Applied Artificial Intelligence Researcher

Eurecat
Municipality of Cerdanyola del Vallès, Spain
2 days ago

Role details

Contract type
Temporary contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English, Spanish, Catalan

Job location

Municipality of Cerdanyola del Vallès, Spain

Tech stack

Artificial Intelligence
Machine Learning
Recommender Systems
TensorFlow
SciPy
Supervised Learning
PyTorch
Deep Learning
Keras
Matplotlib
Scikit Learn
Recurrent Neural Networks

Job description

  • Research innovative techniques and methods in the field of artificial intelligence to stay up-to-date with the new trends in materials science.
  • Design and implement solutions based on mathematical algorithms and classical ML: supervised and unsupervised models, regression models, classification, clustering, dimensionality reduction, optimization, recommendation systems, time series, semi-supervised learning, etc.
  • Design and implement solutions based on Deep Learning techniques like Recurrent Neural Networks and Autoencoders.
  • Write high impact articles and bring research results to international conferences.
  • Write proposals for new projects in the field of materials science.

Requirements

  • Good skills in Python and knowledge of basic libraries like Numpy, Pandas, Matplotlib, Scikit-Learn, SciPy.
  • Knowledge of simulation techniques for materials science: lammps, VAPS or similar.
  • Hands-on experience with Machine Learning.
  • Knowledge in some deep learning libraries like Keras, PyTorch and Tensorflow will be valued.

Languages

  • High level of English (written and spoken).
  • A good level of Spanish or Catalan is an asset.

Readiness to travel when needed, embracing opportunities to connect with clients, partners, and collaborators worldwide.

About the company

EURECAT: Eurecat is the main Research & Technology Organisation in Catalonia and the second largest private research organization in southern Europe. It brings together the experience of more than 700 professionals and provides services to more than 2,000 companies. Applied R&D, technological services, highly specialized training, technological consultancy or valorisation and exploitation of industrial property are some of the services that Eurecat offers for both large and small and medium-sized enterprises in all sectors. The technology centre participates in more than 200 large national and international consortium projects of high strategic R&I and has 181 patents and 10 spin-offs. The added value provided by Eurecat accelerates innovation, reduces spending on scientific and technological infrastructures, reduces risks and provides specialized knowledge tailored to each company., The Applied Artificial Intelligence Unit of Eurecat develops innovative solutions (algorithms, methods, platforms) based on a combination of artificial intelligence and knowledge management technologies, especially for the industrial, energy and sustainability sectors.

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