to experience the country's rich culture and history while contributing to groundbreaking research in the field of machine learning.


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