Junior Research Engineer in Deep Learning (RE1)
Barcelona Supercomputing Center (BSC)
Barcelona, Spain
hace 4 días
source : Euraxess

Context And Mission

Our research group is working on Supercomputing for Artificial Intelligence, in particular right now with a focus on Deep Learning.

In this context, we have some projects with big companies. The open position will be assigned to one of these projects. The candidate will participate in this project and also in other ongoing exploratory research projects related to Deep Learning (and Artificial Intelligence in general) that are going on in our research group.

The candidate occasionally will participate in activities around our research / teaching collaboration with UPC groups.

Key Duties

  • Implementation of Deep Neural Networks training processes on TensorFlow / PyTorch
  • Help in the design and creation of new models to improve the current models
  • Managing workloads on HPC facilities, especially on a BSC-CNS GPU cluster in the process of training the DL models
  • Write the related documentation of this activity
  • Attend meeting at client offices (Barcelona area) in order to help their development team to put in production the results of the innovation collaboration
  • Education

  • Bachelor Degree in Informatics Engineering (preferable Specialization of Computing) or equivalent
  • Essential Knowledge and Professional Experience

  • Demonstrable good computing skills in Python programming language
  • Demonstrable good computing skills and experience in the use of Deep Learning frameworks as TensorFlow and PyTorch
  • Demonstrable experience in the deployment of TensorFlow / PyTorch model in parallel architectures
  • Demonstrable experience in the application of Deep Learning technology to the Computer Vision field
  • Demonstrable experience in the application of Deep Learning technology to the Natural Language Processing field
  • Demonstrable good knowledge and experience in creating advanced neural network models for real problems using a transfer learning approach
  • Additional Knowledge and Professional Experience

  • Experience in research activities (and have a scientific publication)
  • Competencies

  • Demonstrate self-learning capacity
  • Proficiency in the Spanish language
  • Fluency in English essential
  • Written and verbal communication skills (in Spanish and English)
  • Ability to take initiative, prioritize and work under set deadlines and pressure
  • Ability to work independently and in a team
  • Conditions

    The position will be located at BSC within the Computer Sciences Department

    We offer a full-time contract, a good working environment, a highly stimulating environment with state-of-the-art infrastructure, flexible working hours, extensive training plan, tickets restaurant, private health insurance, fully support to the relocation procedures

    Duration : Temporary - 30 / 09 / 2021 renewable

    Salary : we offer a competitive salary commensurate with the qualifications and experience of the candidate and according to the cost of living in Barcelona

    Starting date : 01 / 10 / 2020

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